{"id":143,"date":"2020-12-31T02:36:31","date_gmt":"2020-12-31T02:36:31","guid":{"rendered":"https:\/\/iainpardoe.com\/arm3e\/?page_id=143"},"modified":"2021-05-11T22:30:57","modified_gmt":"2021-05-11T22:30:57","slug":"instructional-videos","status":"publish","type":"page","link":"https:\/\/iainpardoe.com\/arm3e\/learning-resources\/instructional-videos\/","title":{"rendered":"Instructional Videos"},"content":{"rendered":"<div data-colibri-id=\"143-c1\" class=\"style-521 style-local-143-c1 position-relative\">\n  <!---->\n  <div data-colibri-component=\"section\" data-colibri-id=\"143-c2\" id=\"custom\" class=\"h-section h-section-global-spacing d-flex align-items-lg-center align-items-md-center align-items-center style-540 style-local-143-c2 position-relative\">\n    <!---->\n    <!---->\n    <div class=\"h-section-grid-container h-section-boxed-container\">\n      <!---->\n      <div data-colibri-id=\"143-c3\" class=\"h-row-container gutters-row-lg-2 gutters-row-md-2 gutters-row-0 gutters-row-v-lg-2 gutters-row-v-md-2 gutters-row-v-2 style-541 style-local-143-c3 position-relative\">\n        <!---->\n        <div class=\"h-row justify-content-lg-center justify-content-md-center justify-content-center align-items-lg-stretch align-items-md-stretch align-items-stretch gutters-col-lg-2 gutters-col-md-2 gutters-col-0 gutters-col-v-lg-2 gutters-col-v-md-2 gutters-col-v-2\">\n          <!---->\n          <div class=\"h-column h-column-container d-flex h-col-lg-auto h-col-md-auto h-col-auto style-542-outer style-local-143-c4-outer\">\n            <div data-colibri-id=\"143-c4\" class=\"d-flex h-flex-basis h-column__inner h-px-lg-2 h-px-md-2 h-px-2 v-inner-lg-2 v-inner-md-2 v-inner-2 style-542 style-local-143-c4 position-relative\">\n              <!---->\n              <!---->\n              <div class=\"w-100 h-y-container h-column__content h-column__v-align flex-basis-100 align-self-lg-start align-self-md-start align-self-start\">\n                <!---->\n                <div data-colibri-id=\"143-c6\" class=\"h-global-transition-all h-heading style-820 style-local-143-c6 position-relative h-element\">\n                  <!---->\n                  <div class=\"h-heading__outer style-820 style-local-143-c6\">\n                    <!---->\n                    <!---->\n                    <h3 class=\"\">Instructional Videos<\/h3>\n                  <\/div>\n                <\/div>\n                <div data-colibri-id=\"143-c5\" class=\"icon-list d-flex justify-content-lg-start justify-content-md-start justify-content-start style-543 style-local-143-c5 position-relative h-element\">\n                  <!---->\n                  <ul class=\"ul-list-icon vertical-on-desktop vertical-on-tablet vertical-on-mobile justify-content-lg-start justify-content-md-start justify-content-start\">\n                    <!---->\n                    <li class=\"list-item no-gutters\">\n                      <!---->\n                      <div class=\"list-container-divider d-flex justify-content-lg-start justify-content-md-start justify-content-start first-el-spacer\"><\/div>\n                      <a href=\"https:\/\/www.youtube.com\/playlist?list=PLywDuqDp1gmea_PraIDv_wCLlXQsuvirz\" target=\"_blank\" h-use-smooth-scroll=\"true\" class=\"item-link no-gutters\" rel=\"noopener\">\n                        <div class=\"d-flex h-col no-gutters align-items-lg-center align-items-md-center align-items-center list-item-text-wrapper\">\n                          <div class=\"d-flex\"><span class=\"h-svg-icon style-543-icon style-local-143-c5-icon\"><!--Icon by Font Awesome (https:\/\/fontawesome.com)--><svg version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" id=\"youtube\" viewBox=\"0 0 1546.6178 1896.0833\"><path d=\"M971 1244v211q0 67-39 67-23 0-45-22v-301q22-22 45-22 39 0 39 67zm338 1v46h-90v-46q0-68 45-68t45 68zm-966-218h107v-94H138v94h105v569h100v-569zm288 569h89v-494h-89v378q-30 42-57 42-18 0-21-21-1-3-1-35v-364h-89v391q0 49 8 73 12 37 58 37 48 0 102-61v54zm429-148v-197q0-73-9-99-17-56-71-56-50 0-93 54V933h-89v663h89v-48q45 55 93 55 54 0 71-55 9-27 9-100zm338-10v-13h-91q0 51-2 61-7 36-40 36-46 0-46-69v-87h179v-103q0-79-27-116-39-51-106-51-68 0-107 51-28 37-28 116v173q0 79 29 116 39 51 108 51 72 0 108-53 18-27 21-54 2-9 2-58zM790 525V315q0-69-43-69t-43 69v210q0 70 43 70t43-70zm719 751q0 234-26 350-14 59-58 99t-102 46q-184 21-555 21t-555-21q-58-6-102.5-46T53 1626q-26-112-26-350 0-234 26-350 14-59 58-99t103-47q183-20 554-20t555 20q58 7 102.5 47t57.5 99q26 112 26 350zM511 0h102L492 399v271H392V399q-14-74-61-212Q294 84 266 0h106l71 263zm370 333v175q0 81-28 118-38 51-106 51-67 0-105-51-28-38-28-118V333q0-80 28-117 38-51 105-51 68 0 106 51 28 37 28 117zm335-162v499h-91v-55q-53 62-103 62-46 0-59-37-8-24-8-75V171h91v367q0 33 1 35 3 22 21 22 27 0 57-43V171h91z\"><\/path><\/svg><\/span><\/div>\n                          <span class=\"list-text d-block\"><span>YouTube Channel<\/span><\/span>\n                        <\/div>\n                      <\/a>\n                      <div class=\"list-container-divider d-flex justify-content-lg-start justify-content-md-start justify-content-start\">\n                        <!---->\n                      <\/div>\n                    <\/li>\n                    <li class=\"list-item no-gutters\">\n                      <!---->\n                      <!---->\n                      <a href=\"https:\/\/youtu.be\/22PD80AFEKc\" target=\"_blank\" h-use-smooth-scroll=\"true\" class=\"item-link no-gutters\" rel=\"noopener\">\n                        <div class=\"d-flex h-col no-gutters align-items-lg-center align-items-md-center align-items-center list-item-text-wrapper\">\n                          <div class=\"d-flex\"><span class=\"h-svg-icon style-543-icon style-local-143-c5-icon\"><!--Icon by Font Awesome (https:\/\/fontawesome.com)--><svg version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" id=\"youtube-play\" viewBox=\"0 0 1792.0009 1896.0833\"><path d=\"M711 1128l484-250-484-253v503zm185-862q168 0 324.5 4.5T1450 280l73 4q1 0 17 1.5t23 3 23.5 4.5 28.5 8 28 13 31 19.5 29 26.5q6 6 15.5 18.5t29 58.5 26.5 101q8 64 12.5 136.5T1792 788v176q1 145-18 290-7 55-25 99.5t-32 61.5l-14 17q-14 15-29 26.5t-31 19-28 12.5-28.5 8-24 4.5-23 3-16.5 1.5q-251 19-627 19-207-2-359.5-6.5T336 1512l-49-4-36-4q-36-5-54.5-10t-51-21-56.5-41q-6-6-15.5-18.5t-29-58.5T18 1254q-8-64-12.5-136.5T0 1004V828q-1-145 18-290 7-55 25-99.5T75 377l14-17q14-15 29-26.5t31-19.5 28-13 28.5-8 23.5-4.5 23-3 17-1.5q251-18 627-18z\"><\/path><\/svg><\/span><\/div>\n                          <span class=\"list-text d-block\"><span>1.1: Identifying and summarizing data<\/span><\/span>\n                        <\/div>\n                      <\/a>\n                      <div class=\"list-container-divider d-flex justify-content-lg-start justify-content-md-start justify-content-start\">\n                        <!---->\n                      <\/div>\n                    <\/li>\n                    <li class=\"list-item no-gutters\">\n                      <!---->\n                      <!---->\n                      <a href=\"https:\/\/youtu.be\/vUFxvzcufVU\" target=\"_blank\" h-use-smooth-scroll=\"true\" class=\"item-link no-gutters\" rel=\"noopener\">\n                        <div class=\"d-flex h-col no-gutters align-items-lg-center align-items-md-center align-items-center list-item-text-wrapper\">\n                          <div class=\"d-flex\"><span class=\"h-svg-icon style-543-icon style-local-143-c5-icon\"><!--Icon by Font Awesome (https:\/\/fontawesome.com)--><svg version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" id=\"youtube-play\" viewBox=\"0 0 1792.0009 1896.0833\"><path d=\"M711 1128l484-250-484-253v503zm185-862q168 0 324.5 4.5T1450 280l73 4q1 0 17 1.5t23 3 23.5 4.5 28.5 8 28 13 31 19.5 29 26.5q6 6 15.5 18.5t29 58.5 26.5 101q8 64 12.5 136.5T1792 788v176q1 145-18 290-7 55-25 99.5t-32 61.5l-14 17q-14 15-29 26.5t-31 19-28 12.5-28.5 8-24 4.5-23 3-16.5 1.5q-251 19-627 19-207-2-359.5-6.5T336 1512l-49-4-36-4q-36-5-54.5-10t-51-21-56.5-41q-6-6-15.5-18.5t-29-58.5T18 1254q-8-64-12.5-136.5T0 1004V828q-1-145 18-290 7-55 25-99.5T75 377l14-17q14-15 29-26.5t31-19.5 28-13 28.5-8 23.5-4.5 23-3 17-1.5q251-18 627-18z\"><\/path><\/svg><\/span><\/div>\n                          <span class=\"list-text d-block\"><span>1.2: Population distributions<\/span><\/span>\n                        <\/div>\n                      <\/a>\n                      <div class=\"list-container-divider d-flex justify-content-lg-start justify-content-md-start justify-content-start\">\n                        <!---->\n                      <\/div>\n                    <\/li>\n                    <li class=\"list-item no-gutters\">\n                      <!---->\n                      <!---->\n                      <a href=\"https:\/\/youtu.be\/7lWsNZa4-t4\" target=\"_blank\" h-use-smooth-scroll=\"true\" class=\"item-link no-gutters\" rel=\"noopener\">\n                        <div class=\"d-flex h-col no-gutters align-items-lg-center align-items-md-center align-items-center list-item-text-wrapper\">\n                          <div class=\"d-flex\"><span class=\"h-svg-icon style-543-icon style-local-143-c5-icon\"><!--Icon by Font Awesome (https:\/\/fontawesome.com)--><svg version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" id=\"youtube-play\" viewBox=\"0 0 1792.0009 1896.0833\"><path d=\"M711 1128l484-250-484-253v503zm185-862q168 0 324.5 4.5T1450 280l73 4q1 0 17 1.5t23 3 23.5 4.5 28.5 8 28 13 31 19.5 29 26.5q6 6 15.5 18.5t29 58.5 26.5 101q8 64 12.5 136.5T1792 788v176q1 145-18 290-7 55-25 99.5t-32 61.5l-14 17q-14 15-29 26.5t-31 19-28 12.5-28.5 8-24 4.5-23 3-16.5 1.5q-251 19-627 19-207-2-359.5-6.5T336 1512l-49-4-36-4q-36-5-54.5-10t-51-21-56.5-41q-6-6-15.5-18.5t-29-58.5T18 1254q-8-64-12.5-136.5T0 1004V828q-1-145 18-290 7-55 25-99.5T75 377l14-17q14-15 29-26.5t31-19.5 28-13 28.5-8 23.5-4.5 23-3 17-1.5q251-18 627-18z\"><\/path><\/svg><\/span><\/div>\n                          <span class=\"list-text d-block\"><span>1.3: Selecting individuals at random &#8211; probability<\/span><\/span>\n                        <\/div>\n                      <\/a>\n                      <div class=\"list-container-divider d-flex justify-content-lg-start justify-content-md-start justify-content-start\">\n                        <!---->\n                      <\/div>\n                    <\/li>\n                    <li class=\"list-item no-gutters\">\n                      <!---->\n                      <!---->\n                      <a href=\"https:\/\/youtu.be\/HxHJobZ7hwA\" target=\"_blank\" h-use-smooth-scroll=\"true\" class=\"item-link no-gutters\" rel=\"noopener\">\n                        <div class=\"d-flex h-col no-gutters align-items-lg-center align-items-md-center align-items-center list-item-text-wrapper\">\n                          <div class=\"d-flex\"><span class=\"h-svg-icon style-543-icon style-local-143-c5-icon\"><!--Icon by Font Awesome (https:\/\/fontawesome.com)--><svg version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" id=\"youtube-play\" viewBox=\"0 0 1792.0009 1896.0833\"><path d=\"M711 1128l484-250-484-253v503zm185-862q168 0 324.5 4.5T1450 280l73 4q1 0 17 1.5t23 3 23.5 4.5 28.5 8 28 13 31 19.5 29 26.5q6 6 15.5 18.5t29 58.5 26.5 101q8 64 12.5 136.5T1792 788v176q1 145-18 290-7 55-25 99.5t-32 61.5l-14 17q-14 15-29 26.5t-31 19-28 12.5-28.5 8-24 4.5-23 3-16.5 1.5q-251 19-627 19-207-2-359.5-6.5T336 1512l-49-4-36-4q-36-5-54.5-10t-51-21-56.5-41q-6-6-15.5-18.5t-29-58.5T18 1254q-8-64-12.5-136.5T0 1004V828q-1-145 18-290 7-55 25-99.5T75 377l14-17q14-15 29-26.5t31-19.5 28-13 28.5-8 23.5-4.5 23-3 17-1.5q251-18 627-18z\"><\/path><\/svg><\/span><\/div>\n                          <span class=\"list-text d-block\"><span>1.4a: Random sampling (part 1)<\/span><\/span>\n                        <\/div>\n                      <\/a>\n                      <div class=\"list-container-divider d-flex justify-content-lg-start justify-content-md-start justify-content-start\">\n                        <!---->\n                      <\/div>\n                    <\/li>\n                    <li class=\"list-item no-gutters\">\n                      <!---->\n                      <!---->\n                      <a href=\"https:\/\/youtu.be\/-UHOPgz3Vys\" target=\"_blank\" h-use-smooth-scroll=\"true\" class=\"item-link no-gutters\" rel=\"noopener\">\n                        <div class=\"d-flex h-col no-gutters align-items-lg-center align-items-md-center align-items-center list-item-text-wrapper\">\n                          <div class=\"d-flex\"><span class=\"h-svg-icon style-543-icon style-local-143-c5-icon\"><!--Icon by Font Awesome (https:\/\/fontawesome.com)--><svg version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" id=\"youtube-play\" viewBox=\"0 0 1792.0009 1896.0833\"><path d=\"M711 1128l484-250-484-253v503zm185-862q168 0 324.5 4.5T1450 280l73 4q1 0 17 1.5t23 3 23.5 4.5 28.5 8 28 13 31 19.5 29 26.5q6 6 15.5 18.5t29 58.5 26.5 101q8 64 12.5 136.5T1792 788v176q1 145-18 290-7 55-25 99.5t-32 61.5l-14 17q-14 15-29 26.5t-31 19-28 12.5-28.5 8-24 4.5-23 3-16.5 1.5q-251 19-627 19-207-2-359.5-6.5T336 1512l-49-4-36-4q-36-5-54.5-10t-51-21-56.5-41q-6-6-15.5-18.5t-29-58.5T18 1254q-8-64-12.5-136.5T0 1004V828q-1-145 18-290 7-55 25-99.5T75 377l14-17q14-15 29-26.5t31-19.5 28-13 28.5-8 23.5-4.5 23-3 17-1.5q251-18 627-18z\"><\/path><\/svg><\/span><\/div>\n                          <span class=\"list-text d-block\"><span>1.4b: Random sampling (part 2)<\/span><\/span>\n                        <\/div>\n                      <\/a>\n                      <div class=\"list-container-divider d-flex justify-content-lg-start justify-content-md-start justify-content-start\">\n                        <!---->\n                      <\/div>\n                    <\/li>\n                    <li class=\"list-item no-gutters\">\n                      <!---->\n                      <!---->\n                      <a href=\"https:\/\/youtu.be\/6pzQfHb9pAg\" target=\"_blank\" h-use-smooth-scroll=\"true\" class=\"item-link no-gutters\" rel=\"noopener\">\n                        <div class=\"d-flex h-col no-gutters align-items-lg-center align-items-md-center align-items-center list-item-text-wrapper\">\n                          <div class=\"d-flex\"><span class=\"h-svg-icon style-543-icon style-local-143-c5-icon\"><!--Icon by Font Awesome (https:\/\/fontawesome.com)--><svg version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" id=\"youtube-play\" viewBox=\"0 0 1792.0009 1896.0833\"><path d=\"M711 1128l484-250-484-253v503zm185-862q168 0 324.5 4.5T1450 280l73 4q1 0 17 1.5t23 3 23.5 4.5 28.5 8 28 13 31 19.5 29 26.5q6 6 15.5 18.5t29 58.5 26.5 101q8 64 12.5 136.5T1792 788v176q1 145-18 290-7 55-25 99.5t-32 61.5l-14 17q-14 15-29 26.5t-31 19-28 12.5-28.5 8-24 4.5-23 3-16.5 1.5q-251 19-627 19-207-2-359.5-6.5T336 1512l-49-4-36-4q-36-5-54.5-10t-51-21-56.5-41q-6-6-15.5-18.5t-29-58.5T18 1254q-8-64-12.5-136.5T0 1004V828q-1-145 18-290 7-55 25-99.5T75 377l14-17q14-15 29-26.5t31-19.5 28-13 28.5-8 23.5-4.5 23-3 17-1.5q251-18 627-18z\"><\/path><\/svg><\/span><\/div>\n                          <span class=\"list-text d-block\"><span>1.5: Interval estimation<\/span><\/span>\n                        <\/div>\n                      <\/a>\n                      <div class=\"list-container-divider d-flex justify-content-lg-start justify-content-md-start justify-content-start\">\n                        <!---->\n                      <\/div>\n                    <\/li>\n                    <li class=\"list-item no-gutters\">\n                      <!---->\n                      <!---->\n                      <a href=\"https:\/\/youtu.be\/aWgH-8LWJmQ\" target=\"_blank\" h-use-smooth-scroll=\"true\" class=\"item-link no-gutters\" rel=\"noopener\">\n                        <div class=\"d-flex h-col no-gutters align-items-lg-center align-items-md-center align-items-center list-item-text-wrapper\">\n                          <div class=\"d-flex\"><span class=\"h-svg-icon style-543-icon style-local-143-c5-icon\"><!--Icon by Font Awesome (https:\/\/fontawesome.com)--><svg version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" id=\"youtube-play\" viewBox=\"0 0 1792.0009 1896.0833\"><path d=\"M711 1128l484-250-484-253v503zm185-862q168 0 324.5 4.5T1450 280l73 4q1 0 17 1.5t23 3 23.5 4.5 28.5 8 28 13 31 19.5 29 26.5q6 6 15.5 18.5t29 58.5 26.5 101q8 64 12.5 136.5T1792 788v176q1 145-18 290-7 55-25 99.5t-32 61.5l-14 17q-14 15-29 26.5t-31 19-28 12.5-28.5 8-24 4.5-23 3-16.5 1.5q-251 19-627 19-207-2-359.5-6.5T336 1512l-49-4-36-4q-36-5-54.5-10t-51-21-56.5-41q-6-6-15.5-18.5t-29-58.5T18 1254q-8-64-12.5-136.5T0 1004V828q-1-145 18-290 7-55 25-99.5T75 377l14-17q14-15 29-26.5t31-19.5 28-13 28.5-8 23.5-4.5 23-3 17-1.5q251-18 627-18z\"><\/path><\/svg><\/span><\/div>\n                          <span class=\"list-text d-block\"><span>1.6a: Hypothesis testing (part 1)<\/span><\/span>\n                        <\/div>\n                      <\/a>\n                      <div class=\"list-container-divider d-flex justify-content-lg-start justify-content-md-start justify-content-start\">\n                        <!---->\n                      <\/div>\n                    <\/li>\n                    <li class=\"list-item no-gutters\">\n                      <!---->\n                      <!---->\n                      <a href=\"https:\/\/youtu.be\/_7d_AQ6-1Tk\" target=\"_blank\" h-use-smooth-scroll=\"true\" class=\"item-link no-gutters\" rel=\"noopener\">\n                        <div class=\"d-flex h-col no-gutters align-items-lg-center align-items-md-center align-items-center list-item-text-wrapper\">\n                          <div class=\"d-flex\"><span class=\"h-svg-icon style-543-icon style-local-143-c5-icon\"><!--Icon by Font Awesome (https:\/\/fontawesome.com)--><svg version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" id=\"youtube-play\" viewBox=\"0 0 1792.0009 1896.0833\"><path d=\"M711 1128l484-250-484-253v503zm185-862q168 0 324.5 4.5T1450 280l73 4q1 0 17 1.5t23 3 23.5 4.5 28.5 8 28 13 31 19.5 29 26.5q6 6 15.5 18.5t29 58.5 26.5 101q8 64 12.5 136.5T1792 788v176q1 145-18 290-7 55-25 99.5t-32 61.5l-14 17q-14 15-29 26.5t-31 19-28 12.5-28.5 8-24 4.5-23 3-16.5 1.5q-251 19-627 19-207-2-359.5-6.5T336 1512l-49-4-36-4q-36-5-54.5-10t-51-21-56.5-41q-6-6-15.5-18.5t-29-58.5T18 1254q-8-64-12.5-136.5T0 1004V828q-1-145 18-290 7-55 25-99.5T75 377l14-17q14-15 29-26.5t31-19.5 28-13 28.5-8 23.5-4.5 23-3 17-1.5q251-18 627-18z\"><\/path><\/svg><\/span><\/div>\n                          <span class=\"list-text d-block\"><span>1.6b: Hypothesis testing (part 2)<\/span><\/span>\n                        <\/div>\n                      <\/a>\n                      <div class=\"list-container-divider d-flex justify-content-lg-start justify-content-md-start justify-content-start\">\n                        <!---->\n                      <\/div>\n                    <\/li>\n                    <li class=\"list-item no-gutters\">\n                      <!---->\n                      <!---->\n                      <a href=\"https:\/\/youtu.be\/yCzz-XdVrcA\" target=\"_blank\" h-use-smooth-scroll=\"true\" class=\"item-link no-gutters\" rel=\"noopener\">\n                        <div class=\"d-flex h-col no-gutters align-items-lg-center align-items-md-center align-items-center list-item-text-wrapper\">\n                          <div class=\"d-flex\"><span class=\"h-svg-icon style-543-icon style-local-143-c5-icon\"><!--Icon by Font Awesome (https:\/\/fontawesome.com)--><svg version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" id=\"youtube-play\" viewBox=\"0 0 1792.0009 1896.0833\"><path d=\"M711 1128l484-250-484-253v503zm185-862q168 0 324.5 4.5T1450 280l73 4q1 0 17 1.5t23 3 23.5 4.5 28.5 8 28 13 31 19.5 29 26.5q6 6 15.5 18.5t29 58.5 26.5 101q8 64 12.5 136.5T1792 788v176q1 145-18 290-7 55-25 99.5t-32 61.5l-14 17q-14 15-29 26.5t-31 19-28 12.5-28.5 8-24 4.5-23 3-16.5 1.5q-251 19-627 19-207-2-359.5-6.5T336 1512l-49-4-36-4q-36-5-54.5-10t-51-21-56.5-41q-6-6-15.5-18.5t-29-58.5T18 1254q-8-64-12.5-136.5T0 1004V828q-1-145 18-290 7-55 25-99.5T75 377l14-17q14-15 29-26.5t31-19.5 28-13 28.5-8 23.5-4.5 23-3 17-1.5q251-18 627-18z\"><\/path><\/svg><\/span><\/div>\n                          <span class=\"list-text d-block\"><span>1.7: Prediction intervals<\/span><\/span>\n                        <\/div>\n                      <\/a>\n                      <div class=\"list-container-divider d-flex justify-content-lg-start justify-content-md-start justify-content-start\">\n                        <!---->\n                      <\/div>\n                    <\/li>\n                    <li class=\"list-item no-gutters\">\n                      <!---->\n                      <!---->\n                      <a href=\"https:\/\/youtu.be\/9OWlBNim3ic\" target=\"_blank\" h-use-smooth-scroll=\"true\" class=\"item-link no-gutters\" rel=\"noopener\">\n                        <div class=\"d-flex h-col no-gutters align-items-lg-center align-items-md-center align-items-center list-item-text-wrapper\">\n                          <div class=\"d-flex\"><span class=\"h-svg-icon style-543-icon style-local-143-c5-icon\"><!--Icon by Font Awesome (https:\/\/fontawesome.com)--><svg version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" id=\"youtube-play\" viewBox=\"0 0 1792.0009 1896.0833\"><path d=\"M711 1128l484-250-484-253v503zm185-862q168 0 324.5 4.5T1450 280l73 4q1 0 17 1.5t23 3 23.5 4.5 28.5 8 28 13 31 19.5 29 26.5q6 6 15.5 18.5t29 58.5 26.5 101q8 64 12.5 136.5T1792 788v176q1 145-18 290-7 55-25 99.5t-32 61.5l-14 17q-14 15-29 26.5t-31 19-28 12.5-28.5 8-24 4.5-23 3-16.5 1.5q-251 19-627 19-207-2-359.5-6.5T336 1512l-49-4-36-4q-36-5-54.5-10t-51-21-56.5-41q-6-6-15.5-18.5t-29-58.5T18 1254q-8-64-12.5-136.5T0 1004V828q-1-145 18-290 7-55 25-99.5T75 377l14-17q14-15 29-26.5t31-19.5 28-13 28.5-8 23.5-4.5 23-3 17-1.5q251-18 627-18z\"><\/path><\/svg><\/span><\/div>\n                          <span class=\"list-text d-block\"><span>2.1: Simple linear regression (SLR) model<\/span><\/span>\n                        <\/div>\n                      <\/a>\n                      <div class=\"list-container-divider d-flex justify-content-lg-start justify-content-md-start justify-content-start\">\n                        <!---->\n                      <\/div>\n                    <\/li>\n                    <li class=\"list-item no-gutters\">\n                      <!---->\n                      <!---->\n                      <a href=\"https:\/\/youtu.be\/sqjRZzI54dk\" target=\"_blank\" h-use-smooth-scroll=\"true\" class=\"item-link no-gutters\" rel=\"noopener\">\n                        <div class=\"d-flex h-col no-gutters align-items-lg-center align-items-md-center align-items-center list-item-text-wrapper\">\n                          <div class=\"d-flex\"><span class=\"h-svg-icon style-543-icon style-local-143-c5-icon\"><!--Icon by Font Awesome (https:\/\/fontawesome.com)--><svg version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" id=\"youtube-play\" viewBox=\"0 0 1792.0009 1896.0833\"><path d=\"M711 1128l484-250-484-253v503zm185-862q168 0 324.5 4.5T1450 280l73 4q1 0 17 1.5t23 3 23.5 4.5 28.5 8 28 13 31 19.5 29 26.5q6 6 15.5 18.5t29 58.5 26.5 101q8 64 12.5 136.5T1792 788v176q1 145-18 290-7 55-25 99.5t-32 61.5l-14 17q-14 15-29 26.5t-31 19-28 12.5-28.5 8-24 4.5-23 3-16.5 1.5q-251 19-627 19-207-2-359.5-6.5T336 1512l-49-4-36-4q-36-5-54.5-10t-51-21-56.5-41q-6-6-15.5-18.5t-29-58.5T18 1254q-8-64-12.5-136.5T0 1004V828q-1-145 18-290 7-55 25-99.5T75 377l14-17q14-15 29-26.5t31-19.5 28-13 28.5-8 23.5-4.5 23-3 17-1.5q251-18 627-18z\"><\/path><\/svg><\/span><\/div>\n                          <span class=\"list-text d-block\"><span>2.2: SLR least squares regression line<\/span><\/span>\n                        <\/div>\n                      <\/a>\n                      <div class=\"list-container-divider d-flex justify-content-lg-start justify-content-md-start justify-content-start\">\n                        <!---->\n                      <\/div>\n                    <\/li>\n                    <li class=\"list-item no-gutters\">\n                      <!---->\n                      <!---->\n                      <a href=\"https:\/\/youtu.be\/tuvUnwTncIo\" target=\"_blank\" h-use-smooth-scroll=\"true\" class=\"item-link no-gutters\" rel=\"noopener\">\n                        <div class=\"d-flex h-col no-gutters align-items-lg-center align-items-md-center align-items-center list-item-text-wrapper\">\n                          <div class=\"d-flex\"><span class=\"h-svg-icon style-543-icon style-local-143-c5-icon\"><!--Icon by Font Awesome (https:\/\/fontawesome.com)--><svg version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" id=\"youtube-play\" viewBox=\"0 0 1792.0009 1896.0833\"><path d=\"M711 1128l484-250-484-253v503zm185-862q168 0 324.5 4.5T1450 280l73 4q1 0 17 1.5t23 3 23.5 4.5 28.5 8 28 13 31 19.5 29 26.5q6 6 15.5 18.5t29 58.5 26.5 101q8 64 12.5 136.5T1792 788v176q1 145-18 290-7 55-25 99.5t-32 61.5l-14 17q-14 15-29 26.5t-31 19-28 12.5-28.5 8-24 4.5-23 3-16.5 1.5q-251 19-627 19-207-2-359.5-6.5T336 1512l-49-4-36-4q-36-5-54.5-10t-51-21-56.5-41q-6-6-15.5-18.5t-29-58.5T18 1254q-8-64-12.5-136.5T0 1004V828q-1-145 18-290 7-55 25-99.5T75 377l14-17q14-15 29-26.5t31-19.5 28-13 28.5-8 23.5-4.5 23-3 17-1.5q251-18 627-18z\"><\/path><\/svg><\/span><\/div>\n                          <span class=\"list-text d-block\"><span>2.3a: SLR regression standard error<\/span><\/span>\n                        <\/div>\n                      <\/a>\n                      <div class=\"list-container-divider d-flex justify-content-lg-start justify-content-md-start justify-content-start\">\n                        <!---->\n                      <\/div>\n                    <\/li>\n                    <li class=\"list-item no-gutters\">\n                      <!---->\n                      <!---->\n                      <a href=\"https:\/\/youtu.be\/qdHri4lDok4\" target=\"_blank\" h-use-smooth-scroll=\"true\" class=\"item-link no-gutters\" rel=\"noopener\">\n                        <div class=\"d-flex h-col no-gutters align-items-lg-center align-items-md-center align-items-center list-item-text-wrapper\">\n                          <div class=\"d-flex\"><span class=\"h-svg-icon style-543-icon style-local-143-c5-icon\"><!--Icon by Font Awesome (https:\/\/fontawesome.com)--><svg version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" id=\"youtube-play\" viewBox=\"0 0 1792.0009 1896.0833\"><path d=\"M711 1128l484-250-484-253v503zm185-862q168 0 324.5 4.5T1450 280l73 4q1 0 17 1.5t23 3 23.5 4.5 28.5 8 28 13 31 19.5 29 26.5q6 6 15.5 18.5t29 58.5 26.5 101q8 64 12.5 136.5T1792 788v176q1 145-18 290-7 55-25 99.5t-32 61.5l-14 17q-14 15-29 26.5t-31 19-28 12.5-28.5 8-24 4.5-23 3-16.5 1.5q-251 19-627 19-207-2-359.5-6.5T336 1512l-49-4-36-4q-36-5-54.5-10t-51-21-56.5-41q-6-6-15.5-18.5t-29-58.5T18 1254q-8-64-12.5-136.5T0 1004V828q-1-145 18-290 7-55 25-99.5T75 377l14-17q14-15 29-26.5t31-19.5 28-13 28.5-8 23.5-4.5 23-3 17-1.5q251-18 627-18z\"><\/path><\/svg><\/span><\/div>\n                          <span class=\"list-text d-block\"><span>2.3b: SLR coefficient of determination, R-squared<\/span><\/span>\n                        <\/div>\n                      <\/a>\n                      <div class=\"list-container-divider d-flex justify-content-lg-start justify-content-md-start justify-content-start\">\n                        <!---->\n                      <\/div>\n                    <\/li>\n                    <li class=\"list-item no-gutters\">\n                      <!---->\n                      <!---->\n                      <a href=\"https:\/\/youtu.be\/aitqdEZdvzQ\" target=\"_blank\" h-use-smooth-scroll=\"true\" class=\"item-link no-gutters\" rel=\"noopener\">\n                        <div class=\"d-flex h-col no-gutters align-items-lg-center align-items-md-center align-items-center list-item-text-wrapper\">\n                          <div class=\"d-flex\"><span class=\"h-svg-icon style-543-icon style-local-143-c5-icon\"><!--Icon by Font Awesome (https:\/\/fontawesome.com)--><svg version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" id=\"youtube-play\" viewBox=\"0 0 1792.0009 1896.0833\"><path d=\"M711 1128l484-250-484-253v503zm185-862q168 0 324.5 4.5T1450 280l73 4q1 0 17 1.5t23 3 23.5 4.5 28.5 8 28 13 31 19.5 29 26.5q6 6 15.5 18.5t29 58.5 26.5 101q8 64 12.5 136.5T1792 788v176q1 145-18 290-7 55-25 99.5t-32 61.5l-14 17q-14 15-29 26.5t-31 19-28 12.5-28.5 8-24 4.5-23 3-16.5 1.5q-251 19-627 19-207-2-359.5-6.5T336 1512l-49-4-36-4q-36-5-54.5-10t-51-21-56.5-41q-6-6-15.5-18.5t-29-58.5T18 1254q-8-64-12.5-136.5T0 1004V828q-1-145 18-290 7-55 25-99.5T75 377l14-17q14-15 29-26.5t31-19.5 28-13 28.5-8 23.5-4.5 23-3 17-1.5q251-18 627-18z\"><\/path><\/svg><\/span><\/div>\n                          <span class=\"list-text d-block\"><span>2.3c: Estimating and testing the SLR slope parameter<\/span><\/span>\n                        <\/div>\n                      <\/a>\n                      <div class=\"list-container-divider d-flex justify-content-lg-start justify-content-md-start justify-content-start\">\n                        <!---->\n                      <\/div>\n                    <\/li>\n                    <li class=\"list-item no-gutters\">\n                      <!---->\n                      <!---->\n                      <a href=\"https:\/\/youtu.be\/k9t1lmuNACs\" target=\"_blank\" h-use-smooth-scroll=\"true\" class=\"item-link no-gutters\" rel=\"noopener\">\n                        <div class=\"d-flex h-col no-gutters align-items-lg-center align-items-md-center align-items-center list-item-text-wrapper\">\n                          <div class=\"d-flex\"><span class=\"h-svg-icon style-543-icon style-local-143-c5-icon\"><!--Icon by Font Awesome (https:\/\/fontawesome.com)--><svg version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" id=\"youtube-play\" viewBox=\"0 0 1792.0009 1896.0833\"><path d=\"M711 1128l484-250-484-253v503zm185-862q168 0 324.5 4.5T1450 280l73 4q1 0 17 1.5t23 3 23.5 4.5 28.5 8 28 13 31 19.5 29 26.5q6 6 15.5 18.5t29 58.5 26.5 101q8 64 12.5 136.5T1792 788v176q1 145-18 290-7 55-25 99.5t-32 61.5l-14 17q-14 15-29 26.5t-31 19-28 12.5-28.5 8-24 4.5-23 3-16.5 1.5q-251 19-627 19-207-2-359.5-6.5T336 1512l-49-4-36-4q-36-5-54.5-10t-51-21-56.5-41q-6-6-15.5-18.5t-29-58.5T18 1254q-8-64-12.5-136.5T0 1004V828q-1-145 18-290 7-55 25-99.5T75 377l14-17q14-15 29-26.5t31-19.5 28-13 28.5-8 23.5-4.5 23-3 17-1.5q251-18 627-18z\"><\/path><\/svg><\/span><\/div>\n                          <span class=\"list-text d-block\"><span>2.4: SLR model assumptions<\/span><\/span>\n                        <\/div>\n                      <\/a>\n                      <div class=\"list-container-divider d-flex justify-content-lg-start justify-content-md-start justify-content-start\">\n                        <!---->\n                      <\/div>\n                    <\/li>\n                    <li class=\"list-item no-gutters\">\n                      <!---->\n                      <!---->\n                      <a href=\"https:\/\/youtu.be\/tbUbXgA-tSA\" target=\"_blank\" h-use-smooth-scroll=\"true\" class=\"item-link no-gutters\" rel=\"noopener\">\n                        <div class=\"d-flex h-col no-gutters align-items-lg-center align-items-md-center align-items-center list-item-text-wrapper\">\n                          <div class=\"d-flex\"><span class=\"h-svg-icon style-543-icon style-local-143-c5-icon\"><!--Icon by Font Awesome (https:\/\/fontawesome.com)--><svg version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" id=\"youtube-play\" viewBox=\"0 0 1792.0009 1896.0833\"><path d=\"M711 1128l484-250-484-253v503zm185-862q168 0 324.5 4.5T1450 280l73 4q1 0 17 1.5t23 3 23.5 4.5 28.5 8 28 13 31 19.5 29 26.5q6 6 15.5 18.5t29 58.5 26.5 101q8 64 12.5 136.5T1792 788v176q1 145-18 290-7 55-25 99.5t-32 61.5l-14 17q-14 15-29 26.5t-31 19-28 12.5-28.5 8-24 4.5-23 3-16.5 1.5q-251 19-627 19-207-2-359.5-6.5T336 1512l-49-4-36-4q-36-5-54.5-10t-51-21-56.5-41q-6-6-15.5-18.5t-29-58.5T18 1254q-8-64-12.5-136.5T0 1004V828q-1-145 18-290 7-55 25-99.5T75 377l14-17q14-15 29-26.5t31-19.5 28-13 28.5-8 23.5-4.5 23-3 17-1.5q251-18 627-18z\"><\/path><\/svg><\/span><\/div>\n                          <span class=\"list-text d-block\"><span>2.5: SLR interpretation<\/span><\/span>\n                        <\/div>\n                      <\/a>\n                      <div class=\"list-container-divider d-flex justify-content-lg-start justify-content-md-start justify-content-start\">\n                        <!---->\n                      <\/div>\n                    <\/li>\n                    <li class=\"list-item no-gutters\">\n                      <!---->\n                      <!---->\n                      <a href=\"https:\/\/youtu.be\/HABwKfynrn4\" target=\"_blank\" h-use-smooth-scroll=\"true\" class=\"item-link no-gutters\" rel=\"noopener\">\n                        <div class=\"d-flex h-col no-gutters align-items-lg-center align-items-md-center align-items-center list-item-text-wrapper\">\n                          <div class=\"d-flex\"><span class=\"h-svg-icon style-543-icon style-local-143-c5-icon\"><!--Icon by Font Awesome (https:\/\/fontawesome.com)--><svg version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" id=\"youtube-play\" viewBox=\"0 0 1792.0009 1896.0833\"><path d=\"M711 1128l484-250-484-253v503zm185-862q168 0 324.5 4.5T1450 280l73 4q1 0 17 1.5t23 3 23.5 4.5 28.5 8 28 13 31 19.5 29 26.5q6 6 15.5 18.5t29 58.5 26.5 101q8 64 12.5 136.5T1792 788v176q1 145-18 290-7 55-25 99.5t-32 61.5l-14 17q-14 15-29 26.5t-31 19-28 12.5-28.5 8-24 4.5-23 3-16.5 1.5q-251 19-627 19-207-2-359.5-6.5T336 1512l-49-4-36-4q-36-5-54.5-10t-51-21-56.5-41q-6-6-15.5-18.5t-29-58.5T18 1254q-8-64-12.5-136.5T0 1004V828q-1-145 18-290 7-55 25-99.5T75 377l14-17q14-15 29-26.5t31-19.5 28-13 28.5-8 23.5-4.5 23-3 17-1.5q251-18 627-18z\"><\/path><\/svg><\/span><\/div>\n                          <span class=\"list-text d-block\"><span>2.6: SLR confidence and prediction intervals<\/span><\/span>\n                        <\/div>\n                      <\/a>\n                      <div class=\"list-container-divider d-flex justify-content-lg-start justify-content-md-start justify-content-start\">\n                        <!---->\n                      <\/div>\n                    <\/li>\n                    <li class=\"list-item no-gutters\">\n                      <!---->\n                      <!---->\n                      <a href=\"https:\/\/youtu.be\/R4g5neg33Uc\" target=\"_blank\" h-use-smooth-scroll=\"true\" class=\"item-link no-gutters\" rel=\"noopener\">\n                        <div class=\"d-flex h-col no-gutters align-items-lg-center align-items-md-center align-items-center list-item-text-wrapper\">\n                          <div class=\"d-flex\"><span class=\"h-svg-icon style-543-icon style-local-143-c5-icon\"><!--Icon by Font Awesome (https:\/\/fontawesome.com)--><svg version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" id=\"youtube-play\" viewBox=\"0 0 1792.0009 1896.0833\"><path d=\"M711 1128l484-250-484-253v503zm185-862q168 0 324.5 4.5T1450 280l73 4q1 0 17 1.5t23 3 23.5 4.5 28.5 8 28 13 31 19.5 29 26.5q6 6 15.5 18.5t29 58.5 26.5 101q8 64 12.5 136.5T1792 788v176q1 145-18 290-7 55-25 99.5t-32 61.5l-14 17q-14 15-29 26.5t-31 19-28 12.5-28.5 8-24 4.5-23 3-16.5 1.5q-251 19-627 19-207-2-359.5-6.5T336 1512l-49-4-36-4q-36-5-54.5-10t-51-21-56.5-41q-6-6-15.5-18.5t-29-58.5T18 1254q-8-64-12.5-136.5T0 1004V828q-1-145 18-290 7-55 25-99.5T75 377l14-17q14-15 29-26.5t31-19.5 28-13 28.5-8 23.5-4.5 23-3 17-1.5q251-18 627-18z\"><\/path><\/svg><\/span><\/div>\n                          <span class=\"list-text d-block\"><span>2.7: Complete SLR analysis<\/span><\/span>\n                        <\/div>\n                      <\/a>\n                      <div class=\"list-container-divider d-flex justify-content-lg-start justify-content-md-start justify-content-start\">\n                        <!---->\n                      <\/div>\n                    <\/li>\n                    <li class=\"list-item no-gutters\">\n                      <!---->\n                      <!---->\n                      <a href=\"https:\/\/youtu.be\/h9vw-3AcwDA\" target=\"_blank\" h-use-smooth-scroll=\"true\" class=\"item-link no-gutters\" rel=\"noopener\">\n                        <div class=\"d-flex h-col no-gutters align-items-lg-center align-items-md-center align-items-center list-item-text-wrapper\">\n                          <div class=\"d-flex\"><span class=\"h-svg-icon style-543-icon style-local-143-c5-icon\"><!--Icon by Font Awesome (https:\/\/fontawesome.com)--><svg version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" id=\"youtube-play\" viewBox=\"0 0 1792.0009 1896.0833\"><path d=\"M711 1128l484-250-484-253v503zm185-862q168 0 324.5 4.5T1450 280l73 4q1 0 17 1.5t23 3 23.5 4.5 28.5 8 28 13 31 19.5 29 26.5q6 6 15.5 18.5t29 58.5 26.5 101q8 64 12.5 136.5T1792 788v176q1 145-18 290-7 55-25 99.5t-32 61.5l-14 17q-14 15-29 26.5t-31 19-28 12.5-28.5 8-24 4.5-23 3-16.5 1.5q-251 19-627 19-207-2-359.5-6.5T336 1512l-49-4-36-4q-36-5-54.5-10t-51-21-56.5-41q-6-6-15.5-18.5t-29-58.5T18 1254q-8-64-12.5-136.5T0 1004V828q-1-145 18-290 7-55 25-99.5T75 377l14-17q14-15 29-26.5t31-19.5 28-13 28.5-8 23.5-4.5 23-3 17-1.5q251-18 627-18z\"><\/path><\/svg><\/span><\/div>\n                          <span class=\"list-text d-block\"><span>3.1: Multiple linear regression (MLR) model<\/span><\/span>\n                        <\/div>\n                      <\/a>\n                      <div class=\"list-container-divider d-flex justify-content-lg-start justify-content-md-start justify-content-start\">\n                        <!---->\n                      <\/div>\n                    <\/li>\n                    <li class=\"list-item no-gutters\">\n                      <!---->\n                      <!---->\n                      <a href=\"https:\/\/youtu.be\/XfiIOfbscUM\" target=\"_blank\" h-use-smooth-scroll=\"true\" class=\"item-link no-gutters\" rel=\"noopener\">\n                        <div class=\"d-flex h-col no-gutters align-items-lg-center align-items-md-center align-items-center list-item-text-wrapper\">\n                          <div class=\"d-flex\"><span class=\"h-svg-icon style-543-icon style-local-143-c5-icon\"><!--Icon by Font Awesome (https:\/\/fontawesome.com)--><svg version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" id=\"youtube-play\" viewBox=\"0 0 1792.0009 1896.0833\"><path d=\"M711 1128l484-250-484-253v503zm185-862q168 0 324.5 4.5T1450 280l73 4q1 0 17 1.5t23 3 23.5 4.5 28.5 8 28 13 31 19.5 29 26.5q6 6 15.5 18.5t29 58.5 26.5 101q8 64 12.5 136.5T1792 788v176q1 145-18 290-7 55-25 99.5t-32 61.5l-14 17q-14 15-29 26.5t-31 19-28 12.5-28.5 8-24 4.5-23 3-16.5 1.5q-251 19-627 19-207-2-359.5-6.5T336 1512l-49-4-36-4q-36-5-54.5-10t-51-21-56.5-41q-6-6-15.5-18.5t-29-58.5T18 1254q-8-64-12.5-136.5T0 1004V828q-1-145 18-290 7-55 25-99.5T75 377l14-17q14-15 29-26.5t31-19.5 28-13 28.5-8 23.5-4.5 23-3 17-1.5q251-18 627-18z\"><\/path><\/svg><\/span><\/div>\n                          <span class=\"list-text d-block\"><span>3.2: MLR least squares regression equation<\/span><\/span>\n                        <\/div>\n                      <\/a>\n                      <div class=\"list-container-divider d-flex justify-content-lg-start justify-content-md-start justify-content-start\">\n                        <!---->\n                      <\/div>\n                    <\/li>\n                    <li class=\"list-item no-gutters\">\n                      <!---->\n                      <!---->\n                      <a href=\"https:\/\/youtu.be\/I_gVxOfYtwU\" target=\"_blank\" h-use-smooth-scroll=\"true\" class=\"item-link no-gutters\" rel=\"noopener\">\n                        <div class=\"d-flex h-col no-gutters align-items-lg-center align-items-md-center align-items-center list-item-text-wrapper\">\n                          <div class=\"d-flex\"><span class=\"h-svg-icon style-543-icon style-local-143-c5-icon\"><!--Icon by Font Awesome (https:\/\/fontawesome.com)--><svg version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" id=\"youtube-play\" viewBox=\"0 0 1792.0009 1896.0833\"><path d=\"M711 1128l484-250-484-253v503zm185-862q168 0 324.5 4.5T1450 280l73 4q1 0 17 1.5t23 3 23.5 4.5 28.5 8 28 13 31 19.5 29 26.5q6 6 15.5 18.5t29 58.5 26.5 101q8 64 12.5 136.5T1792 788v176q1 145-18 290-7 55-25 99.5t-32 61.5l-14 17q-14 15-29 26.5t-31 19-28 12.5-28.5 8-24 4.5-23 3-16.5 1.5q-251 19-627 19-207-2-359.5-6.5T336 1512l-49-4-36-4q-36-5-54.5-10t-51-21-56.5-41q-6-6-15.5-18.5t-29-58.5T18 1254q-8-64-12.5-136.5T0 1004V828q-1-145 18-290 7-55 25-99.5T75 377l14-17q14-15 29-26.5t31-19.5 28-13 28.5-8 23.5-4.5 23-3 17-1.5q251-18 627-18z\"><\/path><\/svg><\/span><\/div>\n                          <span class=\"list-text d-block\"><span>3.3a: MLR regression standard error<\/span><\/span>\n                        <\/div>\n                      <\/a>\n                      <div class=\"list-container-divider d-flex justify-content-lg-start justify-content-md-start justify-content-start\">\n                        <!---->\n                      <\/div>\n                    <\/li>\n                    <li class=\"list-item no-gutters\">\n                      <!---->\n                      <!---->\n                      <a href=\"https:\/\/youtu.be\/29rXdkLVJjs\" target=\"_blank\" h-use-smooth-scroll=\"true\" class=\"item-link no-gutters\" rel=\"noopener\">\n                        <div class=\"d-flex h-col no-gutters align-items-lg-center align-items-md-center align-items-center list-item-text-wrapper\">\n                          <div class=\"d-flex\"><span class=\"h-svg-icon style-543-icon style-local-143-c5-icon\"><!--Icon by Font Awesome (https:\/\/fontawesome.com)--><svg version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" id=\"youtube-play\" viewBox=\"0 0 1792.0009 1896.0833\"><path d=\"M711 1128l484-250-484-253v503zm185-862q168 0 324.5 4.5T1450 280l73 4q1 0 17 1.5t23 3 23.5 4.5 28.5 8 28 13 31 19.5 29 26.5q6 6 15.5 18.5t29 58.5 26.5 101q8 64 12.5 136.5T1792 788v176q1 145-18 290-7 55-25 99.5t-32 61.5l-14 17q-14 15-29 26.5t-31 19-28 12.5-28.5 8-24 4.5-23 3-16.5 1.5q-251 19-627 19-207-2-359.5-6.5T336 1512l-49-4-36-4q-36-5-54.5-10t-51-21-56.5-41q-6-6-15.5-18.5t-29-58.5T18 1254q-8-64-12.5-136.5T0 1004V828q-1-145 18-290 7-55 25-99.5T75 377l14-17q14-15 29-26.5t31-19.5 28-13 28.5-8 23.5-4.5 23-3 17-1.5q251-18 627-18z\"><\/path><\/svg><\/span><\/div>\n                          <span class=\"list-text d-block\"><span>3.3b: MLR coefficient of determination, R-squared<\/span><\/span>\n                        <\/div>\n                      <\/a>\n                      <div class=\"list-container-divider d-flex justify-content-lg-start justify-content-md-start justify-content-start\">\n                        <!---->\n                      <\/div>\n                    <\/li>\n                    <li class=\"list-item no-gutters\">\n                      <!---->\n                      <!---->\n                      <a href=\"https:\/\/youtu.be\/eMTkuGPYBJg\" target=\"_blank\" h-use-smooth-scroll=\"true\" class=\"item-link no-gutters\" rel=\"noopener\">\n                        <div class=\"d-flex h-col no-gutters align-items-lg-center align-items-md-center align-items-center list-item-text-wrapper\">\n                          <div class=\"d-flex\"><span class=\"h-svg-icon style-543-icon style-local-143-c5-icon\"><!--Icon by Font Awesome (https:\/\/fontawesome.com)--><svg version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" id=\"youtube-play\" viewBox=\"0 0 1792.0009 1896.0833\"><path d=\"M711 1128l484-250-484-253v503zm185-862q168 0 324.5 4.5T1450 280l73 4q1 0 17 1.5t23 3 23.5 4.5 28.5 8 28 13 31 19.5 29 26.5q6 6 15.5 18.5t29 58.5 26.5 101q8 64 12.5 136.5T1792 788v176q1 145-18 290-7 55-25 99.5t-32 61.5l-14 17q-14 15-29 26.5t-31 19-28 12.5-28.5 8-24 4.5-23 3-16.5 1.5q-251 19-627 19-207-2-359.5-6.5T336 1512l-49-4-36-4q-36-5-54.5-10t-51-21-56.5-41q-6-6-15.5-18.5t-29-58.5T18 1254q-8-64-12.5-136.5T0 1004V828q-1-145 18-290 7-55 25-99.5T75 377l14-17q14-15 29-26.5t31-19.5 28-13 28.5-8 23.5-4.5 23-3 17-1.5q251-18 627-18z\"><\/path><\/svg><\/span><\/div>\n                          <span class=\"list-text d-block\"><span>3.3c: MLR global usefulness test (overall F-test)<\/span><\/span>\n                        <\/div>\n                      <\/a>\n                      <div class=\"list-container-divider d-flex justify-content-lg-start justify-content-md-start justify-content-start\">\n                        <!---->\n                      <\/div>\n                    <\/li>\n                    <li class=\"list-item no-gutters\">\n                      <!---->\n                      <!---->\n                      <a href=\"https:\/\/youtu.be\/HE2xoXj186Y\" target=\"_blank\" h-use-smooth-scroll=\"true\" class=\"item-link no-gutters\" rel=\"noopener\">\n                        <div class=\"d-flex h-col no-gutters align-items-lg-center align-items-md-center align-items-center list-item-text-wrapper\">\n                          <div class=\"d-flex\"><span class=\"h-svg-icon style-543-icon style-local-143-c5-icon\"><!--Icon by Font Awesome (https:\/\/fontawesome.com)--><svg version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" id=\"youtube-play\" viewBox=\"0 0 1792.0009 1896.0833\"><path d=\"M711 1128l484-250-484-253v503zm185-862q168 0 324.5 4.5T1450 280l73 4q1 0 17 1.5t23 3 23.5 4.5 28.5 8 28 13 31 19.5 29 26.5q6 6 15.5 18.5t29 58.5 26.5 101q8 64 12.5 136.5T1792 788v176q1 145-18 290-7 55-25 99.5t-32 61.5l-14 17q-14 15-29 26.5t-31 19-28 12.5-28.5 8-24 4.5-23 3-16.5 1.5q-251 19-627 19-207-2-359.5-6.5T336 1512l-49-4-36-4q-36-5-54.5-10t-51-21-56.5-41q-6-6-15.5-18.5t-29-58.5T18 1254q-8-64-12.5-136.5T0 1004V828q-1-145 18-290 7-55 25-99.5T75 377l14-17q14-15 29-26.5t31-19.5 28-13 28.5-8 23.5-4.5 23-3 17-1.5q251-18 627-18z\"><\/path><\/svg><\/span><\/div>\n                          <span class=\"list-text d-block\"><span>3.3d: MLR nested model test (subset or partial F-test)<\/span><\/span>\n                        <\/div>\n                      <\/a>\n                      <div class=\"list-container-divider d-flex justify-content-lg-start justify-content-md-start justify-content-start\">\n                        <!---->\n                      <\/div>\n                    <\/li>\n                    <li class=\"list-item no-gutters\">\n                      <!---->\n                      <!---->\n                      <a href=\"https:\/\/youtu.be\/170xV51xLBg\" target=\"_blank\" h-use-smooth-scroll=\"true\" class=\"item-link no-gutters\" rel=\"noopener\">\n                        <div class=\"d-flex h-col no-gutters align-items-lg-center align-items-md-center align-items-center list-item-text-wrapper\">\n                          <div class=\"d-flex\"><span class=\"h-svg-icon style-543-icon style-local-143-c5-icon\"><!--Icon by Font Awesome (https:\/\/fontawesome.com)--><svg version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" id=\"youtube-play\" viewBox=\"0 0 1792.0009 1896.0833\"><path d=\"M711 1128l484-250-484-253v503zm185-862q168 0 324.5 4.5T1450 280l73 4q1 0 17 1.5t23 3 23.5 4.5 28.5 8 28 13 31 19.5 29 26.5q6 6 15.5 18.5t29 58.5 26.5 101q8 64 12.5 136.5T1792 788v176q1 145-18 290-7 55-25 99.5t-32 61.5l-14 17q-14 15-29 26.5t-31 19-28 12.5-28.5 8-24 4.5-23 3-16.5 1.5q-251 19-627 19-207-2-359.5-6.5T336 1512l-49-4-36-4q-36-5-54.5-10t-51-21-56.5-41q-6-6-15.5-18.5t-29-58.5T18 1254q-8-64-12.5-136.5T0 1004V828q-1-145 18-290 7-55 25-99.5T75 377l14-17q14-15 29-26.5t31-19.5 28-13 28.5-8 23.5-4.5 23-3 17-1.5q251-18 627-18z\"><\/path><\/svg><\/span><\/div>\n                          <span class=\"list-text d-block\"><span>3.3e: MLR individual parameter t-tests<\/span><\/span>\n                        <\/div>\n                      <\/a>\n                      <div class=\"list-container-divider d-flex justify-content-lg-start justify-content-md-start justify-content-start\">\n                        <!---->\n                      <\/div>\n                    <\/li>\n                    <li class=\"list-item no-gutters\">\n                      <!---->\n                      <!---->\n                      <a href=\"https:\/\/youtu.be\/0ftm5Nfbw-g\" target=\"_blank\" h-use-smooth-scroll=\"true\" class=\"item-link no-gutters\" rel=\"noopener\">\n                        <div class=\"d-flex h-col no-gutters align-items-lg-center align-items-md-center align-items-center list-item-text-wrapper\">\n                          <div class=\"d-flex\"><span class=\"h-svg-icon style-543-icon style-local-143-c5-icon\"><!--Icon by Font Awesome (https:\/\/fontawesome.com)--><svg version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" id=\"youtube-play\" viewBox=\"0 0 1792.0009 1896.0833\"><path d=\"M711 1128l484-250-484-253v503zm185-862q168 0 324.5 4.5T1450 280l73 4q1 0 17 1.5t23 3 23.5 4.5 28.5 8 28 13 31 19.5 29 26.5q6 6 15.5 18.5t29 58.5 26.5 101q8 64 12.5 136.5T1792 788v176q1 145-18 290-7 55-25 99.5t-32 61.5l-14 17q-14 15-29 26.5t-31 19-28 12.5-28.5 8-24 4.5-23 3-16.5 1.5q-251 19-627 19-207-2-359.5-6.5T336 1512l-49-4-36-4q-36-5-54.5-10t-51-21-56.5-41q-6-6-15.5-18.5t-29-58.5T18 1254q-8-64-12.5-136.5T0 1004V828q-1-145 18-290 7-55 25-99.5T75 377l14-17q14-15 29-26.5t31-19.5 28-13 28.5-8 23.5-4.5 23-3 17-1.5q251-18 627-18z\"><\/path><\/svg><\/span><\/div>\n                          <span class=\"list-text d-block\"><span>3.4: MLR model assumptions<\/span><\/span>\n                        <\/div>\n                      <\/a>\n                      <div class=\"list-container-divider d-flex justify-content-lg-start justify-content-md-start justify-content-start\">\n                        <!---->\n                      <\/div>\n                    <\/li>\n                    <li class=\"list-item no-gutters\">\n                      <!---->\n                      <!---->\n                      <a href=\"https:\/\/youtu.be\/QB7JwrUFV9A\" target=\"_blank\" h-use-smooth-scroll=\"true\" class=\"item-link no-gutters\" rel=\"noopener\">\n                        <div class=\"d-flex h-col no-gutters align-items-lg-center align-items-md-center align-items-center list-item-text-wrapper\">\n                          <div class=\"d-flex\"><span class=\"h-svg-icon style-543-icon style-local-143-c5-icon\"><!--Icon by Font Awesome (https:\/\/fontawesome.com)--><svg version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" id=\"youtube-play\" viewBox=\"0 0 1792.0009 1896.0833\"><path d=\"M711 1128l484-250-484-253v503zm185-862q168 0 324.5 4.5T1450 280l73 4q1 0 17 1.5t23 3 23.5 4.5 28.5 8 28 13 31 19.5 29 26.5q6 6 15.5 18.5t29 58.5 26.5 101q8 64 12.5 136.5T1792 788v176q1 145-18 290-7 55-25 99.5t-32 61.5l-14 17q-14 15-29 26.5t-31 19-28 12.5-28.5 8-24 4.5-23 3-16.5 1.5q-251 19-627 19-207-2-359.5-6.5T336 1512l-49-4-36-4q-36-5-54.5-10t-51-21-56.5-41q-6-6-15.5-18.5t-29-58.5T18 1254q-8-64-12.5-136.5T0 1004V828q-1-145 18-290 7-55 25-99.5T75 377l14-17q14-15 29-26.5t31-19.5 28-13 28.5-8 23.5-4.5 23-3 17-1.5q251-18 627-18z\"><\/path><\/svg><\/span><\/div>\n                          <span class=\"list-text d-block\"><span>3.5: MLR interpretation<\/span><\/span>\n                        <\/div>\n                      <\/a>\n                      <div class=\"list-container-divider d-flex justify-content-lg-start justify-content-md-start justify-content-start\">\n                        <!---->\n                      <\/div>\n                    <\/li>\n                    <li class=\"list-item no-gutters\">\n                      <!---->\n                      <!---->\n                      <a href=\"https:\/\/youtu.be\/zI3I6cQGiGE\" target=\"_blank\" h-use-smooth-scroll=\"true\" class=\"item-link no-gutters\" rel=\"noopener\">\n                        <div class=\"d-flex h-col no-gutters align-items-lg-center align-items-md-center align-items-center list-item-text-wrapper\">\n                          <div class=\"d-flex\"><span class=\"h-svg-icon style-543-icon style-local-143-c5-icon\"><!--Icon by Font Awesome (https:\/\/fontawesome.com)--><svg version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" id=\"youtube-play\" viewBox=\"0 0 1792.0009 1896.0833\"><path d=\"M711 1128l484-250-484-253v503zm185-862q168 0 324.5 4.5T1450 280l73 4q1 0 17 1.5t23 3 23.5 4.5 28.5 8 28 13 31 19.5 29 26.5q6 6 15.5 18.5t29 58.5 26.5 101q8 64 12.5 136.5T1792 788v176q1 145-18 290-7 55-25 99.5t-32 61.5l-14 17q-14 15-29 26.5t-31 19-28 12.5-28.5 8-24 4.5-23 3-16.5 1.5q-251 19-627 19-207-2-359.5-6.5T336 1512l-49-4-36-4q-36-5-54.5-10t-51-21-56.5-41q-6-6-15.5-18.5t-29-58.5T18 1254q-8-64-12.5-136.5T0 1004V828q-1-145 18-290 7-55 25-99.5T75 377l14-17q14-15 29-26.5t31-19.5 28-13 28.5-8 23.5-4.5 23-3 17-1.5q251-18 627-18z\"><\/path><\/svg><\/span><\/div>\n                          <span class=\"list-text d-block\"><span>3.6: MLR confidence and prediction intervals<\/span><\/span>\n                        <\/div>\n                      <\/a>\n                      <div class=\"list-container-divider d-flex justify-content-lg-start justify-content-md-start justify-content-start\">\n                        <!---->\n                      <\/div>\n                    <\/li>\n                    <li class=\"list-item no-gutters\">\n                      <!---->\n                      <!---->\n                      <a href=\"https:\/\/youtu.be\/IL30XgikCNI\" target=\"_blank\" h-use-smooth-scroll=\"true\" class=\"item-link no-gutters\" rel=\"noopener\">\n                        <div class=\"d-flex h-col no-gutters align-items-lg-center align-items-md-center align-items-center list-item-text-wrapper\">\n                          <div class=\"d-flex\"><span class=\"h-svg-icon style-543-icon style-local-143-c5-icon\"><!--Icon by Font Awesome (https:\/\/fontawesome.com)--><svg version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" id=\"youtube-play\" viewBox=\"0 0 1792.0009 1896.0833\"><path d=\"M711 1128l484-250-484-253v503zm185-862q168 0 324.5 4.5T1450 280l73 4q1 0 17 1.5t23 3 23.5 4.5 28.5 8 28 13 31 19.5 29 26.5q6 6 15.5 18.5t29 58.5 26.5 101q8 64 12.5 136.5T1792 788v176q1 145-18 290-7 55-25 99.5t-32 61.5l-14 17q-14 15-29 26.5t-31 19-28 12.5-28.5 8-24 4.5-23 3-16.5 1.5q-251 19-627 19-207-2-359.5-6.5T336 1512l-49-4-36-4q-36-5-54.5-10t-51-21-56.5-41q-6-6-15.5-18.5t-29-58.5T18 1254q-8-64-12.5-136.5T0 1004V828q-1-145 18-290 7-55 25-99.5T75 377l14-17q14-15 29-26.5t31-19.5 28-13 28.5-8 23.5-4.5 23-3 17-1.5q251-18 627-18z\"><\/path><\/svg><\/span><\/div>\n                          <span class=\"list-text d-block\"><span>4.1a: MLR predictor transformations<\/span><\/span>\n                        <\/div>\n                      <\/a>\n                      <div class=\"list-container-divider d-flex justify-content-lg-start justify-content-md-start justify-content-start\">\n                        <!---->\n                      <\/div>\n                    <\/li>\n                    <li class=\"list-item no-gutters\">\n                      <!---->\n                      <!---->\n                      <a href=\"https:\/\/youtu.be\/VUtZrvQAL3s\" target=\"_blank\" h-use-smooth-scroll=\"true\" class=\"item-link no-gutters\" rel=\"noopener\">\n                        <div class=\"d-flex h-col no-gutters align-items-lg-center align-items-md-center align-items-center list-item-text-wrapper\">\n                          <div class=\"d-flex\"><span class=\"h-svg-icon style-543-icon style-local-143-c5-icon\"><!--Icon by Font Awesome (https:\/\/fontawesome.com)--><svg version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" id=\"youtube-play\" viewBox=\"0 0 1792.0009 1896.0833\"><path d=\"M711 1128l484-250-484-253v503zm185-862q168 0 324.5 4.5T1450 280l73 4q1 0 17 1.5t23 3 23.5 4.5 28.5 8 28 13 31 19.5 29 26.5q6 6 15.5 18.5t29 58.5 26.5 101q8 64 12.5 136.5T1792 788v176q1 145-18 290-7 55-25 99.5t-32 61.5l-14 17q-14 15-29 26.5t-31 19-28 12.5-28.5 8-24 4.5-23 3-16.5 1.5q-251 19-627 19-207-2-359.5-6.5T336 1512l-49-4-36-4q-36-5-54.5-10t-51-21-56.5-41q-6-6-15.5-18.5t-29-58.5T18 1254q-8-64-12.5-136.5T0 1004V828q-1-145 18-290 7-55 25-99.5T75 377l14-17q14-15 29-26.5t31-19.5 28-13 28.5-8 23.5-4.5 23-3 17-1.5q251-18 627-18z\"><\/path><\/svg><\/span><\/div>\n                          <span class=\"list-text d-block\"><span>4.1b: MLR response transformations<\/span><\/span>\n                        <\/div>\n                      <\/a>\n                      <div class=\"list-container-divider d-flex justify-content-lg-start justify-content-md-start justify-content-start\">\n                        <!---->\n                      <\/div>\n                    <\/li>\n                    <li class=\"list-item no-gutters\">\n                      <!---->\n                      <!---->\n                      <a href=\"https:\/\/youtu.be\/wf4sCBiDToE\" target=\"_blank\" h-use-smooth-scroll=\"true\" class=\"item-link no-gutters\" rel=\"noopener\">\n                        <div class=\"d-flex h-col no-gutters align-items-lg-center align-items-md-center align-items-center list-item-text-wrapper\">\n                          <div class=\"d-flex\"><span class=\"h-svg-icon style-543-icon style-local-143-c5-icon\"><!--Icon by Font Awesome (https:\/\/fontawesome.com)--><svg version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" id=\"youtube-play\" viewBox=\"0 0 1792.0009 1896.0833\"><path d=\"M711 1128l484-250-484-253v503zm185-862q168 0 324.5 4.5T1450 280l73 4q1 0 17 1.5t23 3 23.5 4.5 28.5 8 28 13 31 19.5 29 26.5q6 6 15.5 18.5t29 58.5 26.5 101q8 64 12.5 136.5T1792 788v176q1 145-18 290-7 55-25 99.5t-32 61.5l-14 17q-14 15-29 26.5t-31 19-28 12.5-28.5 8-24 4.5-23 3-16.5 1.5q-251 19-627 19-207-2-359.5-6.5T336 1512l-49-4-36-4q-36-5-54.5-10t-51-21-56.5-41q-6-6-15.5-18.5t-29-58.5T18 1254q-8-64-12.5-136.5T0 1004V828q-1-145 18-290 7-55 25-99.5T75 377l14-17q14-15 29-26.5t31-19.5 28-13 28.5-8 23.5-4.5 23-3 17-1.5q251-18 627-18z\"><\/path><\/svg><\/span><\/div>\n                          <span class=\"list-text d-block\"><span>4.2: MLR interactions<\/span><\/span>\n                        <\/div>\n                      <\/a>\n                      <div class=\"list-container-divider d-flex justify-content-lg-start justify-content-md-start justify-content-start\">\n                        <!---->\n                      <\/div>\n                    <\/li>\n                    <li class=\"list-item no-gutters\">\n                      <!---->\n                      <!---->\n                      <a href=\"https:\/\/youtu.be\/vD_7kl39Wuk\" target=\"_blank\" h-use-smooth-scroll=\"true\" class=\"item-link no-gutters\" rel=\"noopener\">\n                        <div class=\"d-flex h-col no-gutters align-items-lg-center align-items-md-center align-items-center list-item-text-wrapper\">\n                          <div class=\"d-flex\"><span class=\"h-svg-icon style-543-icon style-local-143-c5-icon\"><!--Icon by Font Awesome (https:\/\/fontawesome.com)--><svg version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" id=\"youtube-play\" viewBox=\"0 0 1792.0009 1896.0833\"><path d=\"M711 1128l484-250-484-253v503zm185-862q168 0 324.5 4.5T1450 280l73 4q1 0 17 1.5t23 3 23.5 4.5 28.5 8 28 13 31 19.5 29 26.5q6 6 15.5 18.5t29 58.5 26.5 101q8 64 12.5 136.5T1792 788v176q1 145-18 290-7 55-25 99.5t-32 61.5l-14 17q-14 15-29 26.5t-31 19-28 12.5-28.5 8-24 4.5-23 3-16.5 1.5q-251 19-627 19-207-2-359.5-6.5T336 1512l-49-4-36-4q-36-5-54.5-10t-51-21-56.5-41q-6-6-15.5-18.5t-29-58.5T18 1254q-8-64-12.5-136.5T0 1004V828q-1-145 18-290 7-55 25-99.5T75 377l14-17q14-15 29-26.5t31-19.5 28-13 28.5-8 23.5-4.5 23-3 17-1.5q251-18 627-18z\"><\/path><\/svg><\/span><\/div>\n                          <span class=\"list-text d-block\"><span>4.3a: MLR categorical predictors (part 1)<\/span><\/span>\n                        <\/div>\n                      <\/a>\n                      <div class=\"list-container-divider d-flex justify-content-lg-start justify-content-md-start justify-content-start\">\n                        <!---->\n                      <\/div>\n                    <\/li>\n                    <li class=\"list-item no-gutters\">\n                      <!---->\n                      <!---->\n                      <a href=\"https:\/\/youtu.be\/suaLbblkNkM\" target=\"_blank\" h-use-smooth-scroll=\"true\" class=\"item-link no-gutters\" rel=\"noopener\">\n                        <div class=\"d-flex h-col no-gutters align-items-lg-center align-items-md-center align-items-center list-item-text-wrapper\">\n                          <div class=\"d-flex\"><span class=\"h-svg-icon style-543-icon style-local-143-c5-icon\"><!--Icon by Font Awesome (https:\/\/fontawesome.com)--><svg version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" id=\"youtube-play\" viewBox=\"0 0 1792.0009 1896.0833\"><path d=\"M711 1128l484-250-484-253v503zm185-862q168 0 324.5 4.5T1450 280l73 4q1 0 17 1.5t23 3 23.5 4.5 28.5 8 28 13 31 19.5 29 26.5q6 6 15.5 18.5t29 58.5 26.5 101q8 64 12.5 136.5T1792 788v176q1 145-18 290-7 55-25 99.5t-32 61.5l-14 17q-14 15-29 26.5t-31 19-28 12.5-28.5 8-24 4.5-23 3-16.5 1.5q-251 19-627 19-207-2-359.5-6.5T336 1512l-49-4-36-4q-36-5-54.5-10t-51-21-56.5-41q-6-6-15.5-18.5t-29-58.5T18 1254q-8-64-12.5-136.5T0 1004V828q-1-145 18-290 7-55 25-99.5T75 377l14-17q14-15 29-26.5t31-19.5 28-13 28.5-8 23.5-4.5 23-3 17-1.5q251-18 627-18z\"><\/path><\/svg><\/span><\/div>\n                          <span class=\"list-text d-block\"><span>4.3b: MLR categorical predictors (part 2)<\/span><\/span>\n                        <\/div>\n                      <\/a>\n                      <div class=\"list-container-divider d-flex justify-content-lg-start justify-content-md-start justify-content-start\">\n                        <!---->\n                      <\/div>\n                    <\/li>\n                    <li class=\"list-item no-gutters\">\n                      <!---->\n                      <!---->\n                      <a href=\"https:\/\/youtu.be\/cbrJYBakGLI\" target=\"_blank\" h-use-smooth-scroll=\"true\" class=\"item-link no-gutters\" rel=\"noopener\">\n                        <div class=\"d-flex h-col no-gutters align-items-lg-center align-items-md-center align-items-center list-item-text-wrapper\">\n                          <div class=\"d-flex\"><span class=\"h-svg-icon style-543-icon style-local-143-c5-icon\"><!--Icon by Font Awesome (https:\/\/fontawesome.com)--><svg version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" id=\"youtube-play\" viewBox=\"0 0 1792.0009 1896.0833\"><path d=\"M711 1128l484-250-484-253v503zm185-862q168 0 324.5 4.5T1450 280l73 4q1 0 17 1.5t23 3 23.5 4.5 28.5 8 28 13 31 19.5 29 26.5q6 6 15.5 18.5t29 58.5 26.5 101q8 64 12.5 136.5T1792 788v176q1 145-18 290-7 55-25 99.5t-32 61.5l-14 17q-14 15-29 26.5t-31 19-28 12.5-28.5 8-24 4.5-23 3-16.5 1.5q-251 19-627 19-207-2-359.5-6.5T336 1512l-49-4-36-4q-36-5-54.5-10t-51-21-56.5-41q-6-6-15.5-18.5t-29-58.5T18 1254q-8-64-12.5-136.5T0 1004V828q-1-145 18-290 7-55 25-99.5T75 377l14-17q14-15 29-26.5t31-19.5 28-13 28.5-8 23.5-4.5 23-3 17-1.5q251-18 627-18z\"><\/path><\/svg><\/span><\/div>\n                          <span class=\"list-text d-block\"><span>4.3c: MLR categorical predictors (part 3)<\/span><\/span>\n                        <\/div>\n                      <\/a>\n                      <div class=\"list-container-divider d-flex justify-content-lg-start justify-content-md-start justify-content-start\">\n                        <!---->\n                      <\/div>\n                    <\/li>\n                    <li class=\"list-item no-gutters\">\n                      <!---->\n                      <!---->\n                      <a href=\"https:\/\/youtu.be\/GHq6OeOoZCc\" target=\"_blank\" h-use-smooth-scroll=\"true\" class=\"item-link no-gutters\" rel=\"noopener\">\n                        <div class=\"d-flex h-col no-gutters align-items-lg-center align-items-md-center align-items-center list-item-text-wrapper\">\n                          <div class=\"d-flex\"><span class=\"h-svg-icon style-543-icon style-local-143-c5-icon\"><!--Icon by Font Awesome (https:\/\/fontawesome.com)--><svg version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" id=\"youtube-play\" viewBox=\"0 0 1792.0009 1896.0833\"><path d=\"M711 1128l484-250-484-253v503zm185-862q168 0 324.5 4.5T1450 280l73 4q1 0 17 1.5t23 3 23.5 4.5 28.5 8 28 13 31 19.5 29 26.5q6 6 15.5 18.5t29 58.5 26.5 101q8 64 12.5 136.5T1792 788v176q1 145-18 290-7 55-25 99.5t-32 61.5l-14 17q-14 15-29 26.5t-31 19-28 12.5-28.5 8-24 4.5-23 3-16.5 1.5q-251 19-627 19-207-2-359.5-6.5T336 1512l-49-4-36-4q-36-5-54.5-10t-51-21-56.5-41q-6-6-15.5-18.5t-29-58.5T18 1254q-8-64-12.5-136.5T0 1004V828q-1-145 18-290 7-55 25-99.5T75 377l14-17q14-15 29-26.5t31-19.5 28-13 28.5-8 23.5-4.5 23-3 17-1.5q251-18 627-18z\"><\/path><\/svg><\/span><\/div>\n                          <span class=\"list-text d-block\"><span>5.1a: MLR outliers<\/span><\/span>\n                        <\/div>\n                      <\/a>\n                      <div class=\"list-container-divider d-flex justify-content-lg-start justify-content-md-start justify-content-start\">\n                        <!---->\n                      <\/div>\n                    <\/li>\n                    <li class=\"list-item no-gutters\">\n                      <!---->\n                      <!---->\n                      <a href=\"https:\/\/youtu.be\/p5iXwqOIiws\" target=\"_blank\" h-use-smooth-scroll=\"true\" class=\"item-link no-gutters\" rel=\"noopener\">\n                        <div class=\"d-flex h-col no-gutters align-items-lg-center align-items-md-center align-items-center list-item-text-wrapper\">\n                          <div class=\"d-flex\"><span class=\"h-svg-icon style-543-icon style-local-143-c5-icon\"><!--Icon by Font Awesome (https:\/\/fontawesome.com)--><svg version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" id=\"youtube-play\" viewBox=\"0 0 1792.0009 1896.0833\"><path d=\"M711 1128l484-250-484-253v503zm185-862q168 0 324.5 4.5T1450 280l73 4q1 0 17 1.5t23 3 23.5 4.5 28.5 8 28 13 31 19.5 29 26.5q6 6 15.5 18.5t29 58.5 26.5 101q8 64 12.5 136.5T1792 788v176q1 145-18 290-7 55-25 99.5t-32 61.5l-14 17q-14 15-29 26.5t-31 19-28 12.5-28.5 8-24 4.5-23 3-16.5 1.5q-251 19-627 19-207-2-359.5-6.5T336 1512l-49-4-36-4q-36-5-54.5-10t-51-21-56.5-41q-6-6-15.5-18.5t-29-58.5T18 1254q-8-64-12.5-136.5T0 1004V828q-1-145 18-290 7-55 25-99.5T75 377l14-17q14-15 29-26.5t31-19.5 28-13 28.5-8 23.5-4.5 23-3 17-1.5q251-18 627-18z\"><\/path><\/svg><\/span><\/div>\n                          <span class=\"list-text d-block\"><span>5.1b: MLR leverage<\/span><\/span>\n                        <\/div>\n                      <\/a>\n                      <div class=\"list-container-divider d-flex justify-content-lg-start justify-content-md-start justify-content-start\">\n                        <!---->\n                      <\/div>\n                    <\/li>\n                    <li class=\"list-item no-gutters\">\n                      <!---->\n                      <!---->\n                      <a href=\"https:\/\/youtu.be\/46BdUiEZPeg\" target=\"_blank\" h-use-smooth-scroll=\"true\" class=\"item-link no-gutters\" rel=\"noopener\">\n                        <div class=\"d-flex h-col no-gutters align-items-lg-center align-items-md-center align-items-center list-item-text-wrapper\">\n                          <div class=\"d-flex\"><span class=\"h-svg-icon style-543-icon style-local-143-c5-icon\"><!--Icon by Font Awesome (https:\/\/fontawesome.com)--><svg version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" id=\"youtube-play\" viewBox=\"0 0 1792.0009 1896.0833\"><path d=\"M711 1128l484-250-484-253v503zm185-862q168 0 324.5 4.5T1450 280l73 4q1 0 17 1.5t23 3 23.5 4.5 28.5 8 28 13 31 19.5 29 26.5q6 6 15.5 18.5t29 58.5 26.5 101q8 64 12.5 136.5T1792 788v176q1 145-18 290-7 55-25 99.5t-32 61.5l-14 17q-14 15-29 26.5t-31 19-28 12.5-28.5 8-24 4.5-23 3-16.5 1.5q-251 19-627 19-207-2-359.5-6.5T336 1512l-49-4-36-4q-36-5-54.5-10t-51-21-56.5-41q-6-6-15.5-18.5t-29-58.5T18 1254q-8-64-12.5-136.5T0 1004V828q-1-145 18-290 7-55 25-99.5T75 377l14-17q14-15 29-26.5t31-19.5 28-13 28.5-8 23.5-4.5 23-3 17-1.5q251-18 627-18z\"><\/path><\/svg><\/span><\/div>\n                          <span class=\"list-text d-block\"><span>5.1c: MLR Cook&#8217;s distance<\/span><\/span>\n                        <\/div>\n                      <\/a>\n                      <div class=\"list-container-divider d-flex justify-content-lg-start justify-content-md-start justify-content-start\">\n                        <!---->\n                      <\/div>\n                    <\/li>\n                    <li class=\"list-item no-gutters\">\n                      <!---->\n                      <!---->\n                      <a href=\"https:\/\/youtu.be\/ijVR93sJ2L4\" target=\"_blank\" h-use-smooth-scroll=\"true\" class=\"item-link no-gutters\" rel=\"noopener\">\n                        <div class=\"d-flex h-col no-gutters align-items-lg-center align-items-md-center align-items-center list-item-text-wrapper\">\n                          <div class=\"d-flex\"><span class=\"h-svg-icon style-543-icon style-local-143-c5-icon\"><!--Icon by Font Awesome (https:\/\/fontawesome.com)--><svg version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" id=\"youtube-play\" viewBox=\"0 0 1792.0009 1896.0833\"><path d=\"M711 1128l484-250-484-253v503zm185-862q168 0 324.5 4.5T1450 280l73 4q1 0 17 1.5t23 3 23.5 4.5 28.5 8 28 13 31 19.5 29 26.5q6 6 15.5 18.5t29 58.5 26.5 101q8 64 12.5 136.5T1792 788v176q1 145-18 290-7 55-25 99.5t-32 61.5l-14 17q-14 15-29 26.5t-31 19-28 12.5-28.5 8-24 4.5-23 3-16.5 1.5q-251 19-627 19-207-2-359.5-6.5T336 1512l-49-4-36-4q-36-5-54.5-10t-51-21-56.5-41q-6-6-15.5-18.5t-29-58.5T18 1254q-8-64-12.5-136.5T0 1004V828q-1-145 18-290 7-55 25-99.5T75 377l14-17q14-15 29-26.5t31-19.5 28-13 28.5-8 23.5-4.5 23-3 17-1.5q251-18 627-18z\"><\/path><\/svg><\/span><\/div>\n                          <span class=\"list-text d-block\"><span>5.2a: MLR pitfalls &#8211; nonconstant variance<\/span><\/span>\n                        <\/div>\n                      <\/a>\n                      <div class=\"list-container-divider d-flex justify-content-lg-start justify-content-md-start justify-content-start\">\n                        <!---->\n                      <\/div>\n                    <\/li>\n                    <li class=\"list-item no-gutters\">\n                      <!---->\n                      <!---->\n                      <a href=\"https:\/\/youtu.be\/kglx8819jD0\" target=\"_blank\" h-use-smooth-scroll=\"true\" class=\"item-link no-gutters\" rel=\"noopener\">\n                        <div class=\"d-flex h-col no-gutters align-items-lg-center align-items-md-center align-items-center list-item-text-wrapper\">\n                          <div class=\"d-flex\"><span class=\"h-svg-icon style-543-icon style-local-143-c5-icon\"><!--Icon by Font Awesome (https:\/\/fontawesome.com)--><svg version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" id=\"youtube-play\" viewBox=\"0 0 1792.0009 1896.0833\"><path d=\"M711 1128l484-250-484-253v503zm185-862q168 0 324.5 4.5T1450 280l73 4q1 0 17 1.5t23 3 23.5 4.5 28.5 8 28 13 31 19.5 29 26.5q6 6 15.5 18.5t29 58.5 26.5 101q8 64 12.5 136.5T1792 788v176q1 145-18 290-7 55-25 99.5t-32 61.5l-14 17q-14 15-29 26.5t-31 19-28 12.5-28.5 8-24 4.5-23 3-16.5 1.5q-251 19-627 19-207-2-359.5-6.5T336 1512l-49-4-36-4q-36-5-54.5-10t-51-21-56.5-41q-6-6-15.5-18.5t-29-58.5T18 1254q-8-64-12.5-136.5T0 1004V828q-1-145 18-290 7-55 25-99.5T75 377l14-17q14-15 29-26.5t31-19.5 28-13 28.5-8 23.5-4.5 23-3 17-1.5q251-18 627-18z\"><\/path><\/svg><\/span><\/div>\n                          <span class=\"list-text d-block\"><span>5.2b: MLR pitfalls &#8211; autocorrelation<\/span><\/span>\n                        <\/div>\n                      <\/a>\n                      <div class=\"list-container-divider d-flex justify-content-lg-start justify-content-md-start justify-content-start\">\n                        <!---->\n                      <\/div>\n                    <\/li>\n                    <li class=\"list-item no-gutters\">\n                      <!---->\n                      <!---->\n                      <a href=\"https:\/\/youtu.be\/P2r84a0buzs\" target=\"_blank\" h-use-smooth-scroll=\"true\" class=\"item-link no-gutters\" rel=\"noopener\">\n                        <div class=\"d-flex h-col no-gutters align-items-lg-center align-items-md-center align-items-center list-item-text-wrapper\">\n                          <div class=\"d-flex\"><span class=\"h-svg-icon style-543-icon style-local-143-c5-icon\"><!--Icon by Font Awesome (https:\/\/fontawesome.com)--><svg version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" id=\"youtube-play\" viewBox=\"0 0 1792.0009 1896.0833\"><path d=\"M711 1128l484-250-484-253v503zm185-862q168 0 324.5 4.5T1450 280l73 4q1 0 17 1.5t23 3 23.5 4.5 28.5 8 28 13 31 19.5 29 26.5q6 6 15.5 18.5t29 58.5 26.5 101q8 64 12.5 136.5T1792 788v176q1 145-18 290-7 55-25 99.5t-32 61.5l-14 17q-14 15-29 26.5t-31 19-28 12.5-28.5 8-24 4.5-23 3-16.5 1.5q-251 19-627 19-207-2-359.5-6.5T336 1512l-49-4-36-4q-36-5-54.5-10t-51-21-56.5-41q-6-6-15.5-18.5t-29-58.5T18 1254q-8-64-12.5-136.5T0 1004V828q-1-145 18-290 7-55 25-99.5T75 377l14-17q14-15 29-26.5t31-19.5 28-13 28.5-8 23.5-4.5 23-3 17-1.5q251-18 627-18z\"><\/path><\/svg><\/span><\/div>\n                          <span class=\"list-text d-block\"><span>5.2c: MLR pitfalls &#8211; multicollinearity<\/span><\/span>\n                        <\/div>\n                      <\/a>\n                      <div class=\"list-container-divider d-flex justify-content-lg-start justify-content-md-start justify-content-start\">\n                        <!---->\n                      <\/div>\n                    <\/li>\n                    <li class=\"list-item no-gutters\">\n                      <!---->\n                      <!---->\n                      <a href=\"https:\/\/youtu.be\/F9SxIaxWSSw\" target=\"_blank\" h-use-smooth-scroll=\"true\" class=\"item-link no-gutters\" rel=\"noopener\">\n                        <div class=\"d-flex h-col no-gutters align-items-lg-center align-items-md-center align-items-center list-item-text-wrapper\">\n                          <div class=\"d-flex\"><span class=\"h-svg-icon style-543-icon style-local-143-c5-icon\"><!--Icon by Font Awesome (https:\/\/fontawesome.com)--><svg version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" id=\"youtube-play\" viewBox=\"0 0 1792.0009 1896.0833\"><path d=\"M711 1128l484-250-484-253v503zm185-862q168 0 324.5 4.5T1450 280l73 4q1 0 17 1.5t23 3 23.5 4.5 28.5 8 28 13 31 19.5 29 26.5q6 6 15.5 18.5t29 58.5 26.5 101q8 64 12.5 136.5T1792 788v176q1 145-18 290-7 55-25 99.5t-32 61.5l-14 17q-14 15-29 26.5t-31 19-28 12.5-28.5 8-24 4.5-23 3-16.5 1.5q-251 19-627 19-207-2-359.5-6.5T336 1512l-49-4-36-4q-36-5-54.5-10t-51-21-56.5-41q-6-6-15.5-18.5t-29-58.5T18 1254q-8-64-12.5-136.5T0 1004V828q-1-145 18-290 7-55 25-99.5T75 377l14-17q14-15 29-26.5t31-19.5 28-13 28.5-8 23.5-4.5 23-3 17-1.5q251-18 627-18z\"><\/path><\/svg><\/span><\/div>\n                          <span class=\"list-text d-block\"><span>5.2d: MLR pitfalls &#8211; Simpson&#8217;s paradox<\/span><\/span>\n                        <\/div>\n                      <\/a>\n                      <div class=\"list-container-divider d-flex justify-content-lg-start justify-content-md-start justify-content-start\">\n                        <!---->\n                      <\/div>\n                    <\/li>\n                    <li class=\"list-item no-gutters\">\n                      <!---->\n                      <!---->\n                      <a href=\"https:\/\/youtu.be\/oW-9p9TGGk4\" target=\"_blank\" h-use-smooth-scroll=\"true\" class=\"item-link no-gutters\" rel=\"noopener\">\n                        <div class=\"d-flex h-col no-gutters align-items-lg-center align-items-md-center align-items-center list-item-text-wrapper\">\n                          <div class=\"d-flex\"><span class=\"h-svg-icon style-543-icon style-local-143-c5-icon\"><!--Icon by Font Awesome (https:\/\/fontawesome.com)--><svg version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" id=\"youtube-play\" viewBox=\"0 0 1792.0009 1896.0833\"><path d=\"M711 1128l484-250-484-253v503zm185-862q168 0 324.5 4.5T1450 280l73 4q1 0 17 1.5t23 3 23.5 4.5 28.5 8 28 13 31 19.5 29 26.5q6 6 15.5 18.5t29 58.5 26.5 101q8 64 12.5 136.5T1792 788v176q1 145-18 290-7 55-25 99.5t-32 61.5l-14 17q-14 15-29 26.5t-31 19-28 12.5-28.5 8-24 4.5-23 3-16.5 1.5q-251 19-627 19-207-2-359.5-6.5T336 1512l-49-4-36-4q-36-5-54.5-10t-51-21-56.5-41q-6-6-15.5-18.5t-29-58.5T18 1254q-8-64-12.5-136.5T0 1004V828q-1-145 18-290 7-55 25-99.5T75 377l14-17q14-15 29-26.5t31-19.5 28-13 28.5-8 23.5-4.5 23-3 17-1.5q251-18 627-18z\"><\/path><\/svg><\/span><\/div>\n                          <span class=\"list-text d-block\"><span>5.2e: MLR pitfalls &#8211; overfitting, extrapolation, missing data<\/span><\/span>\n                        <\/div>\n                      <\/a>\n                      <div class=\"list-container-divider d-flex justify-content-lg-start justify-content-md-start justify-content-start\">\n                        <!---->\n                      <\/div>\n                    <\/li>\n                    <li class=\"list-item no-gutters\">\n                      <!---->\n                      <!---->\n                      <a href=\"https:\/\/youtu.be\/lfNqTjslVO8\" target=\"_blank\" h-use-smooth-scroll=\"true\" class=\"item-link no-gutters\" rel=\"noopener\">\n                        <div class=\"d-flex h-col no-gutters align-items-lg-center align-items-md-center align-items-center list-item-text-wrapper\">\n                          <div class=\"d-flex\"><span class=\"h-svg-icon style-543-icon style-local-143-c5-icon\"><!--Icon by Font Awesome (https:\/\/fontawesome.com)--><svg version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" id=\"youtube-play\" viewBox=\"0 0 1792.0009 1896.0833\"><path d=\"M711 1128l484-250-484-253v503zm185-862q168 0 324.5 4.5T1450 280l73 4q1 0 17 1.5t23 3 23.5 4.5 28.5 8 28 13 31 19.5 29 26.5q6 6 15.5 18.5t29 58.5 26.5 101q8 64 12.5 136.5T1792 788v176q1 145-18 290-7 55-25 99.5t-32 61.5l-14 17q-14 15-29 26.5t-31 19-28 12.5-28.5 8-24 4.5-23 3-16.5 1.5q-251 19-627 19-207-2-359.5-6.5T336 1512l-49-4-36-4q-36-5-54.5-10t-51-21-56.5-41q-6-6-15.5-18.5t-29-58.5T18 1254q-8-64-12.5-136.5T0 1004V828q-1-145 18-290 7-55 25-99.5T75 377l14-17q14-15 29-26.5t31-19.5 28-13 28.5-8 23.5-4.5 23-3 17-1.5q251-18 627-18z\"><\/path><\/svg><\/span><\/div>\n                          <span class=\"list-text d-block\"><span>5.3: MLR model building guidelines<\/span><\/span>\n                        <\/div>\n                      <\/a>\n                      <div class=\"list-container-divider d-flex justify-content-lg-start justify-content-md-start justify-content-start\">\n                        <!---->\n                      <\/div>\n                    <\/li>\n                    <li class=\"list-item no-gutters\">\n                      <!---->\n                      <!---->\n                      <a href=\"https:\/\/youtu.be\/uJtKlzAcVYQ\" target=\"_blank\" h-use-smooth-scroll=\"true\" class=\"item-link no-gutters\" rel=\"noopener\">\n                        <div class=\"d-flex h-col no-gutters align-items-lg-center align-items-md-center align-items-center list-item-text-wrapper\">\n                          <div class=\"d-flex\"><span class=\"h-svg-icon style-543-icon style-local-143-c5-icon\"><!--Icon by Font Awesome (https:\/\/fontawesome.com)--><svg version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" id=\"youtube-play\" viewBox=\"0 0 1792.0009 1896.0833\"><path d=\"M711 1128l484-250-484-253v503zm185-862q168 0 324.5 4.5T1450 280l73 4q1 0 17 1.5t23 3 23.5 4.5 28.5 8 28 13 31 19.5 29 26.5q6 6 15.5 18.5t29 58.5 26.5 101q8 64 12.5 136.5T1792 788v176q1 145-18 290-7 55-25 99.5t-32 61.5l-14 17q-14 15-29 26.5t-31 19-28 12.5-28.5 8-24 4.5-23 3-16.5 1.5q-251 19-627 19-207-2-359.5-6.5T336 1512l-49-4-36-4q-36-5-54.5-10t-51-21-56.5-41q-6-6-15.5-18.5t-29-58.5T18 1254q-8-64-12.5-136.5T0 1004V828q-1-145 18-290 7-55 25-99.5T75 377l14-17q14-15 29-26.5t31-19.5 28-13 28.5-8 23.5-4.5 23-3 17-1.5q251-18 627-18z\"><\/path><\/svg><\/span><\/div>\n                          <span class=\"list-text d-block\"><span>5.4: MLR predictor effect plots<\/span><\/span>\n                        <\/div>\n                      <\/a>\n                      <div class=\"list-container-divider d-flex justify-content-lg-start justify-content-md-start justify-content-start\" style=\"display: none;\">\n                        <!---->\n                      <\/div>\n                      <div class=\"list-container-divider d-flex justify-content-lg-start justify-content-md-start justify-content-start last-el-spacer\"><\/div>\n                    <\/li>\n                  <\/ul>\n                <\/div>\n              <\/div>\n            <\/div>\n          <\/div>\n        <\/div>\n      <\/div>\n    <\/div>\n  <\/div>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>Instructional Videos YouTube Channel 1.1: Identifying and summarizing data 1.2: Population distributions 1.3: Selecting individuals at random &#8211; probability 1.4a: Random sampling (part 1) 1.4b: Random sampling (part 2) 1.5: Interval estimation 1.6a: Hypothesis testing (part 1) 1.6b: Hypothesis testing (part 2) 1.7: Prediction intervals 2.1: Simple linear regression (SLR) model 2.2: SLR least squares [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":267,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"page-templates\/full-width-page.php","meta":{"footnotes":""},"class_list":["post-143","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/iainpardoe.com\/arm3e\/wp-json\/wp\/v2\/pages\/143","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/iainpardoe.com\/arm3e\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/iainpardoe.com\/arm3e\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/iainpardoe.com\/arm3e\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/iainpardoe.com\/arm3e\/wp-json\/wp\/v2\/comments?post=143"}],"version-history":[{"count":20,"href":"https:\/\/iainpardoe.com\/arm3e\/wp-json\/wp\/v2\/pages\/143\/revisions"}],"predecessor-version":[{"id":2055,"href":"https:\/\/iainpardoe.com\/arm3e\/wp-json\/wp\/v2\/pages\/143\/revisions\/2055"}],"up":[{"embeddable":true,"href":"https:\/\/iainpardoe.com\/arm3e\/wp-json\/wp\/v2\/pages\/267"}],"wp:attachment":[{"href":"https:\/\/iainpardoe.com\/arm3e\/wp-json\/wp\/v2\/media?parent=143"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}