Iain Pardoe

Refereed Papers

• Durham, C. A., C. A. Roheim and I. Pardoe. (2012). Picking apples: Can multi-attribute ecolabels compete? Journal of Agricultural & Food Industrial Organization 10(1), online.
  • PDF paper.
• Pardoe, I. (2008). Modeling home prices using realtor data. Journal of Statistics Education 16(2), online.
  • HTML abstract, HTML paper, PDF paper.
  • Data.
• Pardoe, I. and D. K. Simonton (2008). Applying discrete choice models to predict Academy Award winners. Journal of the Royal Statistical Society, Series A, 171(2), 375-394.
  • HTML abstract, PDF paper.
  • Data, Code-book, R code, WinBUGS model (these files work with Andrew Gelman's R2WinBUGS software).
• Gelman, A. and I. Pardoe (2007). Average predictive comparisons for models with nonlinearity, interactions, and variance components. Sociological Methodology 37(1), 23-51.
  • HTML abstract, PDF paper.
• Pardoe, I. and R. D. Cook (2007). A graphical diagnostic for variance functions. Australian & New Zealand Journal of Statistics 49(3), 241-250.
  • HTML abstract, PDF paper.
• Pardoe, I., X. Yin, and R. D. Cook (2007). Graphical tools for quadratic discriminant analysis. Technometrics 49(2), 172-183.
  • HTML abstract, PDF paper.
• Gelman, A. and I. Pardoe (2006). Bayesian measures of explained variance and pooling in multilevel (hierarchical) models. Technometrics, 48(2) 241-251.
  • HTML abstract, PDF paper.
• Pardoe, I. and R. R. Weidner (2006). Sentencing convicted felons in the United States: a Bayesian analysis using multilevel covariates (with discussion). Journal of Statistical Planning and Inference, 136(4) 1433-1472.
  • HTML abstract, PDF paper, PDF rejoinder.
  • Data, R code, WinBUGS model (these files work with Andrew Gelman's R2WinBUGS software).
• Pardoe, I (2005). Just how predictable are the Oscars? Chance 18(4), 32-39.
  • PDF paper.
• Pardoe, I. (2004). Multidimensional scaling for selecting small groups in college courses. The American Statistician 58(4), 317-321.
  • HTML abstract, PDF paper.
  • SAS code, Excel data.
• Durham, C. A., I. Pardoe, and E. Vega (2004). A methodology for evaluating how product characteristics impact choice in retail settings with many zero observations: an application to restaurant wine purchase. Journal of Agricultural and Resource Economics 29(1), 112-131.
  • HTML abstract, PDF paper.
  • WinBUGS code.
• Pardoe, I. (2004). Model assessment plots for multilevel logistic regression. Computational Statistics and Data Analysis 46(2), 295-307.
  • HTML abstract, PDF paper.
  • S-Plus code, Data.
  • Hierarchical results, Non-hierarchical results.
• Weidner, R. R., R. Frase, and I. Pardoe (2004). Explaining sentence severity in large urban counties: a multilevel analysis of contextual and case-level factors. The Prison Journal 84(2), 184-207.
  • HTML abstract, PDF paper.
• Pardoe, I. and R. D. Cook (2002). A graphical method for assessing the fit of a logistic regression model. The American Statistician 56(4), 263-272.
  • HTML abstract, PDF paper.
• Pardoe, I. (2001). A Bayesian sampling approach to regression model checking. Journal of Computational and Graphical Statistics 10(4), 617-627.
  • HTML abstract, PDF paper.
• Cook, R. D. and I. Pardoe (2000). Comment on "Bayesian backfitting" by T. J. Hastie and R. J. Tibshirani. Statistical Science, 15(3). 213-216.
  • PDF paper.
• Pardoe, I. and R. D. Cook (2000). Sampling to assess the fit of regression models. Joint Newsletter for the Section on Physical and Engineering Sciences and the Quality and Productivity Section of the American Statistical Association 6(1), 10-11.
  • PDF article.