This report presents (1) the basic ideas of bootstrapping when applied in regression problems, as described in Davison and Hinkley (1997) and Efron and Tibshirani (1993), and (2) how to implement these ideas using Arc, the computer package that accompanies Cook and Weisberg (1999). This add-on works for linear, generalized linear, nonlinear and generalized nonlinear models.
Cook, R. D. and S. Weisberg (1999). Applied Regression Including Computing and Graphics. New York: Wiley.
Davison, A.C., and Hinkley, D.V. (1997), Bootstrap Methods and their Application, New York: Cambridge University Press.
Efron, B., and Tibshirani, R.J. (1993), An Introduction to the Bootstrap, New York: Chapman and Hall.
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Last updated: October 9, 2001
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© 2001, Iain Pardoe, Lundquist College of Business, University of Oregon