Bootstrapping Regression Models

by David Freedman


David Freedman will be giving a survey lecture on bootstrapping regression models. He refers interested scholars to the following reading list.

"Bootstrapping Regression Models," The Annals of Statistics, 1981, Vol. 9, No. 6, pp. 1218-1228.

"Some Asymptotic Theory for the Bootstrap," with Peter Bickel, The Annals of Statistics, 1981, Vol. 9, No. 6, pp. 1196-1217.

"On the Impact of Variable Selection in Fitting Regression Equations," with W. Navidi and S. Peters, Technical Report No. 87, 1987, Statistics Department, University of California, Berkeley.

"Bootstrapping an Econometric Model: Some Empirical Results," with Stephen Peters, Journal of Business and Economic Statistics, 1984, Vol. 2, No. 2, pp. 150-158.

"Bootstrapping a Regression Equation: Some Empirical Results," with Stephen Peters, 1984, Vol. 79, No. 385, pp. 97-106.