One Philosophical and Scientific Problems when Applying Statistical Methods to Clinical Data. - 1 The Randomized Controlled Clinical Trial. - 2 Probability Models and Clinical Medicine. - 3 Significance Tests Versus Hypothesis Tests. - 4 Neyman's Insights. - 5 Reconciling Fisher and Neyman. - Two Techniques for Applying Restricted Tests to Data from Randomized Controlled Clinical Trials. - 6 Continuous Measures Taken over Time. - 7 Combining Data Across Measures. - 8 Counts of Events. - 9 Permutation Tests and Resampling Techniques. - 10 Neyman's Restricted Chi Square Tests. - 11 Miscellaneous Methods for Increasing Power. - 12 Bayesian Estimation. - 13 An Example of the Type of Analysis Suggested in This Book. - References. Language: English