Regression Analysis in Medical Research for Starters and 2nd Levelers

Front Matter ....Pages i-xii
 Continuous Outcome Regressions  (Ton J. Cleophas, Aeilko H. Zwinderman)....Pages 1-39
 Dichotomous Outcome Regressions  (Ton J. Cleophas, Aeilko H. Zwinderman)....Pages 41-59
 Confirmative Regressions  (Ton J. Cleophas, Aeilko H. Zwinderman)....Pages 61-73
 Dichotomous Regressions Other Than Logistic and Cox  (Ton J. Cleophas, Aeilko H. Zwinderman)....Pages 75-103
 Polytomous Outcome Regressions  (Ton J. Cleophas, Aeilko H. Zwinderman)....Pages 105-129
 Time to Event Regressions Other Than Traditional Cox  (Ton J. Cleophas, Aeilko H. Zwinderman)....Pages 131-146
 Analysis of Variance  (Ton J. Cleophas, Aeilko H. Zwinderman)....Pages 147-153
 Repeated Outcomes Regression Methods  (Ton J. Cleophas, Aeilko H. Zwinderman)....Pages 155-177
 Methodologies for Better Fit of Categorical Predictors  (Ton J. Cleophas, Aeilko H. Zwinderman)....Pages 179-192
 Laplace Regressions, Multi-instead of Mono-exponential Regressions  (Ton J. Cleophas, Aeilko H. Zwinderman)....Pages 193-200
 Regressions for Making Extrapolations  (Ton J. Cleophas, Aeilko H. Zwinderman)....Pages 201-212
 Standardized Regression Coefficients  (Ton J. Cleophas, Aeilko H. Zwinderman)....Pages 213-225
 Multivariate Analysis of Variance and Canonical Regression  (Ton J. Cleophas, Aeilko H. Zwinderman)....Pages 227-235
 More on Poisson Regressions  (Ton J. Cleophas, Aeilko H. Zwinderman)....Pages 237-248
 Regression Trend Testing  (Ton J. Cleophas, Aeilko H. Zwinderman)....Pages 249-253
 Optimal Scaling and Automatic Linear Regression  (Ton J. Cleophas, Aeilko H. Zwinderman)....Pages 255-266
 Spline Regression Modeling  (Ton J. Cleophas, Aeilko H. Zwinderman)....Pages 267-277
 More on Nonlinear Regressions  (Ton J. Cleophas, Aeilko H. Zwinderman)....Pages 279-298
 Special Forms of Continuous Outcomes Regressions  (Ton J. Cleophas, Aeilko H. Zwinderman)....Pages 299-318
 Regressions for Quantitative Diagnostic Testing  (Ton J. Cleophas, Aeilko H. Zwinderman)....Pages 319-326
 Regressions, a Panacee or at Least a Widespread Help for Data Analyses  (Ton J. Cleophas, Aeilko H. Zwinderman)....Pages 327-358
 Regression Trees  (Ton J. Cleophas, Aeilko H. Zwinderman)....Pages 359-364
 Regressions with Latent Variables  (Ton J. Cleophas, Aeilko H. Zwinderman)....Pages 365-386
 Partial Correlations  (Ton J. Cleophas, Aeilko H. Zwinderman)....Pages 387-392
 Functional Data Analysis I  (Ton J. Cleophas, Aeilko H. Zwinderman)....Pages 393-406
 Functional Data Analysis II  (Ton J. Cleophas, Aeilko H. Zwinderman)....Pages 407-415
Back Matter ....Pages 417-426