دانلود کتاب Logit models from economics and other fields

This book should be of interest to senior undergraduate and postgraduate students of applied statistics This text for graduates and practitioners explains the theory underlying logit analysis and the technique of estimation. There are many illustrations and worked examples as well as a large online data set for practice. Although inspired by economics, the book pays due attention to developments in medicine and other fields. Cover; Title; Copyright; Contents; List of figures; List of tables; Preface; 1 Introduction; 2 The binary model; 3 Maximum likelihood estimation of the binary logit model; 4 Some statistical tests and measures of fit; 5 Outliers, misclassification of outcomes, and omitted variables; 6 Analyses of separate samples; 7 The standard multinomial logit model; 8 Discrete choice or random utility models; 9 The origins and development of the logit model; Bibliography; Index of authors; Index of subjects