UID:
edocfu_9958921777402883
Format:
1 online resource (ix, 414 pages) :
,
illustrations
ISBN:
1-4739-1438-8
,
1-78539-417-7
,
1-4739-0835-3
,
1-4462-8814-5
Series Statement:
Gale eBooks
Content:
Edited and written by a team of leading international social scientists, this handbook provides a comprehensive introduction to multivariate methods. It focuses on regression analysis of cross-sectional and longitudinal data with an emphasis on causal analysis, thereby covering a large number of different techniques including selection models, complex samples, and regression discontinuities.
Note:
Description based upon print version of record.
,
THE SAGE HANDBOOK OF REGRESSION ANALYSIS AND CAUSAL INFERENCE COVER; THE SAGE HANDBOOK OF REGRESSION ANALYSIS AND CAUSAL INFERENCE; COPYRIGHT; CONTENTS; CONTRIBUTORS ; PREFACE; CHAPTER 1: INTRODUCTION; PART I: ESTIMATION AND INFERENCE; CHAPTER 2: ESTIMATION TECHNIQUES: ORDINARY LEAST SQUARES AND MAXIMUM LIKELIHOOD; CHAPTER 3: BAYESIAN ESTIMATION OF REGRESSION MODELS ; PART II: REGRESSION ANALYSIS FOR CROSS-SECTIONS; CHAPTER 4: LINEAR REGRESSION; CHAPTER 5: REGRESSION ANALYSIS: ASSUMPTIONS AND DIAGNOSTICS; CHAPTER 6: NON-LINEAR AND NON-ADDITIVE EFFECTS IN LINEAR REGRESSION
,
CHAPTER 7: THE MULTILEVEL REGRESSION MODEL CHAPTER 8: LOGISTIC REGRESSION; CHAPTER 9: REGRESSION MODELS FOR NOMINAL AND ORDINAL OUTCOMES; CHAPTER 10: GRAPHICAL DISPLAY OF REGRESSION RESULTS; CHAPTER 11: REGRESSION WITH COMPLEX SAMPLES; PART III: CAUSAL INFERENCE AND ANALYSIS OF LONGITUDINAL DATA; CHAPTER 12: MATCHING ESTIMATORS FOR TREATMENT EFFECTS; CHAPTER 13: INSTRUMENTAL VARIABLES REGRESSION; CHAPTER 14: REGRESSION DISCONTINUITY DESIGNS IN SOCIAL SCIENCES; CHAPTER 15: FIXED-EFFECTS PANEL REGRESSION; CHAPTER 16: EVENT HISTORY ANALYSIS; CHAPTER 17: TIME-SERIES CROSS-SECTION; NAME INDEX
,
SUBJECT INDEX
,
English
Additional Edition:
ISBN 1-322-58857-0
Additional Edition:
ISBN 1-4462-5244-2
Language:
English
