UID:
almafu_9961900686602883
Umfang:
1 online resource (x, 72 p.) :
,
ill.
ISBN:
9781412983273 (ebook) :
,
9781412983273
,
1412983274
,
9781452210926
,
1452210926
,
9781441680631
,
1441680632
Serie:
Quantitative applications in the social sciences ; 145
Inhalt:
Providing a thorough introduction to generalized linear models (GLM), exponential family distribution & maximum likelihood estimation, this book includes discussion on checking model adequacy & description on how to use a popular statistical software programme, SAS, to fit GLM.
Anmerkung:
Description based upon print version of record.
,
CONTENTS; LIST OF FIGURES AND TABLES; SERIES EDITOR'S INTRODUCTION; ACKNOWLEDGMENTS; 1. GENERALIZED LINEAR MODELS; 2. SOME BASIC MODELING CONCEPTS; 3. CLASSICAL MULTIPLE REGRESSION MODEL; 4. FUNDAMENTALS OF GENERALIZED LINEAR MODELING; 5. MAXIMUM LIKELIHOOD ESTIMATION; 6. DEVIANCE AND GOODNESS OF FIT; 7. LOGISTIC REGRESSION; 8. POISSON REGRESSION; 9. SURVIVAL ANALYSIS; CONCLUSIONS; APPENDIX; REFERENCES; INDEX; ABOUT THE AUTHORS
,
English
Weitere Ausg.:
ISBN 9780761920847
Weitere Ausg.:
ISBN 0761920846
Sprache:
Englisch
Bookmarklink
