TECHNICAL BULLETINS

Book : TECHNICAL BULLETINS

Author : * --

Language : English

Episode : Population

Publishing Location : London

Period : 6 monthly

Published Date : Ocak 1978

Publisher : World Fertility Survey

Document Type : Periodical

Book No : 8886

INDEX

ACKNOWLEDGEMENTS

ABSTRACT

FOREWORD

1. INTRODUCTION

2. AN EXAMPLE OF A MODEL

3. GENERALIZED LINEAR
3.1. LINEAR MODELS
3.1.1.The Systematic Component
3.1.2.The Normal Error Structure
3.2. GENERALIZED LINEAR MODELS
3.2.1.The Systematic Component
3.2.2.Error Structures other than Normal

3.3. SUMMARY

4. HIERARCHICAL MODELS: FITTING AND SELECTION
4.1.THE SATURATED MODEL
4.2.UNSATURATED HIERARCHICAL MODELS
4.3.MODEL FITTING
4.3.1.Linear Models
4.3.2.Log-Linear and Logit Linear Models
4.4. MODEL SELECTION USING THE MEAN DEVIANCE
4.4.1.Nested Models
4.4.2.F-tests of Relative fit
4.4.3.Chi-Squared Tests of Absolute Fit for Poisson and Binomial Error Structures
4.4.4.Chi Squared Tests of Relative Fit for Poisson and Binomial Error Structures
4.5. SUMMARY

5. INTERPRETATION OF ESTIMATED EFFECTS
5.1. LINEAR MODELS
5.2. LOG-LINEAR AND LOGIT - LINEAR ADDITIVE MODELS
5.3. STANDARDIZATION OF THE FITTED MEANS
5.4. WHY FIT A MODEL
5.5. SUMMARY

6. LOGIT LINEAR MODELS FOR PROPORTIONS
6.1. THE DATA
6.2. MODEL SELECTION
6.3. HYPOTHESIS TESTING
6.4. INSPECTION OF THE FITTED VALUES: LOGIT PLOTS
6.5. SUMMARY

REFERENCES

APPENDIX I: ADDITIONAL ANALYSIS BASED ON WITHIN-CELL SAMPLE VARIANCE
NORMAL ERROR
POISSON ERROR
SUMMARY

APPENDIX II: COMPUTING NOTES

APPENDIX III: AN EXAMPLE OF OUTPUT FROM GLIM