Testing regression models based on sample survey data:
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Aldershot u.a.
Avebury
1995
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| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | XVI, 200 S. |
| ISBN: | 1856286428 |
Internformat
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Datensatz im Suchindex
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|---|---|
| adam_text | IMAGE 1
TESTING REGRESSION MODELS
BASED ON SAMPLE SURVEY DATA
M. ISHAQ BHATTI SCHOOL OF INTERNATIONAL BUSINESS RELATIONS FACULTY
OFASIAN AND INTERNATIONAL STUDIES GRIFFLTH UNIVERSITY WITH A FOREWORD BY
MAXWELL L. KING
AVEBURY
ALDERSHOT * BROOKFIELD USA * HONG KONG * SINGAPORE * SYDNEY
IMAGE 2
CONTENTS
LIST OF TABLES VIII
FOREWORD BY MAXWELL L. KING XIII
PREFACE XIV
ACKNOWLEDGEMENTS XVI
1 INTRODUCTION 1
PREAMBLE 1
AN OUTLINE OF THE BOOK 3
2 MODELING SURVEY DATA 7
INTRODUCTION 7
HISTORICAL BACKGROUND OF SAMPLE SURVEYS 8
MODEL-BASED VERSUS DESIGN-BASED APPROACH 9
A UNIFIED REGRESSION MODEL FOR SURVEY DATA 11
OPTIMAL HYPOTHESIS TESTING 17
EXISTING TESTS FOR BLOCK EFFECTS 26
CONCLUDING REMARKS 28
SOME TESTS OF THE STANDARD SYMMETRIE MULTIVARIATE 31
NORMAL DISTRIBUTION
V
IMAGE 3
INTRODUCTION 31
TWO-STAGE SSMN MODEL AND THE TESTS 32
POWER COMPARISONS OF BO AND LB TESTS WITH PE 39
A MORE COMPLICATED MODEL AND THE LMMP TEST 41
THREE-STAGE SSMN MODEL AND THE TESTS 45
PO TEST FOR TESTING SUBBLOCK EFFECTS 53
CONCLUDING REMARKS 56
APPENDIX 3A: SOME USEFUL MATRIX RESULTS 58
APPENDIX 3B: DECOMPOSITION OF THE COVARIANCE MATRIX 60 APPENDIX 3C:
TABULATION OF RESULTS OF THE COMPARATIVE STUDY 63
SOME TESTS OF THE SYMMETRIE MULTIVARIATE NORMAL DISTRIBUTION 69
INTRODUCTION 69
TWO STAGE SMN MODEL AND THE TESTS 70
A MORE COMPLICATED MODEL AND THE LMMPI TEST 76
THREE-STAGE SMN MODEL AND THE TESTS 77
POI TEST FOR TESTING SUBBLOCK EFFECTS 82
CONCLUDING REMARKS 86
APPENDIX 4A: SUMMARY OF THE TESTS OF THE SSMN AND 87
SMN MODEIS
TESTING FOR BLOCK EFFECTS IN TWO-STAGE LINEAR REGRESSION MODEIS 89
INTRODUCTION 89
TWO-STAGE LINEAR REGRESSION MODEIS AND THE TESTS 90
AN EMPIRICAL COMPARISON OF SIZES AND POWERS 97
APPROXIMATION OF C^ 101
POWER COMPARISONS OF S(.3), LML, LM2, D* AND D TESTS 103 WITH PE
CONCLUDING REMARKS 104
APPENDIX 5A: THE DATA USED IN THIS CHAPTER 106
APPENDIX 5B: TABULATION OF RESULTS OF THE COMPARATIVE 111 STUDY
TESTING FOR BLOCK EFFECTS IN MULTI-STAGE LINEAR REGRESSION MODEIS 129
INTRODUCTION 129
THREE-STAGE LINEAR REGRESSION MODEL AND THE TESTS 130
POWER COMPARISONS OF THE POI AND LMMPI TESTS 137
TESTING P2 IN THE PRESENCE OF P I 138
THE MODEL AND THE TESTS 139
POWERS AND SIZES COMPARISON OF LM1, LM2 AND POI TESTS 146
VI
IMAGE 4
MULTI-STAGE MODEL AND THE TESTS 150
CONCLUDING REMARKS 154
APPENDIX 6A: THE DATA USED IN THIS CHAPTER 157
APPENDIX 6B: TABULATION OF RESULTS OF THE COMPARATIVE 163 STUDY
7 OPTIMAL TESTING FOR SERIAL CORRELATION IN A LARGE NUMBER OF 175
SMALL SAMPLES
INTRODUCTION 175
THE MODEL AND THE TESTS 176
A MORE COMPLICATED MODEL AND THE LMMPI TEST 181
CONCLUDING REMARKS 183
8 SUMMARY AND CONCLUSION 185
BIBLIOGRAPHY 189
VU
|
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| id | DE-604.BV010225400 |
| illustrated | Not Illustrated |
| indexdate | 2024-07-09T17:48:49Z |
| institution | BVB |
| isbn | 1856286428 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-006796359 |
| oclc_num | 32272706 |
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| owner_facet | DE-739 DE-19 DE-BY-UBM DE-384 |
| physical | XVI, 200 S. |
| publishDate | 1995 |
| publishDateSearch | 1995 |
| publishDateSort | 1995 |
| publisher | Avebury |
| record_format | marc |
| spelling | Bhatti, Muhammad Ishaq 1957- Verfasser (DE-588)171216245 aut Testing regression models based on sample survey data M. Ishaq Bhatti Aldershot u.a. Avebury 1995 XVI, 200 S. txt rdacontent n rdamedia nc rdacarrier Analyse de régression ram Modèles linéaires (statistique) ram Regressiemodellen gtt Linear models (Statistics) Regression analysis Statistischer Test (DE-588)4077852-6 gnd rswk-swf Regressionsmodell (DE-588)4127980-3 gnd rswk-swf Regressionsmodell (DE-588)4127980-3 s Statistischer Test (DE-588)4077852-6 s DE-604 GBV Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=006796359&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Bhatti, Muhammad Ishaq 1957- Testing regression models based on sample survey data Analyse de régression ram Modèles linéaires (statistique) ram Regressiemodellen gtt Linear models (Statistics) Regression analysis Statistischer Test (DE-588)4077852-6 gnd Regressionsmodell (DE-588)4127980-3 gnd |
| subject_GND | (DE-588)4077852-6 (DE-588)4127980-3 |
| title | Testing regression models based on sample survey data |
| title_auth | Testing regression models based on sample survey data |
| title_exact_search | Testing regression models based on sample survey data |
| title_full | Testing regression models based on sample survey data M. Ishaq Bhatti |
| title_fullStr | Testing regression models based on sample survey data M. Ishaq Bhatti |
| title_full_unstemmed | Testing regression models based on sample survey data M. Ishaq Bhatti |
| title_short | Testing regression models based on sample survey data |
| title_sort | testing regression models based on sample survey data |
| topic | Analyse de régression ram Modèles linéaires (statistique) ram Regressiemodellen gtt Linear models (Statistics) Regression analysis Statistischer Test (DE-588)4077852-6 gnd Regressionsmodell (DE-588)4127980-3 gnd |
| topic_facet | Analyse de régression Modèles linéaires (statistique) Regressiemodellen Linear models (Statistics) Regression analysis Statistischer Test Regressionsmodell |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=006796359&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
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