Introduction to regression and analysis of variance:
Saved in:
| Main Authors: | , |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
Bristol u.a.
Hilger u.a.
1990
|
| Series: | A computer illustrated text
|
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Physical Description: | XI, 213 S. graph. Darst. |
| ISBN: | 0852743327 0852743335 0852743343 |
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Record in the Search Index
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| adam_text | IMAGE 1
A COMPUTER ILLUSTRATED TEXT
INTRODUCTION TO REGRESSION AND ANALYSIS OF VARIANCE
A W BOWMAN UNIVERSITY OF GLASGOW AND
D R ROBINSON
UNIVERSITY OF SUSSEX
ADAM HILGER, BRISTOL AND NEW YORK ESM, CAMBRIDGE
IMAGE 2
) CONTENTS
JU SOFTWARE ORDER FORM I
PREFACE IX
1 SIMPLE LINEAR REGRESSION 1
1.1 INTRODUCTION: BUILDING A MODEL 2
1.2 FITTING A MODEL 5
1.3 USING A MODEL: CONFIDENCE INTERVALS AND HYPOTHESIS TESTS 12 1.4
CRITICIZING A MODEL: RESIDUAL PLOTS 23
1.5 A BRIEF REVIEW OF SOME ELEMENTARY CONCEPTS OF STATISTICS 28
2 MORE ON REGRESSION AND CORRELATION 33
2.1 COMPARING MODEIS: ANALYSIS OF VARIANCE 33
2.2 SOME FURTHER TECHNIQUES 39
2.3 THE CORRELATION COEFFICIENT 45
3 ONE-WAY ANALYSIS OF VARIANCE 54
3.1 THE ONE-WAY DESIGN 54
3.2 LEAST SQUARES AND THE ANALYSIS OF VARIANCE 59
3.3 CONFIDENCE INTERVALS AND MULTIPLE COMPARISONS 65
3.4* RELATIONS AMONG TREATMENTS 69
4 TWO-WAY ANALYSIS OF VARIANCE 77
4.1 INFORMAL ANALYSIS 78
4.2 FORMAL ANALYSIS 84
4.3 RANDOMIZED BLOCK DESIGN 94
5* MORE ON TWO-WAY ANALYSIS OF VARIANCE 99
5.1 INTERACTIONS 99
5.2 NON-ORTHOGONAL DESIGNS 111
VLL
IMAGE 3
VIII
6 COMPARING REGRESSION LINES: ANALYSIS OF COVARIANCE
7 MULTIPLE REGRESSION 7.1 MORE THAN ONE EXPLANATORY VARIABLE 7.2 MODEL
CHECKING
8 MORE ON MULTIPLE REGRESSION 8.1 TESTS AND CONFIDENCE INTERVALS 8.2
MODEL SELECTION AND MULTICOLLINEARITY
APPENDIX 1 RUNNING THE PROGRAMS APPENDIX 2 USE OF THE EDITOR AND
DATAFILES APPENDIX 3 PROGRAM DESCRIPTIONS APPENDIX 4 DERIVATION OF SOME
KEY RESULTS APPENDIX 5 ANSWERS TO EXERCISES APPENDIX 6 STATISTICAL
TABLES
BIBLIOGRAPHY
CONTENTS
117
129 129 142
147 147 157
173 175 177 188 194 201
206
INDEX 209
|
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| isbn | 0852743327 0852743335 0852743343 |
| language | English |
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| physical | XI, 213 S. graph. Darst. |
| publishDate | 1990 |
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| series2 | A computer illustrated text |
| spelling | Bowman, Adrian W. Verfasser aut Introduction to regression and analysis of variance A. W. Bowman and D. R. Robinson Bristol u.a. Hilger u.a. 1990 XI, 213 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier A computer illustrated text Regressieanalyse gtt Variatierekening gtt Analysis of variance Regression analysis Varianzanalyse (DE-588)4187413-4 gnd rswk-swf Regressionsanalyse (DE-588)4129903-6 gnd rswk-swf Varianzanalyse (DE-588)4187413-4 s DE-604 Regressionsanalyse (DE-588)4129903-6 s Robinson, Derek R. Verfasser aut GBV Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=003839615&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Bowman, Adrian W. Robinson, Derek R. Introduction to regression and analysis of variance Regressieanalyse gtt Variatierekening gtt Analysis of variance Regression analysis Varianzanalyse (DE-588)4187413-4 gnd Regressionsanalyse (DE-588)4129903-6 gnd |
| subject_GND | (DE-588)4187413-4 (DE-588)4129903-6 |
| title | Introduction to regression and analysis of variance |
| title_auth | Introduction to regression and analysis of variance |
| title_exact_search | Introduction to regression and analysis of variance |
| title_full | Introduction to regression and analysis of variance A. W. Bowman and D. R. Robinson |
| title_fullStr | Introduction to regression and analysis of variance A. W. Bowman and D. R. Robinson |
| title_full_unstemmed | Introduction to regression and analysis of variance A. W. Bowman and D. R. Robinson |
| title_short | Introduction to regression and analysis of variance |
| title_sort | introduction to regression and analysis of variance |
| topic | Regressieanalyse gtt Variatierekening gtt Analysis of variance Regression analysis Varianzanalyse (DE-588)4187413-4 gnd Regressionsanalyse (DE-588)4129903-6 gnd |
| topic_facet | Regressieanalyse Variatierekening Analysis of variance Regression analysis Varianzanalyse Regressionsanalyse |
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