Holdings: Adaptive regression

Adaptive regression:

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Bibliographic Details
Main Authors:	Dodge, Yadolah 1944- (Author), Jurečková, Jana 1940- (Author)
Format:	Book
Language:	English
Published:	New York [u.a.] Springer 2000
Subjects:	Analyse de régression Análise de regressão e de correlação Análise multivariada Regressieanalyse Regression analysis Regressionsanalyse Adaptives Verfahren
Online Access:	Inhaltsverzeichnis
Physical Description:	XII, 177 S.
ISBN:	038798965X

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MARC


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Record in the Search Index

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adam_text	IMAGE 1 YADOLAH DODGE JANA JURECKOVA ADAPTIVE REGRESSION / SPRINGER IMAGE 2 CONTENTS PREFACE IX 1 PROLOGUE 1 1.1 INTRODUCTION 1 1.2 ADAPTIVE COMBINATION OF ESTIMATORS 6 1.3 NOTES 8 2 REGRESSION METHODS 11 2.1 INTRODUCTION 11 2.2 LS REGRESSION 12 2.3 RIDGE REGRESSION 17 2.4 LAD REGRESSION 19 2.5 M-REGRESSION 21 2.6 L-REGRESSION 26 2.7 OTHER REGRESSION ESTIMATORS 28 2.8 ESTIMATORS OF SCALE PARAMETER 30 2.9 NOTES 32 3 ADAPTIVE L AD + LS REGRESSION 37 3.1 INTRODUCTION 37 3.2 CONVEX COMBINATION OF LAD AND LS REGRESSIONS 38 3.3 ADAPTIVE COMBINATION OF LAD AND LS REGRESSIONS 39 3.4 ILLUSTRATIVE EXAMPLES 47 3.5 NOTES 60 4 ADAPTIVE LAD + TLS REGRESSION 61 4.1 INTRODUCTION 61 4.2 ADAPTIVE COMBINATION OF LAD AND TRIMMED LS 62 4.3 AN EXAMPLE OF MULTIPLE REGRESSION 68 4.4 NOTES 74 5 ADAPTIVE LAD + M-REGRESSION 75 5.1 INTRODUCTION 75 5.2 COMBINATION OF LAD AND M-ESTIMATORS 76 5.3 ADAPTIVE COMBINKTION OF LAD AND M-ESTIMATORS 77 5.4 AN EXAMPLE OF MULTIPLE REGRESSION 82 IMAGE 3 XII CONTENTS 5.5 NOTES 85 6 ADAPTIVE LS + TLS REGRESSIOIA 87 6.1 INTRODUCTION 87 6.2 ADAPTIVE COMBINATION OF MEAN AND TRIMMED MEAN . . .. 88 6.3 ADAPTIVE COMBINATION OF LS AND TLS REGRESSIONS 91 6.4 EXAMPLE OF MULTIPLE REGRESSION 94 6.5 NOTES 97 7 ADAPTIVE CHOICE OF TRIMMING 99 7.1 INTRODUCTION 99 7.2 FULLY ADAPTIVE TRIMMED MEAN AND TLS 100 7.3 ADAPTIVE CHOICE FOR THE TRIMMED MEAN 102 7.4 ADAPTIVE CHOICE IN LINEAR MODEL BASED ON RANKS 107 7.5 ADAPTIVE CHOICE IN LINEAR MODEL BASED ON REGRESSION RANK SCORES 109 7.6 NOTES 111 8 ADAPTIVE COMBINATION OF TESTS 115 8.1 INTRODUCTION 115 8.2 TYPESOF TESTS 116 8.3 ADAPTIVE COMBINATION OF F-TEST AND MEDIAN-TYPE TEST . . 118 8.4 ADAPTIVE COMBINATION OF M-TEST AND MEDIAN-TYPE TEST . 120 8.4.1 CONTINUATION OF THE EXAMPLE OF SECTION 3.4 122 8.5 NOTES 123 9 COMPUTATIONAL ASPECTS 125 9.1 INTRODUCTION 125 9.2 COMPUTING THE ADAPTIVE COMBINATION OF LS AND LAD . .. 126 9.2.1 DIRECT PROCEDURE 126 9.2.2 REWEIGHTED LEAST SQUARES 129 9.3 PROGRAM ADAPTIVE 132 10 SOME ASYMPTOTIC RESULTS 143 10.1 ASYMPTOTIC PROPERTIES OF STUDENTIZED M-ESTIMATORS . . .. 143 10.2 UNIFORM ASYMPTOTIC LINEARITY OF M-STATISTICS 150 10.3 ESTIMATORS OF SCALE PARAMETER 151 10.4 OPTIMAL CHOICE OF V N 155 11 EPILOGUE 157 REFERENCES 159 AUTHOR INDEX 172 SUBJECT INDEX 175
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author	Dodge, Yadolah 1944- Jurečková, Jana 1940-
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spelling	Dodge, Yadolah 1944- Verfasser (DE-588)120454920 aut Adaptive regression Yadolah Dodge ; Jana Jurečková New York [u.a.] Springer 2000 XII, 177 S. txt rdacontent n rdamedia nc rdacarrier Analyse de régression Análise de regressão e de correlação larpcal Análise multivariada larpcal Regressieanalyse gtt Regression analysis Regressionsanalyse (DE-588)4129903-6 gnd rswk-swf Adaptives Verfahren (DE-588)4310560-9 gnd rswk-swf Regressionsanalyse (DE-588)4129903-6 s DE-604 Adaptives Verfahren (DE-588)4310560-9 s DE-188 Jurečková, Jana 1940- Verfasser (DE-588)122145259 aut GBV Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=009023902&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis
spellingShingle	Dodge, Yadolah 1944- Jurečková, Jana 1940- Adaptive regression Analyse de régression Análise de regressão e de correlação larpcal Análise multivariada larpcal Regressieanalyse gtt Regression analysis Regressionsanalyse (DE-588)4129903-6 gnd Adaptives Verfahren (DE-588)4310560-9 gnd
subject_GND	(DE-588)4129903-6 (DE-588)4310560-9
title	Adaptive regression
title_auth	Adaptive regression
title_exact_search	Adaptive regression
title_full	Adaptive regression Yadolah Dodge ; Jana Jurečková
title_fullStr	Adaptive regression Yadolah Dodge ; Jana Jurečková
title_full_unstemmed	Adaptive regression Yadolah Dodge ; Jana Jurečková
title_short	Adaptive regression
title_sort	adaptive regression
topic	Analyse de régression Análise de regressão e de correlação larpcal Análise multivariada larpcal Regressieanalyse gtt Regression analysis Regressionsanalyse (DE-588)4129903-6 gnd Adaptives Verfahren (DE-588)4310560-9 gnd
topic_facet	Analyse de régression Análise de regressão e de correlação Análise multivariada Regressieanalyse Regression analysis Regressionsanalyse Adaptives Verfahren
url	http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=009023902&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA
work_keys_str_mv	AT dodgeyadolah adaptiveregression AT jureckovajana adaptiveregression

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