The Resource Adaptive Regression, by Yadolah Dodge, Jana Jureckova, (electronic resource)

Adaptive Regression, by Yadolah Dodge, Jana Jureckova, (electronic resource)

Label
Adaptive Regression
Title
Adaptive Regression
Statement of responsibility
by Yadolah Dodge, Jana Jureckova
Creator
Contributor
Author
Author
Subject
Language
  • eng
  • eng
Summary
Linear regression is an important area of statistics, theoretical or applied. There have been a large number of estimation methods proposed and developed for linear regression. Each has its own competitive edge but none is good for all purposes. This manuscript focuses on construction of an adaptive combination of two estimation methods. The purpose of such adaptive methods is to help users make an objective choice and to combine desirable properties of two estimators
http://library.link/vocab/creatorName
Dodge, Yadolah
Dewey number
519.5
http://bibfra.me/vocab/relation/httpidlocgovvocabularyrelatorsaut
  • -3tO5xPGs1k
  • SG9zzJuNRek
Image bit depth
0
Language note
English
LC call number
QA276-280
Literary form
non fiction
Nature of contents
dictionaries
http://library.link/vocab/relatedWorkOrContributorName
Jureckova, Jana.
http://library.link/vocab/subjectName
  • Mathematical statistics
  • Statistics
  • Statistical Theory and Methods
  • Statistics for Life Sciences, Medicine, Health Sciences
  • Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences
  • Statistics for Business, Management, Economics, Finance, Insurance
Label
Adaptive Regression, by Yadolah Dodge, Jana Jureckova, (electronic resource)
Instantiates
Publication
Note
Bibliographic Level Mode of Issuance: Monograph
Antecedent source
mixed
Bibliography note
Includes bibliographical references at the end of each chapters and indexes
Carrier category
online resource
Carrier category code
cr
Color
not applicable
Content category
text
Content type code
txt
Contents
1 Prologue -- 1.1 Introduction -- 1.2 Adaptive Combination of Estimators -- 1.3 Notes -- 2 Regression Methods -- 2.1 Introduction -- 2.2 LS Regression -- 2.3 Ridge Regression -- 2.4 LAD Regression -- 2.5 M-Regression -- 2.6 L-Regression -- 2.7 Other Regression Estimators -- 2.8 Estimators of Scale Parameter -- 2.9 Notes -- 3 Adaptive LAD + LS Regression -- 3.1 Introduction -- 3.2 Convex Combination of LAD and LS Regressions -- 3.3 Adaptive Combination of LAD and LS Regressions -- 3.4 Illustrative Examples -- 3.5 Notes -- 4 Adaptive LAD + TLS Regression -- 4.1 Introduction -- 4.2 Adaptive Combination of LAD and Trimmed LS -- 4.3 An Example of Multiple Regression -- 4.4 Notes -- 5 Adaptive LAD + M-Regression -- 5.1 Introduction -- 5.2 Combination of LAD and M-Estimators -- 5.3 Adaptive Combination of LAD and M-Estimators -- 5.4 An Example of Multiple Regression -- 5.5 Notes -- 6 Adaptive LS + TLS Regression -- 6.1 Introduction -- 6.2 Adaptive Combination of Mean and Trimmed Mean -- 6.3 Adaptive Combination of LS and TLS Regressions -- 6.4 Example of Multiple Regression -- 6.5 Notes -- 7 Adaptive Choice of Trimming -- 7.1 Introduction -- 7.2 Fully Adaptive Trimmed Mean and TLS -- 7.3 Adaptive Choice for fhe Trimmed Mean -- 7.4 Adaptive Choice in Linear Model Based on Ranks -- 7.5 Adaptive Choice in Linear Model Based on Regression Rank Scores -- 7.6 Notes -- 8 Adaptive Combination of Tests -- 8.1 Introduction -- 8.2 Types of Tests -- 8.3 Adaptive Combination of F-Test and Median-Type Test -- 8.4 Adaptive Combination of M-Test and Median-Type Test -- 8.5 Notes -- 9 Computational Aspects -- 9.1 Introduction -- 9.2 Computing the Adaptive Combination of LS and LAD -- 9.3 Program ADAPTIVE -- 10 Some Asymptotic Results -- 10.1 Asymptotic Properties of Studentized M-Estimators -- 10.2 Uniform Asymptotic Linearity of M-Statistics -- 10.3 Estimators of Scale Parameter -- 10.4 Optimal Choice of ?n -- 11 Epilogue -- References -- Author Index
Dimensions
unknown
Edition
1st ed. 2000.
Extent
1 online resource (XII, 177 p.)
File format
multiple file formats
Form of item
online
Isbn
9781441987662
Level of compression
uncompressed
Media category
computer
Media type code
c
Other control number
10.1007/978-1-4419-8766-2
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
  • (CKB)3400000000087754
  • (SSID)ssj0001295698
  • (PQKBManifestationID)11893088
  • (PQKBTitleCode)TC0001295698
  • (PQKBWorkID)11343522
  • (PQKB)10676935
  • (DE-He213)978-1-4419-8766-2
  • (MiAaPQ)EBC3074507
  • (EXLCZ)993400000000087754
Label
Adaptive Regression, by Yadolah Dodge, Jana Jureckova, (electronic resource)
Publication
Note
Bibliographic Level Mode of Issuance: Monograph
Antecedent source
mixed
Bibliography note
Includes bibliographical references at the end of each chapters and indexes
Carrier category
online resource
Carrier category code
cr
Color
not applicable
Content category
text
Content type code
txt
Contents
1 Prologue -- 1.1 Introduction -- 1.2 Adaptive Combination of Estimators -- 1.3 Notes -- 2 Regression Methods -- 2.1 Introduction -- 2.2 LS Regression -- 2.3 Ridge Regression -- 2.4 LAD Regression -- 2.5 M-Regression -- 2.6 L-Regression -- 2.7 Other Regression Estimators -- 2.8 Estimators of Scale Parameter -- 2.9 Notes -- 3 Adaptive LAD + LS Regression -- 3.1 Introduction -- 3.2 Convex Combination of LAD and LS Regressions -- 3.3 Adaptive Combination of LAD and LS Regressions -- 3.4 Illustrative Examples -- 3.5 Notes -- 4 Adaptive LAD + TLS Regression -- 4.1 Introduction -- 4.2 Adaptive Combination of LAD and Trimmed LS -- 4.3 An Example of Multiple Regression -- 4.4 Notes -- 5 Adaptive LAD + M-Regression -- 5.1 Introduction -- 5.2 Combination of LAD and M-Estimators -- 5.3 Adaptive Combination of LAD and M-Estimators -- 5.4 An Example of Multiple Regression -- 5.5 Notes -- 6 Adaptive LS + TLS Regression -- 6.1 Introduction -- 6.2 Adaptive Combination of Mean and Trimmed Mean -- 6.3 Adaptive Combination of LS and TLS Regressions -- 6.4 Example of Multiple Regression -- 6.5 Notes -- 7 Adaptive Choice of Trimming -- 7.1 Introduction -- 7.2 Fully Adaptive Trimmed Mean and TLS -- 7.3 Adaptive Choice for fhe Trimmed Mean -- 7.4 Adaptive Choice in Linear Model Based on Ranks -- 7.5 Adaptive Choice in Linear Model Based on Regression Rank Scores -- 7.6 Notes -- 8 Adaptive Combination of Tests -- 8.1 Introduction -- 8.2 Types of Tests -- 8.3 Adaptive Combination of F-Test and Median-Type Test -- 8.4 Adaptive Combination of M-Test and Median-Type Test -- 8.5 Notes -- 9 Computational Aspects -- 9.1 Introduction -- 9.2 Computing the Adaptive Combination of LS and LAD -- 9.3 Program ADAPTIVE -- 10 Some Asymptotic Results -- 10.1 Asymptotic Properties of Studentized M-Estimators -- 10.2 Uniform Asymptotic Linearity of M-Statistics -- 10.3 Estimators of Scale Parameter -- 10.4 Optimal Choice of ?n -- 11 Epilogue -- References -- Author Index
Dimensions
unknown
Edition
1st ed. 2000.
Extent
1 online resource (XII, 177 p.)
File format
multiple file formats
Form of item
online
Isbn
9781441987662
Level of compression
uncompressed
Media category
computer
Media type code
c
Other control number
10.1007/978-1-4419-8766-2
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
  • (CKB)3400000000087754
  • (SSID)ssj0001295698
  • (PQKBManifestationID)11893088
  • (PQKBTitleCode)TC0001295698
  • (PQKBWorkID)11343522
  • (PQKB)10676935
  • (DE-He213)978-1-4419-8766-2
  • (MiAaPQ)EBC3074507
  • (EXLCZ)993400000000087754

Library Locations

  • Architecture LibraryBorrow it
    Gould Hall 830 Van Vleet Oval Rm. 105, Norman, OK, 73019, US
    35.205706 -97.445050
  • Bizzell Memorial LibraryBorrow it
    401 W. Brooks St., Norman, OK, 73019, US
    35.207487 -97.447906
  • Boorstin CollectionBorrow it
    401 W. Brooks St., Norman, OK, 73019, US
    35.207487 -97.447906
  • Chinese Literature Translation ArchiveBorrow it
    401 W. Brooks St., RM 414, Norman, OK, 73019, US
    35.207487 -97.447906
  • Engineering LibraryBorrow it
    Felgar Hall 865 Asp Avenue, Rm. 222, Norman, OK, 73019, US
    35.205706 -97.445050
  • Fine Arts LibraryBorrow it
    Catlett Music Center 500 West Boyd Street, Rm. 20, Norman, OK, 73019, US
    35.210371 -97.448244
  • Harry W. Bass Business History CollectionBorrow it
    401 W. Brooks St., Rm. 521NW, Norman, OK, 73019, US
    35.207487 -97.447906
  • History of Science CollectionsBorrow it
    401 W. Brooks St., Rm. 521NW, Norman, OK, 73019, US
    35.207487 -97.447906
  • John and Mary Nichols Rare Books and Special CollectionsBorrow it
    401 W. Brooks St., Rm. 509NW, Norman, OK, 73019, US
    35.207487 -97.447906
  • Library Service CenterBorrow it
    2601 Technology Place, Norman, OK, 73019, US
    35.185561 -97.398361
  • Price College Digital LibraryBorrow it
    Adams Hall 102 307 West Brooks St., Norman, OK, 73019, US
    35.210371 -97.448244
  • Western History CollectionsBorrow it
    Monnet Hall 630 Parrington Oval, Rm. 300, Norman, OK, 73019, US
    35.209584 -97.445414
Processing Feedback ...