Alternative methods of regression:
Gespeichert in:
| Hauptverfasser: | , |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
New York u.a.
Wiley
1993
|
| Schriftenreihe: | Wiley series in probability and mathematical statistics : Applied probability and statistics
A Wiley-Interscience publication |
| Schlagworte: | |
| Online-Zugang: | Publisher description Table of Contents Inhaltsverzeichnis |
| Beschreibung: | XII, 228 S. graph. Darst. |
| ISBN: | 0471568813 |
Internformat
MARC
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| 100 | 1 | |a Birkes, David |e Verfasser |4 aut | |
| 245 | 1 | 0 | |a Alternative methods of regression |c David Birkes ; Yadolah Dodge |
| 264 | 1 | |a New York u.a. |b Wiley |c 1993 | |
| 300 | |a XII, 228 S. |b graph. Darst. | ||
| 336 | |b txt |2 rdacontent | ||
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| 650 | 7 | |a analyse régression |2 inriac | |
| 650 | 7 | |a régression linéaire |2 inriac | |
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Datensatz im Suchindex
| _version_ | 1804123227338833920 |
|---|---|
| adam_text | Contents
Preface ix
Acknowledgments xi
1. Linear Regression Analysis 1
1.1 Introduction, 1
1.2 Example, 2
1.3 The Linear Regression Model, 3
1.4 Estimating the Regression Coefficients, 5
1.5 Testing the Significance of the Relationship, 6
1.6 The Need for Alternative Methods, 6
1.7 The Origin of the Word Regression , 8
Notes, 10
References, 11
2. Constructing and Checking the Model 13
2.1 Introduction, 13
2.2 Checking the Model, 14
2.3 Modifying the Model, 15
2.4 Examples, 16
Notes, 24
References, 27
3. Least Squares Regression 29
3.1 Introduction, 29
3.2 An Example of Simple Regression, 29
3.3 Estimating the Regression Line, 31
3.4 Testing p = 0, 33
Vi CONTENTS
3.5 Checking Normality, 37
3.6 An Example of Multiple Regression, 38
3.7 Estimating the Regression Coefficients, 38
3.8 Testing the Regression Coefficients, 42
3.9 Testing 0,+1 = ••• = pp = 0, 45
3.10 Testing jS3 = 0, 45
3.11 The Coefficient of Determination, 47
3.12 Computation, 47
Notes, 49
References, 54
4. Least Absolute Deviations Regression 57
4.1 Introduction, 57
4.2 Estimating the Regression Line, 57
4.3 Nonuniqueness and Degeneracy, 61
4.4 Testing p = 0, 62
4.5 An Example of Multiple Regression, 66
4.6 Estimating the Regression Coefficients, 68
4.7 Testing 09+l= ¦¦¦ = pp = 0, 76
4.8 Computation, 78
Notes, 78
References, 83
5. M Regression 85
5.1 Introduction, 85
5.2 An Example of Simple Regression, 85
5.3 Estimating the Regression Line, 87
5.4 Testing 0 = 0, 90
5.5 An Example of Multiple Regression, 91
5.6 Estimating the Regression Coefficients, 93
5.7 Testing /3,+, = ¦ ¦ ¦ = pp = 0, 95
5.8 Computation, 97
Notes, 99
References, 109
6. Nonparametric Regression 111
6.1 Introduction, 111
6.2 An Example of Simple Regression, 111
6.3 Estimating the Regression Line, 113
CONTENTS Vii
6.4 Testing /3 = 0, 118
6.5 An Example of Multiple Regression, 121
6.6 Estimating the Regression Coefficients, 122
6.7 Testing 0q+l = ¦¦¦ = pp = 0, 126
6.8 Computation, 130
Notes, 130
References, 140
7. Bayesian Regression 143
7.1 Introduction, 143
7.2 The Bayesian Approach, 143
7.3 An Example of Simple Regression, 144
7.4 Estimating the Regression Line, 145
7.5 Testing 0 = 0, 149
7.6 An Example of Multiple Regression, 153
7.7 Estimating the Regression Coefficients, 154
7.8 Testing 0fl+1 = ¦ • • = pp = 0, 157
7.9 Computation, 160
Notes, 161
References, 170
8. Ridge Regression 173
8.1 Introduction, 173
8.2 An Example of Simple Regression, 173
8.3 Estimating the Regression Line, 173
8.4 An Example of Multiple Regression, 176
8.5 Standardization, 177
8.6 Estimating the Regression Coefficients, 178
8.7 Collinearity, 180
Notes, 183
References, 187
9. Comparisons 189
9.1 Introduction, 189
9.2 Comparison of Properties, 189
9.3 Comparisons on Three Data Sets, 196
Notes, 199
References, 203
Viii • CONTENTS
10. Other Methods 205
10.1 Introduction, 205
10.2 Other Methods of Linear Regression, 205
10.3 More General Methods of Regression, 209
References, 212
Appendix 215
Student s f Distribution, 215
^ Distribution, 216
Chi squared Distribution, 222
Index 223
|
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| callnumber-subject | QA - Mathematics |
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| ctrlnum | (OCoLC)300162304 (DE-599)BVBBV008873419 |
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| dewey-tens | 510 - Mathematics |
| discipline | Mathematik Wirtschaftswissenschaften |
| format | Book |
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| id | DE-604.BV008873419 |
| illustrated | Illustrated |
| indexdate | 2024-07-09T17:26:25Z |
| institution | BVB |
| isbn | 0471568813 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-005868546 |
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| physical | XII, 228 S. graph. Darst. |
| publishDate | 1993 |
| publishDateSearch | 1993 |
| publishDateSort | 1993 |
| publisher | Wiley |
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| series2 | Wiley series in probability and mathematical statistics : Applied probability and statistics A Wiley-Interscience publication |
| spelling | Birkes, David Verfasser aut Alternative methods of regression David Birkes ; Yadolah Dodge New York u.a. Wiley 1993 XII, 228 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier Wiley series in probability and mathematical statistics : Applied probability and statistics A Wiley-Interscience publication Analyse de régression ram BAYES inriac METHODE ALTERNANTE inriac analyse régression inriac régression linéaire inriac Regression analysis Regressionsanalyse (DE-588)4129903-6 gnd rswk-swf Regressionsanalyse (DE-588)4129903-6 s DE-604 Dodge, Yadolah 1944- Verfasser (DE-588)120454920 aut http://www.loc.gov/catdir/description/wiley032/92031165.html Publisher description http://www.loc.gov/catdir/toc/onix03/92031165.html Table of Contents HBZ Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=005868546&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Birkes, David Dodge, Yadolah 1944- Alternative methods of regression Analyse de régression ram BAYES inriac METHODE ALTERNANTE inriac analyse régression inriac régression linéaire inriac Regression analysis Regressionsanalyse (DE-588)4129903-6 gnd |
| subject_GND | (DE-588)4129903-6 |
| title | Alternative methods of regression |
| title_auth | Alternative methods of regression |
| title_exact_search | Alternative methods of regression |
| title_full | Alternative methods of regression David Birkes ; Yadolah Dodge |
| title_fullStr | Alternative methods of regression David Birkes ; Yadolah Dodge |
| title_full_unstemmed | Alternative methods of regression David Birkes ; Yadolah Dodge |
| title_short | Alternative methods of regression |
| title_sort | alternative methods of regression |
| topic | Analyse de régression ram BAYES inriac METHODE ALTERNANTE inriac analyse régression inriac régression linéaire inriac Regression analysis Regressionsanalyse (DE-588)4129903-6 gnd |
| topic_facet | Analyse de régression BAYES METHODE ALTERNANTE analyse régression régression linéaire Regression analysis Regressionsanalyse |
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