Smoothing methods in statistics:
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Buch |
| Sprache: | German |
| Veröffentlicht: |
New York [u.a.]
Springer
[1996]
|
| Schriftenreihe: | Springer series in statistics
|
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | Literaturverz. S. 290 - 320 |
| Beschreibung: | xii, 338 Seiten Illustrationen |
| ISBN: | 0387947167 9780387947167 |
Internformat
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Datensatz im Suchindex
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| adam_text |
JEFFREY S. SIMONOFF SMOOTHING METHODS IN STATISTICS WITH 117 FIGURES
SPRINGER CONTENTS PREFACE VII 1. INTRODUCTION 1 1.1 SMOOTHING METHODS: A
NONPARAMETRIC/PARAMETRIC COMPROMISE 1 1.2 USES OF SMOOTHING METHODS 8
1.3 OUTLINE OF THE CHAPTERS 10 BACKGROUND MATERIAL 11 COMPUTATIONAL
ISSUES 11 EXERCISES 12 2. SIMPLE UNIVARIATE DENSITY ESTIMATION 13 2.1
THE HISTOGRAM 13 2.2 THE FREQUENCY POLYGON 20 2.3 VARYING THE BIN WIDTH
22 2.4 THE EFFECTIVENESS OF SIMPLE DENSITY ESTIMATORS 26 BACKGROUND
MATERIAL 30 COMPUTATIONAL ISSUES 37 EXERCISES 38 3. SMOOTHER UNIVARIATE
DENSITY ESTIMATION 40 3.1 KERNEL DENSITY ESTIMATION 40 3.2 PROBLEMS WITH
KERNEL DENSITY ESTIMATION 49 3.3 ADJUSTMENTS AND IMPROVEMENTS TO KERNEL
DENSITY ESTIMATION 53 3.4 LOCAL LIKELIHOOD ESTIMATION 64 3.5 ROUGHNESS
PENALTY AND SPLINE-BASED METHODS 67 3.6 COMPARISON OF UNIVARIATE DENSITY
ESTIMATORS 70 BACKGROUND MATERIAL 72 COMPUTATIONAL ISSUES 92 EXERCISES
94 4. MULTIVARIATE DENSITY ESTIMATION 96 4-1 SIMPLE DENSITY ESTIMATION
METHODS 96 4-2 KERNEL DENSITY ESTIMATION 102 XII CONTENTS 4.3 OTHER
ESTIMATORS 111 4-4 DIMENSION REDUCTION AND PROJECTION PURSUIT 117 4-5
THE STATE OF MULTIVARIATE DENSITY ESTIMATION 121 BACKGROUND MATERIAL 123
COMPUTATIONAL ISSUES 131 EXERCISES 132 5. NONPARAMETRIC REGRESSION 134
5.1 SCATTER PLOT SMOOTHING AND KERNEL REGRESSION 134 5.2 LOCAL
POLYNOMIAL REGRESSION 138 5.3 BANDWIDTH SELECTION 151 5.4 LOCALLY
VARYING THE BANDWIDTH 154 5.5 OUTLIERS AND AUTOCORRELATION 160 5.6
SPLINE SMOOTHING 168 5.7 MULTIPLE PREDICTORS AND ADDITIVE MODELS 178 5.8
COMPARING NONPARAMETRIC REGRESSION METHODS 190 BACKGROUND MATERIAL 191
COMPUTATIONAL ISSUES 210 EXERCISES 212 6. SMOOTHING ORDERED CATEGORICAL
DATA 215 6.1 SMOOTHIN G AND ORDERED CATEGORICAL DATA 215 6.2 SMOOTHING
SPARSE MULTINOMIALS 217 6.3 SMOOTHING SPARSE CONTINGENCY TABLES 226 6.4
CATEGORICAL DATA, REGRESSION, AND DENSITY ESTIMATION 236 BACKGROUND
MATERIAL 243 COMPUTATIONAL ISSUES 250 EXERCISES 250 7. FURTHER
APPLICATIONS OF SMOOTHING 252 7.1 DISCRIMINANT ANALYSIS 252 7.2
GOODNESS-OF-FIT TESTS 258 7.3 SMOOTHING-BASED PARAMETRIC ESTIMATION 261
7.4 THE SMOOTHED BOOTSTRAP 266 BACKGROUND MATERIAL 268 COMPUTATIONAL
ISSUES 273 EXERCISES 273 APPENDICES 275 A. DESCRIPTIONS OF THE DATA SETS
275 B. MORE ON COMPUTATIONAL ISSUES 288, REFERENCES 290 AUTHOR INDEX 321
SUBJECT INDEX 329 |
| any_adam_object | 1 |
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| author_facet | Simonoff, Jeffrey S. 1955- |
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| author_sort | Simonoff, Jeffrey S. 1955- |
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| building | Verbundindex |
| bvnumber | BV010897633 |
| callnumber-first | Q - Science |
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| callnumber-raw | QA278 |
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| callnumber-subject | QA - Mathematics |
| classification_rvk | QH 250 SK 840 SK 850 |
| classification_tum | MAT 620f |
| ctrlnum | (OCoLC)34355049 (DE-599)BVBBV010897633 |
| dewey-full | 519.5/36 |
| dewey-hundreds | 500 - Natural sciences and mathematics |
| dewey-ones | 519 - Probabilities and applied mathematics |
| dewey-raw | 519.5/36 |
| dewey-search | 519.5/36 |
| dewey-sort | 3519.5 236 |
| dewey-tens | 510 - Mathematics |
| discipline | Mathematik Wirtschaftswissenschaften |
| format | Book |
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| illustrated | Illustrated |
| indexdate | 2024-11-11T13:01:26Z |
| institution | BVB |
| isbn | 0387947167 9780387947167 |
| language | German |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-007288146 |
| oclc_num | 34355049 |
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| physical | xii, 338 Seiten Illustrationen |
| publishDate | 1996 |
| publishDateSearch | 1996 |
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| publisher | Springer |
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| series2 | Springer series in statistics |
| spelling | Simonoff, Jeffrey S. 1955- (DE-588)17080867X aut Smoothing methods in statistics Jeffrey S. Simonoff New York [u.a.] Springer [1996] © 1996 xii, 338 Seiten Illustrationen txt rdacontent n rdamedia nc rdacarrier Springer series in statistics Literaturverz. S. 290 - 320 Data-analyse gtt Lissage (Statistique) ram Schattingstheorie gtt Statistische methoden gtt Smoothing (Statistics) Glättung (DE-588)4157404-7 gnd rswk-swf Glättung (DE-588)4157404-7 s DE-604 Erscheint auch als Online-Ausgabe 978-1-4612-4026-6 GBV Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=007288146&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Simonoff, Jeffrey S. 1955- Smoothing methods in statistics Data-analyse gtt Lissage (Statistique) ram Schattingstheorie gtt Statistische methoden gtt Smoothing (Statistics) Glättung (DE-588)4157404-7 gnd |
| subject_GND | (DE-588)4157404-7 |
| title | Smoothing methods in statistics |
| title_auth | Smoothing methods in statistics |
| title_exact_search | Smoothing methods in statistics |
| title_full | Smoothing methods in statistics Jeffrey S. Simonoff |
| title_fullStr | Smoothing methods in statistics Jeffrey S. Simonoff |
| title_full_unstemmed | Smoothing methods in statistics Jeffrey S. Simonoff |
| title_short | Smoothing methods in statistics |
| title_sort | smoothing methods in statistics |
| topic | Data-analyse gtt Lissage (Statistique) ram Schattingstheorie gtt Statistische methoden gtt Smoothing (Statistics) Glättung (DE-588)4157404-7 gnd |
| topic_facet | Data-analyse Lissage (Statistique) Schattingstheorie Statistische methoden Smoothing (Statistics) Glättung |
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