Foundations of statistical analyses and applications with SAS:
Gespeichert in:
| Hauptverfasser: | , , |
|---|---|
| Format: | Buch |
| Sprache: | English German |
| Veröffentlicht: |
Basel [u.a.]
Birkhäuser
2002
|
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | IX, 399 S. graph. Darst. |
| ISBN: | 9783764368937 3764368934 |
Internformat
MARC
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Datensatz im Suchindex
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| adam_text | MICHAEL FALK FRANK MAROHN BERNWARD TEWES FOUNDATIONS OF STATISTICAL
ANALYSES AND APPLICATIONS WITH SAS BIRKHAUSER VERLAG BASEL * BOSTON *
BERLIN CONTENTS PREFACE VII 1. ELEMENTS OF EXPLORATORY DATA ANALYSIS 1
1.1 HISTOGRAMS AND KERNEL DENSITY ESTIMATORS 1 1.2 MEASURES OF LOCATION
17 1.3 MEASURES OF SPREAD 22 1.4 SKEWNESS AND KURTOSIS 26 1.5 BOXPLOTS
27 1.6 QUANTILE PLOTS 31 1.7 VARIANCE-STABILIZING TRANSFORMATIONS 38
EXERCISES 43 2. SOME MATHEMATICAL STATISTICS FOR THE NORMAL DISTRIBUTION
51 2.1 THE NORMAL DISTRIBUTION AND DERIVED DISTRIBUTIONS 51 2.2 SAMPLE
MEAN AND SAMPLE VARIANCE 60 2.3 COMPARING TWO INDEPENDENT SAMPLES 62 2.4
A NONPARAMETRIC ALTERNATIVE: THE WILCOXON TEST 74 EXERCISES 82 3.
REGRESSION ANALYSIS 87 3.1 BEST LINEAR APPROXIMATION 87 3.2 THE METHOD
OF LEAST SQUARES 96 3.3 MULTIPLE LINEAR REGRESSION 107 EXERCISES 134 4.
CATEGORICAL DATA ANALYSIS 139 4.1 CONTINGENCY TABLES 139 4.2 CATEGORICAL
REGRESSION 161 EXERCISES 180 VI TABLE OF CONTENTS 5. ANALYSIS OF
VARIANCE 185 5.1 THE ONE-WAY ANALYSIS OF VARIANCE 185 5.2 THE TWO-WAY
ANALYSIS OF VARIANCE 202 EXERCISES 219 6. DISCRIMINANT ANALYSIS 223 6.1
BAYES APPROACH 223 6.2 PARAMETRIC DISCRIMINANT ANALYSIS: NORMAL
OBSERVATIONS .... 231 6.3 FISHER S APPROACH (PROJECTION PURSUIT) 237 6.4
DENSITY ESTIMATORS 246 6.5 THE NEAREST NEIGHBOR APPROACH 261 EXERCISES
265 7. CLUSTER ANALYSIS 271 7.1 THE ART OF CLUSTERING 271 7.2 DISTANCE
AND SIMILARITY MEASURES 273 7.3 MULTIDIMENSIONAL SCALING 283 7.4
HIERARCHICAL CLUSTERING METHODS 299 7.5 DENSITY LINKAGE 308 EXERCISES
317 8. PRINCIPAL COMPONENTS 321 8.1 PRINCIPAL COMPONENTS IN IB? 321 8.2
PRINCIPAL COMPONENTS IN BP 326 8.3 FACTOR ANALYSIS BASED ON PRINCIPAL
COMPONENTS 341 EXERCISES 357 APPENDIX: A BRIEF INTRODUCTION TO SAS 363
A.I PREFACE 363 A.1.1 SAS-MODULES 363 A.1.2 DIFFERENT MODES WITH SAS 364
A.2 FUNDAMENTALS OF SAS PROGRAMMING 365 A.2.1 THE DISPLAY MANAGER SYSTEM
365 A.2.2 DATA AND PROC STEPS 367 A.2.3 SOME BASIC SAS STATEMENTS 368
A.2.4 PROGRAMMING IN A DATA STEP 371 A.3 SOME SAS PROCEDURES 373 A.3.1
PROC MEANS 373 A.3.2 PROC GPLOT 375 A.3.3 PROC IML 380 BIBLIOGRAPHY 383
DATA INDEX 387 INDEX 389
|
| any_adam_object | 1 |
| author | Falk, Michael 1954- Marohn, Frank Tewes, Bernward |
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| author_facet | Falk, Michael 1954- Marohn, Frank Tewes, Bernward |
| author_role | aut aut aut |
| author_sort | Falk, Michael 1954- |
| author_variant | m f mf f m fm b t bt |
| building | Verbundindex |
| bvnumber | BV014361826 |
| callnumber-first | Q - Science |
| callnumber-label | QA276 |
| callnumber-raw | QA276.4 |
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| callnumber-subject | QA - Mathematics |
| classification_rvk | QH 200 SK 850 ST 320 ST 600 ST 601 |
| ctrlnum | (OCoLC)49727798 (DE-599)BVBBV014361826 |
| dewey-full | 519.5 |
| dewey-hundreds | 500 - Natural sciences and mathematics |
| dewey-ones | 519 - Probabilities and applied mathematics |
| dewey-raw | 519.5 |
| dewey-search | 519.5 |
| dewey-sort | 3519.5 |
| dewey-tens | 510 - Mathematics |
| discipline | Informatik Mathematik Wirtschaftswissenschaften |
| format | Book |
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| illustrated | Illustrated |
| indexdate | 2024-07-09T19:02:07Z |
| institution | BVB |
| isbn | 9783764368937 3764368934 |
| language | English German |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-009843145 |
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| physical | IX, 399 S. graph. Darst. |
| publishDate | 2002 |
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| publisher | Birkhäuser |
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| spelling | Falk, Michael 1954- Verfasser (DE-588)128608552 aut Angewandte Statistik mit SAS Foundations of statistical analyses and applications with SAS Michael Falk ; Frank Marohn ; Bernward Tewes Basel [u.a.] Birkhäuser 2002 IX, 399 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier SAS (Computer file) Statistique mathématique - Informatique Datenverarbeitung Mathematical statistics Data processing SAS Programm (DE-588)4195685-0 gnd rswk-swf Statistik (DE-588)4056995-0 gnd rswk-swf (DE-588)4123623-3 Lehrbuch gnd-content Statistik (DE-588)4056995-0 s SAS Programm (DE-588)4195685-0 s DE-604 Marohn, Frank Verfasser aut Tewes, Bernward Verfasser aut HEBIS Datenaustausch Darmstadt application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=009843145&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Falk, Michael 1954- Marohn, Frank Tewes, Bernward Foundations of statistical analyses and applications with SAS SAS (Computer file) Statistique mathématique - Informatique Datenverarbeitung Mathematical statistics Data processing SAS Programm (DE-588)4195685-0 gnd Statistik (DE-588)4056995-0 gnd |
| subject_GND | (DE-588)4195685-0 (DE-588)4056995-0 (DE-588)4123623-3 |
| title | Foundations of statistical analyses and applications with SAS |
| title_alt | Angewandte Statistik mit SAS |
| title_auth | Foundations of statistical analyses and applications with SAS |
| title_exact_search | Foundations of statistical analyses and applications with SAS |
| title_full | Foundations of statistical analyses and applications with SAS Michael Falk ; Frank Marohn ; Bernward Tewes |
| title_fullStr | Foundations of statistical analyses and applications with SAS Michael Falk ; Frank Marohn ; Bernward Tewes |
| title_full_unstemmed | Foundations of statistical analyses and applications with SAS Michael Falk ; Frank Marohn ; Bernward Tewes |
| title_short | Foundations of statistical analyses and applications with SAS |
| title_sort | foundations of statistical analyses and applications with sas |
| topic | SAS (Computer file) Statistique mathématique - Informatique Datenverarbeitung Mathematical statistics Data processing SAS Programm (DE-588)4195685-0 gnd Statistik (DE-588)4056995-0 gnd |
| topic_facet | SAS (Computer file) Statistique mathématique - Informatique Datenverarbeitung Mathematical statistics Data processing SAS Programm Statistik Lehrbuch |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=009843145&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
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