Statistical analysis: a computer oriented approach
Saved in:
| Main Authors: | , |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
New York [u.a.]
Acad. Pr.
1979
|
| Edition: | 2. ed. |
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Physical Description: | XX, 442 S. graph. Darst. |
| ISBN: | 0120444607 |
Staff View
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Record in the Search Index
| _version_ | 1804116422338543616 |
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| adam_text | Titel: Statistical analysis
Autor: Afifi, Abdelmonem A
Jahr: 1979
CONTENTS Preface to Second Edition xi Preface to First Edition xiii Acknowledgments xvii A Partial List of Commonly Used Notations xix 1 Introduction to Data Analysis 1.1 Data, Measurements, and Computational Tools 2 1.2 Components of a Computer Center—The Hardware 5 1.3 The Software 7 1.4 Preparation of Data for Packaged Programs 11 1.5 Criteria and Considerations in the Evaluation of Statistical Program Packages 30 * 1.6 Other Uses of the Computer as a Statistical Tool 31 1.7 Data Screening 34 Problems 47 2 Elementary Statistical Inference 2.1 Frequency Count Programs—The Analysis of Discrete Variables 49 Vli
viii CONTENTS 2.2 Descriptive Programs—The Analysis of Continuous Variables 54 2.3 Descriptive Programs with Strata—The Analysis of Two Continuous Variables 69 2.4 Descriptive Programs with Strata—The Analysis of p 2 Continuous Variables 78 2.5 Cross-Tabulation Programs—The Analysis of Contingency Tables 90 2.6 Other Measures of Association for Contingency Tables 96 2.7 Robust Estimators 113 Problems 119 3 Regression and Correlation Analysis 3.1 Simple Linear Regression and Simple Correlation Analysis 124 3.2 Multiple Linear Regression, Multiple and Partial Correlations 144 3.3 Stepwise Regression 171 3.4 Nonlinear Regression 182 Problems 190 4 The Analysis of Variance 4.1 Basic Theory of the General Linear Model 198 4.2 One-Way Analysis of Variance 208 4.3 Two-Way Analysis of Variance 216 4.4 The General Factorial Design Program 236 4.5 Anova via Regression 252 4.6 The Analysis of Covariance 262 Problems 274 5 Multivariate Statistical Methods 5.1 The Analysis of Outliers 281 5.2 Tests of Hypotheses on Mean Vectors 283 5.3 Classification of an Individual into One of Two Populations 288
CONTENTS ix 5.4 Classification of an Individual into One of k Populations 301 5.5 Stepwise Discriminant Analysis 310 5.6 Principal Component Analysis 318 5.7 Factor Analysis 324 5.8 The Multivariate Analysis of Variance 341 Problems 353 Appendix I Review of Fundamental Concepts 1.1 Concepts of Probability Theory 358 1.2 Common Univariate Distributions 373 1.3 Samples from a Population 384 1.4 Estimation of Population Parameters 388 1.5 Testing of Hypotheses 392 1.6 The Multivariate Normal Distribution 400 Appendix II Statistical Tables 407 References 429 Index 437
|
| any_adam_object | 1 |
| author | Afifi, Abdelmonem A. 1939- Azen, Stanley P. |
| author_GND | (DE-588)128747528 |
| author_facet | Afifi, Abdelmonem A. 1939- Azen, Stanley P. |
| author_role | aut aut |
| author_sort | Afifi, Abdelmonem A. 1939- |
| author_variant | a a a aa aaa s p a sp spa |
| building | Verbundindex |
| bvnumber | BV001977404 |
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| callnumber-subject | QA - Mathematics |
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| dewey-full | 519.5/028/54044 519.5/3 |
| dewey-hundreds | 500 - Natural sciences and mathematics |
| dewey-ones | 519 - Probabilities and applied mathematics |
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| dewey-search | 519.5/028/54044 519.5/3 |
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| dewey-tens | 510 - Mathematics |
| discipline | Informatik Mathematik Wirtschaftswissenschaften |
| edition | 2. ed. |
| format | Book |
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| illustrated | Illustrated |
| indexdate | 2024-07-09T15:38:15Z |
| institution | BVB |
| isbn | 0120444607 |
| language | English |
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| physical | XX, 442 S. graph. Darst. |
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| publishDate | 1979 |
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| spelling | Afifi, Abdelmonem A. 1939- Verfasser (DE-588)128747528 aut Statistical analysis a computer oriented approach A. A. Afifi ; S. P. Azen 2. ed. New York [u.a.] Acad. Pr. 1979 XX, 442 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier Analyse de variance - Informatique Analyse multivariée - Informatique Statistique, informatique ram analyse statistique inriac Datenverarbeitung Analysis of variance Data processing Multivariate analysis Data processing Statistische Analyse (DE-588)4116599-8 gnd rswk-swf Multivariate Analyse (DE-588)4040708-1 gnd rswk-swf Computer (DE-588)4070083-5 gnd rswk-swf Statistik (DE-588)4056995-0 gnd rswk-swf Datenverarbeitung (DE-588)4011152-0 gnd rswk-swf Analysis (DE-588)4001865-9 gnd rswk-swf Statistische Analyse (DE-588)4116599-8 s Datenverarbeitung (DE-588)4011152-0 s DE-604 Analysis (DE-588)4001865-9 s Statistik (DE-588)4056995-0 s 1\p DE-604 Computer (DE-588)4070083-5 s 2\p DE-604 Multivariate Analyse (DE-588)4040708-1 s 3\p DE-604 Azen, Stanley P. Verfasser aut HBZ Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=001289775&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 2\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 3\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Afifi, Abdelmonem A. 1939- Azen, Stanley P. Statistical analysis a computer oriented approach Analyse de variance - Informatique Analyse multivariée - Informatique Statistique, informatique ram analyse statistique inriac Datenverarbeitung Analysis of variance Data processing Multivariate analysis Data processing Statistische Analyse (DE-588)4116599-8 gnd Multivariate Analyse (DE-588)4040708-1 gnd Computer (DE-588)4070083-5 gnd Statistik (DE-588)4056995-0 gnd Datenverarbeitung (DE-588)4011152-0 gnd Analysis (DE-588)4001865-9 gnd |
| subject_GND | (DE-588)4116599-8 (DE-588)4040708-1 (DE-588)4070083-5 (DE-588)4056995-0 (DE-588)4011152-0 (DE-588)4001865-9 |
| title | Statistical analysis a computer oriented approach |
| title_auth | Statistical analysis a computer oriented approach |
| title_exact_search | Statistical analysis a computer oriented approach |
| title_full | Statistical analysis a computer oriented approach A. A. Afifi ; S. P. Azen |
| title_fullStr | Statistical analysis a computer oriented approach A. A. Afifi ; S. P. Azen |
| title_full_unstemmed | Statistical analysis a computer oriented approach A. A. Afifi ; S. P. Azen |
| title_short | Statistical analysis |
| title_sort | statistical analysis a computer oriented approach |
| title_sub | a computer oriented approach |
| topic | Analyse de variance - Informatique Analyse multivariée - Informatique Statistique, informatique ram analyse statistique inriac Datenverarbeitung Analysis of variance Data processing Multivariate analysis Data processing Statistische Analyse (DE-588)4116599-8 gnd Multivariate Analyse (DE-588)4040708-1 gnd Computer (DE-588)4070083-5 gnd Statistik (DE-588)4056995-0 gnd Datenverarbeitung (DE-588)4011152-0 gnd Analysis (DE-588)4001865-9 gnd |
| topic_facet | Analyse de variance - Informatique Analyse multivariée - Informatique Statistique, informatique analyse statistique Datenverarbeitung Analysis of variance Data processing Multivariate analysis Data processing Statistische Analyse Multivariate Analyse Computer Statistik Analysis |
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