Nonparametric statistical methods:
Gespeichert in:
| Hauptverfasser: | , |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
New York [u.a.]
Wiley
1999
|
| Ausgabe: | 2. ed. |
| Schriftenreihe: | Wiley series in probability and statistics : Texts and references section
A Wiley-Interscience publication |
| Schlagworte: | |
| Online-Zugang: | Publisher description Table of Contents Inhaltsverzeichnis |
| Beschreibung: | XIV, 787 S. |
| ISBN: | 0471190454 9780471190455 |
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Datensatz im Suchindex
| _version_ | 1804127401780707328 |
|---|---|
| adam_text | Titel: Nonparametric statistical methods
Autor: Hollander, Myles
Jahr: 1999
Contents
Preface xiii
1 Introduction 1
1.1 Advantages of Nonparametric Methods, 1
1.2 The Distribution-Free Property, 2
1.3 Some Real-World Applications, 2
1.4 Scope, 4
1.5 Format and Organization, 8
1.6 Computing Packages, 10
1.7 Historical Background, 11
1.8 Guide, 13
2 The Dichotomous Data Problem 20
2.1 A Binomial Test, 20
2.2 An Estimator for the Probability of Success, 29
2.3 A Confidence Interval for the Probability of Success (Clopper-Pearson), 31
3 The One-Sample Location Problem 35
Paired Replicates Analyses By Way of Signed Ranks
3.1 A Distribution-Free Signed Rank Test (Wilcoxon), 36
3.2 An Estimator Associated with Wilcoxon s Signed Rank Statistic
(Hodges-Lehmann), 51
3.3 A Distribution-Free Confidence Interval Based on Wilcoxon s Signed Rank
Test(Tukey), 56
Paired Replicate Analyses By Way of Signs
3.4 A Distribution-Free Sign Test (Fisher), 60
3.5 An Estimator Associated with the Sign Statistic (Hodges-Lehmann), 72
3.6 A Distribution-Free Confidence Interval Based on the Sign Test (Thompson,
Savur), 75
VÜ
VIM CONTENTS
One-Sample Data
3.7 Procedures Based on the Signed Rank Statistic, 79
3.8 Procedures Based on the Sign Statistic, 83
3.9 An Asymptotically Distribution-Free Test of Symmetry
(Randles-Fligner-Policello-Wolfe, Davis-Quade), 87
Bivariate Data
3.10 A Distribution-Free Test for Bivariate Symmetry (Hollander), 94
3.11 Efficiencies of Paired Replicates and One-Sample Location Procedures, 104
4 The Two-Sample Location Problem 106
4.1 A Distribution-Free Rank Sum Test (Wilcoxon, Mann and Whitney), 106
4.2 An Estimator Associated with Wilcoxon s Rank Sum Statistic
(Hodges-Lehmann), 125
4.3 A Distribution-Free Confidence Interval Based on Wilcoxon s Rank Sum
Test (Moses), 132
4.4 A Robust Rank Test for the Behrens-Fisher Problem
(Fligner-Policello), 135
4.5 Efficiencies of Two-Sample Location Procedures, 139
5 The Two-Sample Dispersion Problem and Other
Two-Sample Problems 141
5.1 A Distribution-Free Rank Test for Dispersion—Medians Equal
(Ansari-Bradley), 142
5.2 An Asymptotically Distribution-Free Test for Dispersion Based on the
Jackknife—Medians Not Necessarily Equal (Miller), 158
5.3 A Distribution-Free Rank Test for Either Location or Dispersion
(Lepage), 169
5.4 A Distribution-Free Test for General Differences in Two Populations
(Kolmogorov-Smirnov), 178
5.5 Efficiencies of Two-Sample Dispersion and Broad Alternatives
Procedures, 187
6 The One-Way Layout 189
6.1 A Distribution-Free Test for General Alternatives (Kruskal-Wallis), 190
6.2 A Distribution-Free Test for Ordered Alternatives (Jonckheere,
Terpstra), 202
6.3 Distribution-Free Tests for Umbrella Alternatives (Mack-Wolfe), 212
6.3.A A Distribution-Free Test for Umbrella Alternatives, Peak Known
(Mack-Wolfe), 213
6.3.B A Distribution-Free Test for Umbrella Alternatives, Peak Unknown
(Mack-Wolfe), 226
6.4 A Distribution-Free Test for Treatments versus a Control
(Fligner-Wolfe), 234
6.5 Distribution-Free Two-Sided All-Treatments Multiple Comparisons Based
on Pairwise Rankings—General Configuration (Dwass, Steel,
Critchlow-Fligner), 240
CONTENTS iX
6.6 Distribution-Free One-Sided All-Treatments Multiple Comparisons Based
on Pairwise Rankings-Ordered Treatment Effects (Hayter-Stone), 249
6.7 Distribution-Free One-Sided Treatments versus Control Multiple
Comparisons Based on Joint Rankings (Nemenyi, Damico-Wolfe), 254
6.8 Contrast Estimation Based on Hodges-Lehmann Two-Sample Estimators
(Spj0tvoll), 260
6.9 Simultaneous Confidence Intervals for All Simple Contrasts
(Critchlow-Fligner), 264
6.10 Efficiencies of One-Way Layout Procedures, 268
7 The Two-Way Layout 270
7.1 A Distribution-Free Test for General Alternatives in a Randomized
Complete Block Design (Friedman, Kendall-Babington Smith), 272
7.2 A Distribution-Free Test for Ordered Alternatives in a Randomized
Complete Block Design (Page), 284
7.3 Distribution-Free Two-Sided All-Treatments Multiple Comparisons Based
on Friedman Rank Sums—General Configuration (Wilcoxon, Nemenyi,
McDonald-Thompson), 295
7.4 Distribution-Free One-Sided Treatments versus Control Multiple
Comparisons Based on Friedman Rank Sums (Nemenyi, Wilcoxon-Wilcox,
Miller), 300
7.5 Contrast Estimation Based on One-Sample Median Estimators
(Doksum), 305
Incomplete Block Data—Two-way Layout with Zero or One Observation per
Treatment-Block Combination
7.6 A Distribution-Free Test for General Alternatives in a Randomized
Balanced Incomplete Block Design (BIBD) (Durbin, Skillings-Mack), 309
7.7 Asymptotically Distribution-Free Two-Sided All-Treatments Multiple
Comparisons for Balanced Incomplete Block Designs
(Skillings-Mack), 317
7.8 A Distribution-Free Test for General Alternatives for Data from an Arbitrary
Incomplete Block Design (Skillings-Mack), 319
Replications—Two-way Layout with at Least One Observation for Every
Treatment-Block Combination
7.9 A Distribution-Free Test for General Alternatives in a Randomized Block
Design with an Equal Number c ( 1 ) of Replications per Treatment-Block
Combination (Mack-Skillings), 329
7.10 Asymptotically Distribution-Free Two-Sided All-Treatments Multiple
Comparisons for a Two-Way Layout with an Equal Number of Replications
in Each Treatment-Block Combination (Mack-Skillings), 340
Analyses Associated with Signed Ranks
7.11 A Test Based on Wilcoxon Signed Ranks for General Alternatives in a
Randomized Complete Block Design (Doksum), 343
7.12 A Test Based on Wilcoxon Signed Ranks for Ordered Alternatives in a
Randomized Complete Block Design (Hollander), 348
7.13 Approximate Two-Sided All-Treatments Multiple Comparisons Based on
Signed Ranks (Nemenyi), 351
X CONTENTS
7.14 Approximate One-Sided Treatments versus Control Multiple Comparisons
Based on Signed Ranks (Hollander), 353
7.15 Contrast Estimation Based on One-Sample Hodges-Lehmann Estimators
(Lehmann), 357
7.16 Efficiencies of Two-Way Layout Procedures, 361
8 The Independence Problem 363
8.1 A Distribution-Free Test for Independence Based on Signs (Kendall), 363
8.2 An Estimator Associated with the Kendall Statistic (Kendall), 382
8.3 An Asymptotically Distribution-Free Confidence Interval Based on the
Kendall Statistic (Samara-Randies, Fligner-Rust, Noether), 383
8.4 An Asymptotically Distribution-Free Confidence Interval Based on Efron s
Bootstrap, 388
8.5 A Distribution-Free Test for Independence Based on Ranks
(Spearman), 394
8.6 A Distribution-Free Test for Independence Against Broad Alternatives
(Hoeffding), 408
8.7 Efficiencies of Independence Procedures, 413
9 Regression Problems 415
One Regression Line
9.1 A Distribution-Free Test for the Slope of the Regression Line (Theil), 416
9.2 A Slope Estimator Associated with the Theil Statistic (Theil), 421
9.3 A Distribution-Free Confidence Interval Associated with the Theil Test
(Theil), 424
9.4 An Intercept Estimator Associated with the Theil Statistic and Use of the
Estimated Linear Relationship for Prediction
(Hettmansperger-McKean-Sheather), 426
¿(2: 2) Regression Lines
9.5 An Asymptotically Distribution-Free Test for the Parallelism of Several
Regression Lines (Sen, Adichie), 429
General Multiple Linear Regression
9.6 Asymptotically Distribution-Free Rank-Based Tests for General Multiple
Linear Regression (Jaeckel, Hettmansperger-McKean), 438
Nonparametric Regression Analysis
9.7 An Introduction to Non-Rank-Based Approaches to Nonparametric
Regression Analysis, 453
9.8 Efficiencies of Regression Procedures, 456
10 Comparing Two Success Probabilities 458
IO. 1 Approximate Tests and Confidence Intervals for the Difference between
Two Success Probabilities (Pearson), 459
10.2 An Exact Test for the Difference between Two Success Probabilities
(Fisher), 473
10.3 Inference for the Odds Ratio (Fisher, Cornfield), 477
CONTENTS
xi
10.4 Inference for k Strata of 2 X 2 Tables (Mantel and Haenszel), 484
10.5 Efficiencies, 493
11 Life Distributions and Survival Analysis 495
11.1 A Test of Exponentiality versus IFR Alternatives (Epstein), 495
11.2 A Test of Exponentiality versus NBU Alternatives
(Hollander-Proschan), 504
11.3 A Test of Exponentiality versus DMRL Alternatives
(Hollander-Proschan), 513
11.4 A Test of Exponentiality versus a Trend Change in Mean Residual Life
(Guess-Hollander-Proschan), 520
11.5 A Confidence Band for the Distribution Function (Kolmogorov), 526
11.6 An Estimator of the Distribution Function When the Data Are Censored
(Kaplan-Meier), 535
11.7 A Two-Sample Test for Censored Data (Mantel), 550
11.8 Efficiencies, 557
Appendix A Tables and Charts 563
Bibliography 745
Answers to Selected Problems 767
Author Index 771
Subject Index 779
|
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| spelling | Hollander, Myles Verfasser aut Nonparametric statistical methods Myles Hollander ; Douglas A. Wolfe 2. ed. New York [u.a.] Wiley 1999 XIV, 787 S. txt rdacontent n rdamedia nc rdacarrier Wiley series in probability and statistics : Texts and references section A Wiley-Interscience publication Nichtparametrische Statistik Nonparametric statistics Nichtparametrischer Test (DE-588)4075372-4 gnd rswk-swf Nichtparametrische Statistik (DE-588)4226777-8 gnd rswk-swf 1\p (DE-588)4151278-9 Einführung gnd-content Nichtparametrische Statistik (DE-588)4226777-8 s DE-604 Nichtparametrischer Test (DE-588)4075372-4 s 2\p DE-604 Wolfe, Douglas A. Verfasser aut http://www.loc.gov/catdir/description/wiley034/98003314.html Publisher description http://www.loc.gov/catdir/toc/onix05/98003314.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=008659308&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 |
| spellingShingle | Hollander, Myles Wolfe, Douglas A. Nonparametric statistical methods Nichtparametrische Statistik Nonparametric statistics Nichtparametrischer Test (DE-588)4075372-4 gnd Nichtparametrische Statistik (DE-588)4226777-8 gnd |
| subject_GND | (DE-588)4075372-4 (DE-588)4226777-8 (DE-588)4151278-9 |
| title | Nonparametric statistical methods |
| title_auth | Nonparametric statistical methods |
| title_exact_search | Nonparametric statistical methods |
| title_full | Nonparametric statistical methods Myles Hollander ; Douglas A. Wolfe |
| title_fullStr | Nonparametric statistical methods Myles Hollander ; Douglas A. Wolfe |
| title_full_unstemmed | Nonparametric statistical methods Myles Hollander ; Douglas A. Wolfe |
| title_short | Nonparametric statistical methods |
| title_sort | nonparametric statistical methods |
| topic | Nichtparametrische Statistik Nonparametric statistics Nichtparametrischer Test (DE-588)4075372-4 gnd Nichtparametrische Statistik (DE-588)4226777-8 gnd |
| topic_facet | Nichtparametrische Statistik Nonparametric statistics Nichtparametrischer Test Einführung |
| url | http://www.loc.gov/catdir/description/wiley034/98003314.html http://www.loc.gov/catdir/toc/onix05/98003314.html http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=008659308&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| work_keys_str_mv | AT hollandermyles nonparametricstatisticalmethods AT wolfedouglasa nonparametricstatisticalmethods |