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[资源] Nonparametric statistical methods 非参数统计方法 wiley经典好书

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 3
1.4. Format and Organization 6
1.5. Computing with R 8
1.6. Historical Background 9
2. The Dichotomous Data Problem 11
Introduction 11
2.1. A Binomial Test 11
2.2. An Estimator for the Probability of Success 22
2.3. A Conﬁdence Interval for the Probability of Success (Wilson) 24
2.4. Bayes Estimators for the Probability of Success 33
3. The One-Sample Location Problem 39
Introduction 39
Paired Replicates Analyses by Way of Signed Ranks 39
3.1. A Distribution-Free Signed Rank Test (Wilcoxon) 40
3.2. An Estimator Associated with Wilcoxon’s Signed Rank Statistic
(Hodges–Lehmann) 56
3.3. A Distribution-Free Conﬁdence Interval Based on Wilcoxon’s Signed Rank Test
(Tukey) 59
Paired Replicates Analyses by Way of Signs 63
3.4. A Distribution-Free Sign Test (Fisher) 63
3.5. An Estimator Associated with the Sign Statistic (Hodges–Lehmann) 76
3.6. A Distribution-Free Conﬁdence Interval Based on the Sign Test (Thompson,
Savur) 80
One-Sample Data 84
3.7. Procedures Based on the Signed Rank Statistic 84
3.8. Procedures Based on the Sign Statistic 90
3.9. An Asymptotically Distribution-Free Test of Symmetry
(Randles–Fligner–Policello–Wolfe, Davis–Quade) 94
Bivariate Data 102
3.10. A Distribution-Free Test for Bivariate Symmetry (Hollander) 102
3.11. Efﬁciencies of Paired Replicates and One-Sample Location Procedures 112

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附件 1 : (Wiley_Series_in_Probability_and_Statistics)_Myles_Hollander,_Douglas_A._Wo.pdf

2014-12-25 21:49:44, 6.9 M