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Introduction to Statistics in Human Performance最新文献

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Two-Sample t-test 两个示例学习任务
Introduction to Statistics in Human Performance Pub Date : 2019-07-10 DOI: 10.4324/9781351211062-8
D. Mood
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引用次数: 0
Nonparametric Statistics 非参数统计
Introduction to Statistics in Human Performance Pub Date : 2019-07-10 DOI: 10.4324/9781351211062-15
D. Mood, James R. Morrow, Matthew B. McQueen
{"title":"Nonparametric Statistics","authors":"D. Mood, James R. Morrow, Matthew B. McQueen","doi":"10.4324/9781351211062-15","DOIUrl":"https://doi.org/10.4324/9781351211062-15","url":null,"abstract":"In light of Cohen (Ann Math Stat 37:458–463, 1966) and Rao (Ann Stat 4:1023–1037, 1976), who provide necessary and sufficient conditions for admissibility of linear smoothers, one realizes that many of the well-known linear nonparametric regression smoothers are inadmissible because either the smoothing matrix is asymmetric or the spectrum of the smoothing matrix lies outside the unit interval [0, 1]. The question answered in this chapter is how can an inadmissible smoother transformed into an admissible one? Specifically, this contribution investigates the spectrum of various matrix symmetrization schemes for k-nearest neighbor-type smoothers. This is not an easy task, as the spectrum of many traditional symmetrization schemes fails to lie in the unit interval. The contribution of this study is to present a symmetrization scheme for smoothing matrices that make the associated estimator admissible. For k-nearest neighbor smoothers, the result of the transformation has a natural interpretation in terms of graph theory. P.-A. Cornillon University of Rennes, IRMAR UMR 6625, Rennes, France e-mail: pac@univ-rennes2.fr A. Gribinski Department of Mathematics, Princeton University, Princeton, NJ, USA e-mail: aurelien.gribinski@princeton.edu N. Hengartner Los Alamos National Laboratory, Los Alamos, NM, USA e-mail: nickh@lanl.gov T. Kerdreux UMR 8548, Ecole Normale Supérieure, Paris, France e-mail: thomas.kerdreux@inria.fr E. Matzner-Løber ( ) CREST, UMR 9194, Cepe-Ensae, Palaiseau, France e-mail: eml@ensae.fr © Springer Nature Switzerland AG 2018 P. Bertail et al. (eds.), Nonparametric Statistics, Springer Proceedings in Mathematics & Statistics 250, https://doi.org/10.1007/978-3-319-96941-1_1 1 2 P.-A. Cornillon et al.","PeriodicalId":424691,"journal":{"name":"Introduction to Statistics in Human Performance","volume":"30 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-07-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117161517","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Advanced Statistics 先进的统计数据
Introduction to Statistics in Human Performance Pub Date : 2019-07-10 DOI: 10.4324/9781351211062-14
D. Mood, James R. Morrow, M. McQueen
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引用次数: 8
Multivariate ANOVA (MANOVA) 多元方差分析(MANOVA)
Introduction to Statistics in Human Performance Pub Date : 2019-07-10 DOI: 10.4324/9781351211062-13
D. Mood, J. Morrow, M. McQueen
{"title":"Multivariate ANOVA (MANOVA)","authors":"D. Mood, J. Morrow, M. McQueen","doi":"10.4324/9781351211062-13","DOIUrl":"https://doi.org/10.4324/9781351211062-13","url":null,"abstract":"","PeriodicalId":424691,"journal":{"name":"Introduction to Statistics in Human Performance","volume":"54 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-07-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131645584","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Descriptive Statistics 描述性统计
Introduction to Statistics in Human Performance Pub Date : 2019-07-10 DOI: 10.4324/9781351211062-4
D. Mood, James R. Morrow, M. McQueen
{"title":"Descriptive Statistics","authors":"D. Mood, James R. Morrow, M. McQueen","doi":"10.4324/9781351211062-4","DOIUrl":"https://doi.org/10.4324/9781351211062-4","url":null,"abstract":"","PeriodicalId":424691,"journal":{"name":"Introduction to Statistics in Human Performance","volume":"37 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-07-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115069723","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Introduction to Inferential Statistics 推论统计学导论
Introduction to Statistics in Human Performance Pub Date : 2019-07-10 DOI: 10.4324/9781351211062-7
D. Mood
{"title":"Introduction to Inferential Statistics","authors":"D. Mood","doi":"10.4324/9781351211062-7","DOIUrl":"https://doi.org/10.4324/9781351211062-7","url":null,"abstract":"","PeriodicalId":424691,"journal":{"name":"Introduction to Statistics in Human Performance","volume":"7 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-07-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116444407","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
One-Way Within-Groups ANOVA 单向组内方差分析
Introduction to Statistics in Human Performance Pub Date : 2019-07-10 DOI: 10.4324/9781351211062-11
D. Mood, J. Morrow, M. McQueen
{"title":"One-Way Within-Groups ANOVA","authors":"D. Mood, J. Morrow, M. McQueen","doi":"10.4324/9781351211062-11","DOIUrl":"https://doi.org/10.4324/9781351211062-11","url":null,"abstract":"","PeriodicalId":424691,"journal":{"name":"Introduction to Statistics in Human Performance","volume":"12 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-07-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127486217","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Issues in Inferential Statistics 推论统计学问题
Introduction to Statistics in Human Performance Pub Date : 2019-07-10 DOI: 10.4324/9781351211062-9
D. Mood
{"title":"Issues in Inferential Statistics","authors":"D. Mood","doi":"10.4324/9781351211062-9","DOIUrl":"https://doi.org/10.4324/9781351211062-9","url":null,"abstract":"","PeriodicalId":424691,"journal":{"name":"Introduction to Statistics in Human Performance","volume":"7 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-07-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130334940","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Student Introduction 学生介绍
Introduction to Statistics in Human Performance Pub Date : 2019-07-10 DOI: 10.4324/9781351211062-1
D. Mood, James R. Morrow, M. McQueen
{"title":"Student Introduction","authors":"D. Mood, James R. Morrow, M. McQueen","doi":"10.4324/9781351211062-1","DOIUrl":"https://doi.org/10.4324/9781351211062-1","url":null,"abstract":"","PeriodicalId":424691,"journal":{"name":"Introduction to Statistics in Human Performance","volume":"134 4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-07-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"120995633","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Factorial ANOVA 析因方差分析
Introduction to Statistics in Human Performance Pub Date : 2019-07-10 DOI: 10.4324/9781351211062-12
D. Mood, James R. Morrow, M. McQueen
{"title":"Factorial ANOVA","authors":"D. Mood, James R. Morrow, M. McQueen","doi":"10.4324/9781351211062-12","DOIUrl":"https://doi.org/10.4324/9781351211062-12","url":null,"abstract":"","PeriodicalId":424691,"journal":{"name":"Introduction to Statistics in Human Performance","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-07-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121720742","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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