Statistical techniques for the study of language and language behaviour:
Gespeichert in:
Bibliographische Detailangaben
1. Verfasser: Rietveld, Toni 1949- (VerfasserIn)
Format: Elektronisch E-Book
Sprache:English
Veröffentlicht: Berlin Mouton de Gruyter 1993
Schlagworte:
Online-Zugang:FAW01
FAW02
Beschreibung:Master and use copy. Digital master created according to Benchmark for Faithful Digital Reproductions of Monographs and Serials, Version 1. Digital Library Federation, December 2002
Includes bibliographical references and index
""Acknowledgements""; ""Permission of reproduction""; ""1 Statistics and the study of language behaviour""; ""1.1 The structure of the book""; ""1.2 Basic statistical concepts""; ""1.3 A few preliminary remarks""; ""1.4 Other techniques""; ""1.5 Language statistics""; ""2 Analysis of variance""; ""2.1 Introduction""; ""2.2 A simple example""; ""2.3 One-way analysis of variance""; ""2.4 Testing effects: the F distribution""; ""2.5 Multi-factorial designs and interaction""; ""2.6 Random and fixed factors""; ""2.7 Testing effects in a two-factor design""
""2.8 The interpretation of interactions""""2.9 Summary of the procedure""; ""2.10 Other design types""; ""2.11 A hierarchical three-factor design""; ""2.12 Simple main effects""; ""2.13 Post hoc comparisons and contrasts""; ""2.14 Strength of association""; ""2.15 Strange F ratios: testing hypotheses made difficult""; ""2.16 Pooling and unequal cell frequencies""; ""2.17 Overview of the steps in an analysis of variance""; ""3 Multiple regression""; ""3.1 Introduction""; ""3.2 Simple regression""; ""3.3 Tests of significance""; ""3.4 Two independent variables""; ""3.5 Selecting a model""
""3.6 Multicollinearity""""3.7 Coding nominal independent variables""; ""3.8 Comparing regression lines""; ""3.9 Measurement and specification errors""; ""4 More ANOVA and MR: assumptions and alternatives""; ""4.1 Introduction""; ""4.2 Assumptions in analysis of variance""; ""4.3 Homoscedasticity""; ""4.4 The impact of transformations""; ""4.5 Unbalanced designs: unequal cell frequencies""; ""4.6 Repeated measures and MANOVA""; ""4.7 A nonparametric alternative: randomization tests""; ""4.8 Bootstrapping""; ""4.9 Assumptions in linear multiple regression""; ""4.10 Plots and diagnostics""
""4.11 Outliers and influential observations""""4.12 Linearizing transformations""; ""4.13 Time series analysis""; ""4.14 Alternative regression techniques""; ""5 Reliability and agreement among raters""; ""5.1 Introduction""; ""5.2 Reliability: true scores and the error component""; ""5.3 Interrater reliability""; ""5.4 Interrater agreement""; ""5.5 Intrarater reliability and agreement""; ""6 Introductory matrix algebra""; ""6.1 Introduction""; ""6.2 Matrices and vectors""; ""6.3 Matrix operations""; ""6.4 Three applications""; ""6.5 Some special matrices""
""6.6 Some key concepts in matrix algebra""""6.7 Some matrix operations for statistical data""; ""7 Factor analysis""; ""7.1 Introduction""; ""7.2 Dimensionality reduction""; ""7.3 Axis rotation and linear tranformation""; ""7.4 Criteria for dimensionality reduction""; ""7.5 The role of eigenvalues in principal component analysis""; ""7.6 Loadings""; ""7.7 A PC analysis with SPSS: the two-variable example""; ""7.8 Principal component analysis or factor analysis?""; ""7.9 How many factors/components are to be retained?""; ""7.10 Which factor loadings are significant?""; ""7.11 Data problems""
Beschreibung:xi, 400 pages
ISBN:9783110871609
3110871602
3110136635
9783110136630

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