| Document Type
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BL
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| Record Number
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845347
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| Main Entry
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Warner, Rebecca M.
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| Title & Author
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Applied statistics : : from bivariate through multivariate techniques /\ Rebecca M. Warner.
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| Edition Statement
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2 edition.
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| Publication Statement
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Thousand Oaks, California :: SAGE Publications,, [2013]
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, ©2013
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| Page. NO
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xxxiii, 1172 pages :: illustrations ;; 26 cm
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| ISBN
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141299134X
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: 9781412991346
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| Bibliographies/Indexes
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Includes bibliographical references (pages 1126-1133) and index.
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| Contents
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Review of basic concepts -- Basic statistics, sampling error, and confidence intervals -- Statistical significant testing -- Preliminary data screening -- Comparing group means using the independent samples t test -- One-way between-subjects analysis of variance -- Bivariate pearson correlation -- Alternative correlation coefficients -- Bivariate regression -- Adding a third variable: Preliminary exploratory analyses -- Multiple regression with two predictor variables -- Dummy predictor variables in multiple regression -- Factorial analysis of variance -- Multiple regression with more than two predictors -- Moderation: Tests for interaction in multiple regression -- Mediation -- Analysis of covariance -- Discriminant analysis -- Multivariate analysis of variance -- Principal components and factor analysis -- Reliability, validity, and multiple-item scales -- Analysis of repeated measures -- Binary logistic regression.
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| Abstract
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Applied statistics : from bivariate through multivariate techniques, Second Edition, provides a clear introduction to widely used topics in bivariate and multivariate statistics including multiple regression, discriminant analysis, MANOVA, factor analysis, and binary logistic refression. Author, Rebecca M Warner, uses an applied approach that does not require formal mathematics; equations are accompanied by verbal explanations, and students are asked to think about the meaning of the equation.
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| Subject
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Multivariate analysis.
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| Subject
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Psychology-- Statistical methods.
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Social sciences-- Statistical methods.
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Multivariate Analyse
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Multivariate analysis.
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Psychology-- Statistical methods.
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Social sciences-- Statistical methods.
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Sozialwissenschaften
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Statistik
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Multivariate Analysis.
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Psychology-- statistics numerical data.
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| Subject
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Social Sciences-- statistics numerical data.
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| Dewey Classification
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519.5/35
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| LC Classification
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HA31.35.W37 2013
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| NLM classification
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HA 31.35 W37 2013
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