Applied statistics : from bivariate through multivariate techniques / Rebecca M. Warner.
نوع المادة : نصالناشر:Thousand Oaks, Calif. : SAGE Publications, [2013]تاريخ حقوق النشر: ©2013الطبعات:2nd edوصف:xxxiii, 1172 pages : illustrations ; 26 cmنوع المحتوى:- text
- unmediated
- volume
- 9781412991346
- 141299134X
- HA31.35 .W37 2013
نوع المادة | المكتبة الحالية | رقم الطلب | رقم النسخة | حالة | تاريخ الإستحقاق | الباركود | |
---|---|---|---|---|---|---|---|
كتاب | UAE Federation Library | مكتبة اتحاد الإمارات General Collection | المجموعات العامة | HA31.35 .W37 2013 (إستعراض الرف(يفتح أدناه)) | C.1 | Library Use Only | داخل المكتبة فقط | 30020000022172 | ||
كتاب | UAE Federation Library | مكتبة اتحاد الإمارات General Collection | المجموعات العامة | HA31.35 .W37 2013 (إستعراض الرف(يفتح أدناه)) | C.2 | المتاح | 30020000022171 |
Includes bibliographical references and index.
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.
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.