Statistical Concepts: A Second Course for Education and the Behavioral Sciences - Couverture rigide

Lomax, Richard G.

Couverture rigide

ISBN 10 : 0801302382 ISBN 13 : 9780801302381

Editeur : Longman Pub Group, 1992

Synopsis

Book by Lomax Richard G

A propos du livre

Présentation de l'éditeur

Statistical Concepts, 3/e consists of the last 8 chapters of Richard Lomax’s best selling text, An Introduction to Statistical Concepts, 2/e. Designed for a second course in statistics, Lomax’s comprehensive and flexible coverage allows instructors to pick and choose those topics most appropriate for their course. It includes topics not found in competing texts such as the non-parametric and modern alternative procedures and advanced analysis of variance (ANOVA) and regression models. Its intuitive approach helps students more easily understand the concepts and interpret software results. Throughout the text, the author demonstrates how many statistical concepts relate to one another. Only the most crucial equations are included.

The new edition features:

• SPSS sections throughout with input, output, and APA style write-ups using the book’s dataset
• a CD with every example and problem dataset used in the text in SPSS format
• more information on confidence intervals, effect size measures, power, and regression models
• a revised sequence of the regression and ANOVA chapters for enhanced conceptual flow
• de-emphasized computations to provide more discussion of concepts and software
• more problems with more realistic data and a greater emphasis on interpretation
• an Instructor’s Resource CD with all of the solutions to the problems and other teaching aids.

Statistical Concepts, 3/e covers a number of ANOVA and regression models: one-factor; multiple comparison; factorial; ANCOVA; random- and mixed-effect; hierarchical and randomized blocks; and simple and multiple regression. Realistic examples from education and the behavioral sciences illustrate the concepts. Each example includes an examination of the various procedures and necessary assumptions, tips on developing an APA style write-up, and sample SPSS output. Useful tables of assumptions and the effects of their violation are included, along with how to test assumptions in SPSS. Each chapter concludes with conceptual and computational problems, about a third of which are new to this edition. Answers to the odd-numbered problems are provided.

Intended for the second or intermediate course in statistics taught in education and/or behavioral science departments usually found at the master’s or doctoral level and occasionally at the undergraduate level. A prerequisite of descriptive statistics through t-tests is assumed.

Présentation de l'éditeur

Richard Lomax provides a conceptual, intuitive approach to the subject that requires only a rudimentary knowledge of basic algebra. Concepts are clearly stated and supported by real-life examples. Statistical Concepts features comprehensive coverage in a flexible format so instructors can pick and choose topics. It features topics not traditionally found in other textbooks, such as the layout of the data in ANOVA models, the ANOVA linear models, expected mean squares in ANOVA models, and stepwise regression. The book features a thorough and current discussion of assumptions, the effects of their violations, and how to deal with their violation.

This text is designed for a second or intermediate course in statistics for students in education and the behavioral sciences. It includes a number of regression and analysis of variance models, all subsumed under the general linear model (GLM). A prerequisite of introductory statistics (descriptive statistics through t-tests) is assumed.

Détails de l'édition

• Éditeur: Longman Pub Group
• Date d'édition: 1992
• ISBN 10: 0801302382
• ISBN 13: 9780801302381
• Reliure: Relié
• Langue: anglais