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Your statistical consultant : answers to your data analysis questions

저자: Rae R Newton; Kjell Erik Rudestam
출판사: Thousand Oaks : SAGE Publications, ©2013.
판/형식:   도서 : 영어 : 2nd ed모든 판과 형식 보기
데이터베이스:WorldCat
요약:

Your Statistical Consultant is an authentic alternative resource for describing, explaining, and making recommendations regarding thorny or confusing statistical issues.

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문서 형식:
모든 저자 / 참여자: Rae R Newton; Kjell Erik Rudestam
ISBN: 9781412997591 1412997593
OCLC 번호: 795504386
설명: xxii, 356 pages : illustrations ; 24 cm
내용: Part I. Data collection and exploration --
ch. 1. Getting started with statistical analysis : where do I obtain data, and how do I prepare data for statistical analysis? --
ch. 2. How do I examine data prior to analysis? --
Part II. The logic of statistical analysis : issues regarding the nature of statistics and statistical tests --
ch. 3. Traditional approaches to statistical analysis and the logic of statistical inference --
ch. 4. Rethinking traditional paradigms : power, effect size, and hypothesis-testing alternatives --
ch. 5. What are the assumptions of statistical testing? --
ch. 6. An introduction to statistical models : explaining relationship patterns --
ch. 7. How do I select the appropriate statistical test? --
Part III. Issues related to variables and their distributions --
ch. 8. How do I deal with missing values, outliers, and non-normality? --
ch. 9. Types of variables and their treatment in statistical analysis --
Part IV. Understanding the big two : major questions about analysis of variance and regression analysis --
ch. 10. Questions about analysis of variance --
ch. 11. Questions about multiple regression analysis --
ch. 12. The bigger picture.
책임: Rae R. Newton, Kjell Erik Rudestam.

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This book is valuable for its interpretation of alternative approaches to traditional statistical inferences... The second edition is noticeably updated and clearly replaces the earlier 1999 더 읽기…

 
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