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Your Statistical Consultant: Answers to Your Data Analysis Questions
Abstract
PART ONE: GETTING STARTED WITH STATISTICAL ANALYSIS How Do I Prepare Data for Statistical Analysis? How Do I Examine Data Prior to Analysis? PART TWO: THE LOGIC OF STATISTICAL ANALYSIS: ISSUES REGARDING THE NATURE OF STATISTICS AND STATISTICAL TESTS Traditional Approaches to Statistical Analysis and the Logic of Statistical Inference Rethinking Traditional Paradigms Power, Effect Size and Hypothesis Testing Alternatives What Are the Assumptions of Statistical Testing? How Do I Select the Appropriate Statistical Test? PART THREE: ISSUES RELATED TO VARIABLES AND THEIR DISTRIBUTIONS How Do I Deal with Non-Normality, Missing Values and Outliers? Types of Variables and Their Treatment in Statistical Analysis PART FOUR: UNDERSTANDING THE BIG TWO: MAJOR QUESTIONS ABOUT ANALYSIS OF VARIANCE AND REGRESSION ANALYSIS Questions about Analysis of Variance Questions about Multiple Regression Analysis The Bigger Picture
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Cited by
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Bayer, J. K., Sanson, A. V., & Hemphill, S. A. (2006) · Journal of Applied Developmental Psychology · doi:10.1016/j.appdev.2006.08.002 · Cited by 385
Huang, W.-H., Huang, W.-Y., & Tschopp, J. (2010) · Computers & Education · doi:10.1016/j.compedu.2010.03.011 · Cited by 253
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Metadata
- Authors
- Newton, R. R., & Rudestam, K. E.
- Venue
- SAGE Publications Ltd eBooks
- Publisher
- SAGE Publications, Ltd
- Published
- 2013
- OpenAlex
- W1525278469
- Cited by
- 304
- References
- 0
- FWCI
- 5.59
- Type
- book
- Language
- en
- Open access
- closed
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