Statistics in a nutshell
Need to learn statistics for your job? Want help passing a statistics course? Statistics in a Nutshell is a clear and concise introduction and reference for anyone new to the subject. Thoroughly revised and expanded, this edition helps you gain a solid understanding of statistics without the numbing...
Main Author: | |
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Format: | eBook |
Language: | English |
Published: |
Beijing
O'Reilly Media
2012
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Edition: | 2nd ed |
Series: | In a nutshell
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Subjects: | |
Online Access: | |
Collection: | O'Reilly - Collection details see MPG.ReNa |
Table of Contents:
- Basic concepts of measurement
- Probability
- Inferential statistics
- Descriptive statistics and graphic displays
- Categorical data
- The t-test
- The Person correlation coefficient
- Introduction to regression and ANOVA
- Factorial ANOVA and ANCOVA
- Multiple linear regression
- Logistic, multinomial, and polynomial regression
- Factor analysis, cluster analysis, and discriminant function analysis
- Nonparametric statistics
- Business and quality improvement statistics
- Medical and epidemiological statistics
- Educational and psychological statistics
- Data management
- Research design
- Communicating with statistics
- Critiquing statistics presented by others
- Includes bibliographical references and index