Statistics in a nutshell /
An introduction to statistics that covers the concepts of measurement and probability theory, correlation, inferential techniques, and statistical analysis.
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| Main Author: | |
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| Format: | Book |
| Language: | English |
| Published: |
Sebastopol, CA :
O'Reilly Media, Inc.,
[2012]
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| Edition: | Second edition. |
| Series: | In a nutshell (O'Reilly & Associates)
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| Subjects: |
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.