Mathematical statistics with applications in R
著者
書誌事項
Mathematical statistics with applications in R
Academic Press , Elsevier, c2015
2nd ed
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注記
Includes bibliographical references
収録内容
- Descriptive statistics
- Basic concepts from probability theory
- Additional topics in probability
- Sampling distributions
- Statistical estimation
- Hypothesis testing
- Goodness-of-fit tests and applications
- Linear regression models
- Design of experiments
- Analysis of variance
- Bayesian estimation and inference
- Nonparametric tests
- Empirical methods
- Some issues in statistical applications: an overview
