Mathematical statistics with applications in R / / by Kandethody M. Ramachandran, Chris P. Tsokos.
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| Place / Publishing House: | Amsterdam : : Elsevier,, [2015] 2015 |
| Year of Publication: | 2015 |
| Edition: | Second edition. |
| Language: | English |
| Online Access: | |
| Physical Description: | 1 online resource (xxiii, 800 pages) :; illustrations |
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Table of Contents:
- 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.