Mathematical statistics with applications in R / by Kandethody M. Ramachandran, Chris P. Tsokos.
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| Online Access: |
Access E-Book |
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| Access Note: | Access to electronic resources restricted to Simmons University students, faculty and staff. |
| Main Authors: | , |
| Format: | eBook |
| Language: | English |
| Published: |
Amsterdam :
Elsevier,
[2015]
|
| Edition: | Second edition. |
| Subjects: |
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.