Mathematical statistics with applications in R [E-Book] / by Kandethody M. Ramachandran, Chris P. Tsokos.
Ramachandran, K. M., (author)
Tsokos, Chris P., (author)
Second edition.
Amsterdam : Elsevier, [2015]
1 online resource (xxiii, 800 pages), illustrations
englisch
9780124171329
9780124171138
Full Text
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.