PHYS 651 Elements of Statistics and Probability
Laws of probability, random variables. Probability distributions, moments, generating functions. Binomial, Poisson, normal and other fundamental distributions. Sampling distributions (chi-squared, student-t, Fisher-F). Tests of significance, confidence intervals. Statistical inference. Bayesian methods. Decision theory. Point estimation, maximum likelihood. Correlation and regression (simple and multiple).