Lecture Notes on Statistical Theory
Undergraduate notes by Ryan Martin on estimation, likelihood, hypothesis testing, and Bayesian statistics, with some R examples.
- from
- Math
- added
- 2026-10-10
- likes
- 0
similar
-
An Introduction to Statistical Learning, with Applications in R www-bcf.usc.edu
-
Theory of Statistics mason.gmu.edu
Advanced, actively revised text by James E. Gentle on probability, statistical models, estimation, testing, and asymptotic theory.
-
Bayesian Statistics Made Simple greenteapress.com
-
Statistical Machine Learning Course stat.cmu.edu
-
Introduction to Probability and Statistics Using R atmos.albany.edu
The book can be subdivided into three basic parts. The first part includes the introductions and elementary descriptive statistics; I want the students to be knee-deep in data right out of the gate. The second part is the study of probability, which begins at the basics of sets…
-
Lectures on Statistics archive.math.arizona.edu
Free text by William G. Faris covering inference, Bayesian methods, regression, principal components, and linear models.
Math › Probability and Statistics > Statistics: “Undergraduate notes by Ryan Martin on estimation, likelihood, hypothesis testing, and Bayesian statistics, with some R examples.”