[PDF/Kindle] Statistical Rethinking: A Bayesian Course with Examples in R and STAN / Edition 2 by Richard McElreath
Statistical Rethinking: A Bayesian Course with Examples in R and STAN / Edition 2 by Richard McElreath
- Statistical Rethinking: A Bayesian Course with Examples in R and STAN / Edition 2
- Richard McElreath
- Page: 616
- Format: pdf, ePub, mobi, fb2
- ISBN: 9780367139919
- Publisher: Taylor & Francis
Free ebook download for android tablet Statistical Rethinking: A Bayesian Course with Examples in R and STAN / Edition 2 in English by Richard McElreath PDF FB2 RTF 9780367139919
Statistical Rethinking: A Bayesian Course with Examples in R and Stan builds readers’ knowledge of and confidence in statistical modeling. Reflecting the need for even minor programming in today’s model-based statistics, the book pushes readers to perform step-by-step calculations that are usually automated. This unique computational approach ensures that readers understand enough of the details to make reasonable choices and interpretations in their own modeling work. The text presents generalized linear multilevel models from a Bayesian perspective, relying on a simple logical interpretation of Bayesian probability and maximum entropy. It covers from the basics of regression to multilevel models. The author also discusses measurement error, missing data, and Gaussian process models for spatial and network autocorrelation. By using complete R code examples throughout, this book provides a practical foundation for performing statistical inference. Designed for both PhD students and seasoned professionals in the natural and social sciences, it prepares them for more advanced or specialized statistical modeling. Web Resource The book is accompanied by an R package (rethinking) that is available on the author’s website and GitHub. The two core functions (map and map2stan) of this package allow a variety of statistical models to be constructed from standard model formulas.
rmcelreath/stat_rethinking_2020: Statistical - GitHub
Statistical Rethinking: A Bayesian Course (with Code Examples in When: Wednesdays 3-4PM CET, starting 2 December 2020 (see full calendar at bottom). We'll use the 2nd edition of my book, Statistical Rethinking. Students can engage with the material using either the original R code examples or one of several
Statistical Rethinking A Bayesian Course With Examples In
2 minutes 12,178 views Lecture 10 of the Dec 2018 through March 2019 edition of , Statistical Rethinking: A Bayesian Course , with R and Stan. This lecture .
By Richard McElreath: Statistical Rethinking A Bayesian
Volume 85, Issue 2. Book Review. Statistical Rethinking: A Bayesian Course with Examples in R and Stan, McElreath, Richard CRC Press,
Statistical Rethinking: A Bayesian Course with Examples in R
Statistical Rethinking: A Bayesian Course with Examples in R and Stan builds readers' knowledge of and confidence in statistical modeling. Chapter 2 Small Worlds and Large Worlds. 19. Chapter Other editions - View all
Sell, Buy or Rent Statistical Rethinking: A Bayesian Course
Statistical Rethinking: A Bayesian Course with Examples in R and STAN Book details. ISBN-13: 9780367139919. ISBN-10: 036713991X. Edition: 2.
Statistical Rethinking: A Bayesian Course with Examples in R
Statistical Rethinking: A Bayesian Course with Examples in R and Stan builds readers' knowledge of and confidence in statistical modeling. Reflecting the need
Statistical Rethinking A Bayesian Course with Examples in R
COUPON: RENT Statistical Rethinking 2nd edition by McElreath eBook edition. A Bayesian Course with Examples in R and STAN. Statistical 2-day shipping.