'Posterior predictive distribution' presentation slideshows

A Discussion of the Bayesian Approach

A Discussion of the Bayesian Approach. Reference: Chapter 1 and notes from Dr. David Madigan. Statistics. The subject of statistics concerns itself with using data to make inferences and predictions about the world

565 views • 39 slides

Preliminaries

Preliminaries. Multivariate normal model (section 3.6, Gelman ) For a multi-parameter vector y, multivariate normal distribution is where S is covariance matrix with size d, includes correlation betw i & j.

318 views • 19 slides

Classical regression review

Classical regression review. Important equations Functional form of the regression Regression coefficients Standard error Coefficient of determination Variance of coefficients Variance of regression Variance of prediction. Practice example. Example problem. % Data

243 views • 12 slides

Multiple Imputation using SOLAS for Missing Data Analysis

99 views • 9 slides