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Madhuri G. Kulkarni
Home
Course Materials
Actuarial Statistics
Asymptotic Inference
Bayesian Inference
Asymptotic Inference Practical
Parametric Inference
Probability Distributions
Interesting Statistical Blogs
Madhuri G. Kulkarni
Home
Course Materials
Actuarial Statistics
Asymptotic Inference
Bayesian Inference
Asymptotic Inference Practical
Parametric Inference
Probability Distributions
Interesting Statistical Blogs
More
Home
Course Materials
Actuarial Statistics
Asymptotic Inference
Bayesian Inference
Asymptotic Inference Practical
Parametric Inference
Probability Distributions
Interesting Statistical Blogs
Bayesian Inference
Illustrations of Various Concepts from Bayesian Inference
Data Dominates
HPDCI Example
Prior Predicitve and Posterior Predicitve Distribution
Asymptotic Normality of Posterior Distribution
Histogram as Prior
Solutions to Some Problems from Bayesian Computation with R by Jim Albert
Problem of Rounded Data
Analysis of Bio-Assay Experiment
Books you should read if you want to learn Bayesian Inference
An Introduction to Bayesian Analysis Thoery and Methods
by J. K. Ghosh, Mohan Delampady and Tapas Samanta
Bayesian Data Analysis
by Andrew Gelman, John B. Carlin, Hal S. Stern, David B. Dunson, Aki Vehtari, Donald B. Rubin
The Bayesian Choice From Decision-Theoretic Foundations to Computational Implementation
by Christian P. Robert
Bayesian Computation with R
by Jim Albert
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