- Sabyasachi Chatterjee (
*Introduction & Historical Remarks*) - Prajval Shastri (
*Challenges of Modern Empirical Astrophysics*) - Eric Feigelson(
*Overview of Astrostatistics*) - Rajeeva Karandikar (
*Laws of probability, Bayes' Theorem & the Central Limit Theorem*) - Eric Feigelson(
*Linear Regression Issues in Astronomy*) - Rajeeva Karandikar (
*(Correlation & Regression*) - Donald Richards (Used by Arup Bose:
*Estimation, Confidence Intervals & Tests of Hypotheses*) - Donald Richards (Used by Arup Bose:
*Maximum Likelihood Estimation, Cramer-Rao Inequality & Bayesian Information Criterion* - Thriyambakam Krishnan (
*EM Algorithm*) - Mohan Delampady (
*Bayesian Inference*) - Mohan Delampady & Thriyambakam Krishnan (
*Bayesian Inference: article in Resonance*) - Sushama Bendre (
*Non-parametric Statistics*) - Jogesh Babu (
*Resampling Methods, Bootstrap*) - Jogesh Babu (
*Astronomy Applications of Goodness of Fit*) - Thriyambakam Krishnan (
*Multivariate Ananlysis*) - Thriyambakam Krishnan (
*Cluster Ananlysis*)

List of Resources compiled by the Center for Astrostatistics, PennState (pdf)