Computer Intensive Methods in Statistics by Silvelyn Zwanzig; Behrang MahjaniCall Number: CRC Press e-book
ISBN: 9780429510946
Publication Date: 2019
This textbook gives an overview of statistical methods that have been developed during the last years due to increasing computer use, including random number generators, Monte Carlo methods, Markov Chain Monte Carlo (MCMC) methods, Bootstrap, EM algorithms, SIMEX, variable selection, density estimators, kernel estimators, orthogonal and local polynomial estimators, wavelet estimators, splines, and model assessment.