{"product_id":"ming-t-tan-bayesian-missing-data-problems-9780367385309","title":"Bayesian Missing Data Problems","description":"This book presents solutions to missing data problems through explicit or noniterative sampling calculation of Bayesian posteriors, based on the inverse Bayes formulae. The authors focus on exact numerical solutions, a conditional sampling approach via data augmentation, and a noniterative sampling approach via EM-type algorithms. They describe Monte Carlo simulation, numerical techniques, and optimization methods. The book illustrates the methods with biostatistical models and real-world applications, including mixed effects and hierarchical models, nonresponse and contingency tables, and the constrained parameter problem reformulated as a missing data problem.","brand":"Chapman and Hall\/CRC","offers":[{"title":"Default Title","offer_id":54577408901462,"sku":null,"price":0.0,"currency_code":"EUR","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0925\/5829\/5382\/files\/product_image_9780367385309_1_cef1da34-32d3-4c1e-b556-ba3726491e30.jpg?v=1791107463","url":"https:\/\/www.momoxbooks.com\/de\/products\/ming-t-tan-bayesian-missing-data-problems-9780367385309","provider":"momox","version":"1.0","type":"link"}