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Category: Mathematics  Bayesian Statistics for the Social Sciences (Methodology in the Social Sciences) free ebook download

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Author(s): David Kaplan Date: 2024 Format: pdf Language: English ISBN/ASIN: 1462553540   Pages: 250 OCR: Quality: ISBN13:   Uploader: alex21s Upload Date: 10/26/2023 6:53:08 PM       To download click on link in the Links Table below                                                                        Description: Click to see full description The second edition of this practical book equips social science researchers to apply the latest Bayesian methodologies to their data analysis problems. It includes new chapters on model uncertainty, Bayesian variable selection and sparsity, and Bayesian workflow for statistical modeling. Clearly explaining frequentist and epistemic probability and prior distributions, the second edition emphasizes use of the open-source RStan software package. The text covers Hamiltonian Monte Carlo, Bayesian linear regression and generalized linear models, model evaluation and comparison, multilevel modeling, models for continuous and categorical latent variables, missing data, and more. Concepts are fully illustrated with worked-through examples from large-scale educational and social science databases, such as the Program for International Student Assessment and the Early Childhood Longitudinal Study. Annotated RStan code appears in screened boxes the companion website ( Read more Links Table     Title Link Password Size (MB) Thank to Inform Admin 3207885 Book https://nitroflare.com/view/B3F3C380903C...   0.00 alex21s Tags: Bayesian Methodology Sciences Sciences Social Social Statistics Title Link Password Size Reason Dead link New format   Those who downloaded this book also downloaded the following books: Comments New comment:

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