Bayesian Inference on Complicated Data PDF Download

Are you looking for read ebook online? Search for your book and save it on your Kindle device, PC, phones or tablets. Download Bayesian Inference on Complicated Data PDF full book. Access full book title Bayesian Inference on Complicated Data by Niansheng Tang. Download full books in PDF and EPUB format.

Bayesian Inference on Complicated Data

Bayesian Inference on Complicated Data PDF Author: Niansheng Tang
Publisher: BoD – Books on Demand
ISBN: 1838803858
Category : Mathematics
Languages : en
Pages : 120

Book Description
Due to great applications in various fields, such as social science, biomedicine, genomics, and signal processing, and the improvement of computing ability, Bayesian inference has made substantial developments for analyzing complicated data. This book introduces key ideas of Bayesian sampling methods, Bayesian estimation, and selection of the prior. It is structured around topics on the impact of the choice of the prior on Bayesian statistics, some advances on Bayesian sampling methods, and Bayesian inference for complicated data including breast cancer data, cloud-based healthcare data, gene network data, and longitudinal data. This volume is designed for statisticians, engineers, doctors, and machine learning researchers.
➤