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portada Bayesian Inference on Complicated Data
Type
Physical Book
Publisher
Language
English
Pages
120
Format
Hardcover
Dimensions
24.4x17x0.8 cm
Weight
0.39 kg.
ISBN13
9781838803858

Bayesian Inference on Complicated Data

Tang, Niansheng (Author) · Intechopen · Hardcover

Bayesian Inference on Complicated Data - Tang, Niansheng

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Synopsis "Bayesian Inference on Complicated Data"

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.

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The book is written in English.
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