Bayesian Econometric Modelling for Big Data (Chapman and Hall/CRC Series on Statistics in Business and Economics)

by Hang Qian

This book delves into scalable Bayesian statistical methods designed to tackle the challenges posed by big data. It explores a variety of divide-and-conquer and subsampling techniques, seamlessly integrating these scalable methods into a broad spectrum of econometric models.

In addition to its focus on big data, the book introduces novel concepts within traditional statistics, such as the summation, subtraction, and multiplication of conjugate...

• Format: Hardcover
• Language: English
• ISBN: 1032915250
• ISBN13: 9781032915258
• Release Date: May 2025
• Publisher: Chapman and Hall/CRC
• Length: 488 Pages