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Bayesian Social Science Statistics

by Jeff Gill , Le Bao
Save 17% Save 17%
Current price ₹6,992.00
Original price ₹8,391.00
Original price ₹8,391.00
Original price ₹8,391.00
(-17%)
₹6,992.00
Current price ₹6,992.00

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Book cover type: Hardcover
  • ISBN13: 9781009598446
  • Binding: Hardcover
  • Subject: N/A
  • Publisher: Cambridge University Press
  • Publisher Imprint: Cambridge University Press
  • Publication Date:
  • Pages: 116
  • Original Price: GBP 55.0
  • Language: English
  • Edition: N/A
  • Item Weight: 327 grams
  • BISAC Subject(s): History & Theory

This Element introduces the basics of Bayesian regression modeling using modern computational tools. This Element only assumes that the reader has taken a basic statistics course and has seen Bayesian inference at the introductory level of Gill and Bao (2024). Some matrix algebra knowledge is assumed but the authors walk carefully through the necessary structures at the start of this Element. At the end of the process readers will fully understand how Bayesian regression models are developed and estimated, including linear and nonlinear versions. The sections cover theoretical principles and real-world applications in order to provide motivation and intuition. Because Bayesian methods are intricately tied to software, code in R and Python is provided throughout.

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