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Bayesian methods for hackers : probabilistic programming and Bayesian inference / Cameron Davidson-Pilon.

By: Material type: TextTextPublisher: New Delhi : Pearson India, 2018Description: xvi, 226 pages : illustrations ; 24 cmContent type:
  • text
Media type:
  • unmediated
Carrier type:
  • volume
ISBN:
  • 9789353063641
Subject(s): DDC classification:
  • 006.3 23 D.C.B
LOC classification:
  • QA76.9.A25 D376 2016
Contents:
Chapter 1: The Philosophy of Bayesian Inference Chapter 2: A Little More on PyMC Chapter 3: Opening the Black Box of MCMC Chapter 4: The Greatest Theorem Never Told Chapter 5: Would You Rather Lose an Arm or a Leg? Chapter 6: Getting Our Priorities Straight Chapter 7: Bayesian A/B Testing
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Holdings
Item type Current library Collection Call number Copy number Status Date due Barcode
Books Books Main library A2 Computers & Information Technology ( Computer Science ) 006.3 D.C.B (Browse shelf(Opens below)) 1 Available 00015170

Includes index.

Chapter 1: The Philosophy of Bayesian Inference Chapter 2: A Little More on PyMC Chapter 3: Opening the Black Box of MCMC Chapter 4: The Greatest Theorem Never Told Chapter 5: Would You Rather Lose an Arm or a Leg? Chapter 6: Getting Our Priorities Straight Chapter 7: Bayesian A/B Testing

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