Go to Main Content

Purdue Self-Service

 

HELP | EXIT

Textbook Information

  

Transparent Image
The following is a list of required and optional materials for this course. This information is subject to change.

Causal Inference-Adv Mach Lrng - 18104 - CS 59000 - Lecture

    OPTIONAL SUPPLEMENTAL MATERIAL: ISBN: 9781119186847 -- Causal Inference in Statistics
    Author: Judea Pearl,Madelyn Glymour,Nicholas P. Jewell
    Publisher: John Wiley and Sons
    Edition/Year:2016
    Notes: Recommended

    OPTIONAL SUPPLEMENTAL MATERIAL: ISBN: 9780521895606 -- Causality
    Author: Judea Pearl
    Publisher: Cambridge University Press
    Edition/Year:2009
    Notes: Strongly recommended

    OPTIONAL SUPPLEMENTAL MATERIAL: ISBN: 9780262013192 -- Probabilistic Graphical Models
    Author: Daphne Koller,Nir Friedman,Francis Bach
    Publisher: MIT Press
    Edition/Year:2009
    Notes: Recommended

    OPTIONAL SUPPLEMENTAL MATERIAL: ISBN: 9780262193986 -- Reinforcement Learning
    Author: Richard S. Sutton,Andrew G. Barto,Co-Director Autonomous Learning Laboratory Andrew G Barto,Francis Bach
    Publisher: MIT Press
    Edition/Year:1998
    Notes: Recommended

    OPTIONAL SUPPLEMENTAL MATERIAL: ISBN: 9780465097609 -- The Book of Why
    Author: Judea Pearl,Dana Mackenzie
    Publisher: Basic Books
    Edition/Year:2018
    Notes: Recommended



Transparent Image
Skip to top of page

Skip Textbook Information Links

[ Return to Previous ]

Having trouble? Self Help Knowledgebase | For assisted support: itap@purdue.edu or 765-494-4000
Purdue University is an equal access/equal opportunity university. If you have trouble accessing
this page because of a disability, please contact ITaP Customer Service at itap@purdue.edu.
Release: 8.7.1