Probability and Decision Theory
Time: Monday/Wednesday, 3:30-4:45 pm
Location: YMCA 401
Instructor: Kenny Easwaran
Office: YMCA Building 314, 979-847-6128
Office Hours: Monday/Wednesday, 4:45-5:45, or by appointment.
Over the past century, a great number of philosophers (and psychologists, economics, computer scientists, and others) have become interested in using mathematical tools to help understand the concepts of epistemology. In this class we will learn the basics of using some of these tools (focusing on probability and decision theory, though with some mention also of epistemic logic), and discuss both the history of their use and current topics related to them. This will include why formal epistemologists have focused on a notion of belief that comes in degrees, the way that these graded beliefs and desires play a role in governing action, and the contrasting roles of truth, evidence, and practical success in guiding belief.
Students should have taken a logic class before, and should have some comfort with high school algebra, but all other mathematical material will be covered in the class.
Each week we will be reading and discussing some primary texts from the relatively recent philosophical literature, and drafts of a manuscript that I am writing. One thing that will be particularly helpful to me is if you can let me know any comments, questions, unclarities, typos, etc. that you find in reading my manuscripts! Some issues will be things I can fix quickly, while others will spark important and interesting class discussions that may lead me to rewrite relevant sections.
For disability accommodations, please contact Disability Services so they can let me know what sorts of accommodations are appropriate.
Remember, an Aggie does not lie, cheat, or steal, and does not tolerate those who do. For further information, see the Aggie Honor System Office.
Aug. 31, Sept. 2 - Belief comes in degrees
Sept. 7, 9 - Belief comes in degrees
For Sept. 2 - Bruno de Finetti, (1931, translation 1989) "Probabilism" (original Italian)
For Sept. 7 - Keith Frankish, (2009) "Partial Belief and Flat-Out Belief"
For Sept. 9 (class starts at 4 pm) - My draft of Chapter 1
Richard Jeffrey, (1970) "Dracula Meets Wolfman: Acceptance vs. Partial Belief"
Lina Eriksson and Alan Hájek, (2007) "What are Degrees of Belief?"
Sept. 14, 16 - Belief guides action
Sept. 21, 23 - Belief guides action
For Sept. 14 - Frank Ramsey, (1926) "Truth and Probability"
For Sept. 16 - David Christensen, (2001) "Preference-Based Arguments for Probabilism"
For Sept. 21 - Lara Buchak, (2013) "Risk and Tradeoffs"
For Sept. 23 - My draft of Chapter 2
Bruno de Finetti, (1937) "Foresight: Its Logical Laws, Its Subjective Sources" (esp. chapters 1, 2)
Donald Davidson, (1974) "Belief and the Basis of Meaning"
David Lewis, (1974) "Radical Interpretation"
David Christensen, (1996) "Dutch Book Arguments Depragmatized"
Lara Buchak, (2014) Risk and Rationality (esp. chapters 1, 2)
Kenny Easwaran, (2014) "Decision Theory without Representation Theorems"
Sept. 28, 30 - Belief aims at the truth
Oct. 5, 7 - Belief aims at the truth
For Sept. 28 - William James, (1896) "The Will to Believe" (here or here or here, e.g.)
For Sept. 30 - James Joyce, (1998) "A Non-Pragmatic Vindication of Probabilism" (focus on the first half)
For Oct. 5 - Hilary Greaves, (2013) "Epistemic Decision Theory"
For Oct. 7 - My draft of Chapter 3
William Clifford, (1877) "The Ethics of Belief"
Kenny Easwaran and Branden Fitelson, (2012) "An 'Evidentialist' Worry about Joyce's Argument for Probabilism"
Richard Pettigrew, (2013) "Accuracy and Evidence"
Michael Caie, (2013) "Rational Probabilistic Incoherence"
Kenny Easwaran, (2015) "Dr. Truthlove, or: How I Learned to Stop Worrying and Love Bayesian Probabilities"
Kenny Easwaran and Branden Fitelson, (2015) "Accuracy, Coherence, and Evidence"
Richard Pettigrew, (forthcoming) "An Improper Introduction to Epistemic Utility Theory" (https://link.springer.com/chapter/10.1007/978-94-007-2404-4_25)
Ben Levinstein and Jason Konek, (forthcoming) "The Foundations of Epistemic Decision Theory"
Oct. 12, 14 - Degrees are numerical
Oct. 19, 21, 26 - Degrees are numerical
For Oct. 12 - Maya Eddon, (2013) "Quantitative Properties"
For Oct. 14, 19 - Luce, Krantz, Suppes, Tversky, (1971) Theory of Measurement, Chapter 1
This is very technical material - we will go over it paragraph by paragraph in class
For Oct. 21 - Lyle Zynda, (2000) "Representation Theorems and Realism about Degrees of Belief"
For Oct. 26 - My draft of Chapter 4
The Leibniz/Clarke Correspondence (1715) - translation
Sections 2.5, 2.6 (pp. 76-98) of Fred Roberts, (1985) Measurement Theory.
John Bigelow and Robert Pargetter, (1988) "Quantities"
Chris Meacham and Jonathan Weisberg, (2011) "Representation Theorems and the Foundations of Decision Theory"
Oct. 28 - Zero isn't nothing
For Oct. 28 - My draft of Chapter 5
Kenny Easwaran, (2014) "Regularity and Hyperreal Credences"
(Nov. 2, 4 - I will be out of town)
Nov. 9, 11 - Belief over time
For Nov. 9 - David Christensen (1991) "Clever Bookies and Coherent Beliefs"
For Nov. 11 - Bas van Fraassen, (1995) "Belief and the Problem of Ulysses and the Sirens"
For Nov. 16 - my draft of Chapter 6
Paul Teller, (1973) "Conditionalization and Observation"
Bas van Fraassen, (1984) "Belief and the Will"
Hilary Greaves and David Wallace, (2006) "Justifying Conditionalization: Conditionalization Maximizes Expected Epistemic Utility"
Sarah Moss, (2015) "Time Slice Epistemology and Action Under Indeterminacy"
Nov. 18 - Norms and Idealization
For Nov. 18 - Ian Hacking, (1967) "Slightly More Realistic Personal Probabilities"
For Nov. 23 - my draft of Chapter 7
Nov. 30, Dec. 2 - Responding to errors
For Nov. 30 - Miriam Schoenfield, (2014) "Permission to Believe: Why Permissivism Is True and What It Tells Us About Irrelevant Influences on Belief"
For Dec. 2 - Nicholas Tebben, (2013) "Peer Disagreement and the Limits of Coherent Error Attribution"
For Dec. 9 - my draft of Chapter 8