Another "Oops" moment [link]

10 fortyeridania 04 October 2011 10:59AM

http://www.thebigquestions.com/2011/10/04/big-news/

Steven Landsburg notes that mathematician Edward Nelson has retracted his claim that the axioms of Peano Arithmetic are inconsistent.

The bit Landsburg cites indicates that the retraction was cordial and drama-free, the way a retraction should be--even a retraction of a claim as momentous as this one.

Now, is this kind of event more common in math than in other fields? Is it more common now than before? (Landsburg seems to attribute it in part to the existence of the Internet.) Your thoughts?

Religion, happiness, and Bayes

3 fortyeridania 04 October 2011 10:21AM

Religion apparently makes people happier. Is that evidence for the truth of religion, or against it?

(Of course, it matters which religion we're talking about, but let's just stick with theism generally.)

My initial inclination was to interpret this as evidence against theism, in the sense that it weakens the evidence for theism. Here's why:

  1. As all Bayesians know, a piece of information F is evidence for an hypothesis H to the degree that F depends on H. If F can happen just as easily without H as with it, then F is not evidence for H. The more likely we are to find F in a world without H, the weaker F is as evidence for H.
  2. Here, F is "Theism makes people happier." H is "Theism is true."
  3. The fact of widespread theism is evidence for H. The strength of this evidence depends on how likely such belief would be if H were false.
  4. As people are more likely to do something if it makes them happy, people are more likely to be theists given F.
  5. Thus F opens up a way for people to be theists even if H is false.
  6. It therefore weakens the evidence of widespread theism for the truth of H.
  7. Therefore, F should decrease one's confidence in H, i.e., it is evidence against H.

We could also put this in mathematical terms, where F represents an increase in the prior probability of our encountering the evidence. Since that prior is a denominator in Bayes' equation, a bigger one means a smaller posterior probability--in other words, weaker evidence.

OK, so that was my first thought.

But then I had second thoughts: Perhaps the evidence points the other way? If we reframe the finding as "Atheism causes unhappiness," or posit that contrarians (such as atheists) are dispositionally unhappy, does that change the sign of the evidence?

Obviously, I am confused. What's going on here?

Akrasia as a collective action problem

4 fortyeridania 07 December 2010 03:44PM

Related to: Self-empathy as a source of "willpower" and some comments.

It has been mentioned before that akrasia might be modeled as the result of inner conflict. I think this analogy is great, and would like to propose a refinement.1

Here's the mental conflict theory of akrasia, as I understand it:

Though Maud appears to external observers (such as us) be a single self, she is in fact a kind of team. Maud's mind is composed of sub-agents, each of whom would like to pursue its own interests. Maybe when Maud goes to bed, she sets the alarm for 6 AM. When it buzzes the next morning, she hits the snooze...again and again and again. To explain this odd behavior, we invoke the idea that BedtimeMaud is not the same person as MorningMaud. In particular, BedtimeMaud is a person who likes to get up early, while MorningMaud is that bully BedtimeMaud's poor victim.The point is that the various decisionmakers that inhabit her brain are not always after the same ball. The subagents that compose the mind might not be mutually antagonistic; they're just not very empathetic to each other.

I like to think of this situation as a collective action problem akin to those we find in political science and economics. What we have is a misalignment of costs and benefits. If Maud rises at 6, then MorningMaud bears the whole cost of this decision, while a different Maud, or set of Mauds, enjoys the benefits. The costs are concentrated in MorningMaud's lap, while the benefits are dispersed among many Mauds throughout the day. Thus Maud sleeps in.

Put differently, MorningMaud's behavior produces a negative externality: she enjoys the whole benefit of sleeping in, but the rest of the day's Mauds bear the costs.

So, how can we get MorningMaud to lie in the bed she makes, as it were, and get a more efficient outcome?

We can:

  • Legislate. Maud tirelessly tells herself to be less lazy and exerts willpower to get the job done. This is analogous to direct, blanket government action (such as banning coal) in response to a negative externality (such as once-verdant, now barren hillsides). But it's expensive, and it doesn't always work.
  • Negotiate. Maud rewards herself when she gets up on time by taking a hot shower right away or eating a nice breakfast (the latter has a cost borne by MoneyMaud); or she allows herself to sleep in once a week. If MorningMaud follows through, then this one's a winner. Maybe this is analogous to Coasian bargaining?
  • Deputize. Maud enlists her friend Traci to hold her feet to the fire. Or she signs up on Stikk, Egonomics, or some similar site.

The analogy's not perfect. (I can't see a way to fit in Pigovian taxes .)

But is it a fruitful analogy? Is it more than just renaming the key terms of the subagent theory--could one use welfare economics to improve one's own dynamic consistency?

1I got this idea partly from a slip, possibly Freudian (I think I said "externality" instead of "akrasia"), and partly from this page on the Egonomics website.

Does cognitive therapy encourage bias?

11 fortyeridania 22 November 2010 11:31AM
Summary: Cognitive therapy may encourage motivated cognition. My main source for this post is Judith Beck's Cognitive Therapy: Basics and Beyond

"Cognitive behavioral therapy" (CBT) is a catch-all term for a variety of therapeutic practices and theories. Among other things, it aims to teach patients to modify their own beliefs. The rationale seems to be this:

(1) Affect, behavior, and cognition are interrelated such that changes in one of the three will lead to changes in the other two. 

(2) Affective problems, such as depression, can thus be addressed in a roundabout fashion: modifying the beliefs from which the undesired feelings stem.

So far, so good. And how does one modify destructive beliefs? CBT offers many techniques.

Alas, included among them seems to be motivated skepticism. For example, consider a depressed college student. She and her therapist decide that one of her bad beliefs is "I'm inadequate." They want to replace that bad one with a more positive one, namely, "I'm adequate in most ways (but I'm only human, too)." Their method is to do a worksheet comparing evidence for and against the old, negative belief. Listen to their dialog:

[Therapist]: What evidence do you have that you're inadequate?

[Patient]: Well, I didn't understand a concept my economics professor presented in class today.

T: Okay, write that down on the right side, then put a big "BUT" next to it...Now, let's see if there could be another explanation for why you might not have understood the concept other than that you're inadequate.

P: Well, it was the first time she talked about it. And it wasn't in the readings.

Thus the bad belief is treated with suspicion. What's wrong with that? Well, see what they do about evidence against her inadequacy:

 T: Okay, let's try the left side now. What evidence do you have from today that you are adequate at many things? I'll warn you, this can be hard if your screen is operating.

P: Well, I worked on my literature paper.

T: Good. Write that down. What else?

(pp. 179-180; ellipsis and emphasis both in the original)

When they encounter evidence for the patient's bad belief, they investigate further, looking for ways to avoid inferring that she is inadequate. However, when they find evidence against the bad belief, they just chalk it up.

This is not how one should approach evidence...assuming one wants correct beliefs.

So why does Beck advocate this approach? Here are some possible reasons.

A. If beliefs are keeping you depressed, maybe you should fight them even at the cost of a little correctness (and of the increased habituation to motivated cognition).

B. Depressed patients are already predisposed to find the downside of any given event. They don't need help doubting themselves. Therefore, therapists' encouraging them to seek alternative explanations for negative events doesn't skew their beliefs. On the contrary, it helps to bring the depressed patients' beliefs back into correspondence with reality.

C. Strictly speaking, this motivated cognition does not lead to false beliefs because beliefs of the form "I'm inadequate," along with its more helpful replacement, are not truth-apt. They can't be true or false. After all, what experiences do they induce believers to anticipate? (If this were the rationale, then what would the sense of the term "evidence" be in this context?)

What do you guys think? Is this common to other CBT authors as well? I've only read two other books in this vein (Albert Ellis and Robert A. Harper's A Guide to Rational Living and Jacqueline Persons' Cognitive Therapy in Practice: A Case Formulation Approach) and I can't recall either one explicitly doing this, but I may have missed it. I do remember that Ellis and Harper seemed to conflate instrumental and epistemic rationality.

Edit: Thanks a lot to Vaniver for the help on link formatting.

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