A Bayesian Approach to NBA Playoffs

Author: Q BitPublished: May 01, 2006 at 7:17 am 0 comments

A week into the NBA playoffs, I have my task cut out: separate the winners from whiners. I hope you understand I am in a difficult position and can't afford to take any chances - no more than the Houston Texans who passed up Reggie Bush (maybe it's odd, but my seventh instinct tells me this is the twenty-first century equivalent of Sam Bowie over MJ).

For help I turned to Reverend Thomas Bayes whose Theorem (take my word here) is key to the Bayesian inference model used to update beliefs in the light of new information (in form of evidence or observations).

Probably you noticed, the best teams took the weekend off: Kobe's buzzer beater setting the Suns, Spurs and Kings taking turns in trusting the rim more than ever - you name it.

Time to take an updated look at the future.

Pistons - Bucks (Prediction: 4-0 Pistons)
Currently: Pistons lead 2-1.
Now that the Bucks embarrassed them, expect the best team in the NBA to bounce back with vengeance. The new prediction is therefore 4-1 for Pistons. With all due respect to the Bucks there is only so much they are capable of.

Heat-Bulls (Prediction: 4-1 Heat)
Currently: series tied at 2-2.
I am an idiot - should have known better. With "Captain Kirk" Hinrich leading the way, these baby Bulls are booming with confidence. Time for Pat Riley to make serious adjustments - they have been exposed no less than a wardrobe malfunction. Yet, I don't see an upset happening.
Updated prediction: 4-3 Heat.

Cavaliers-Wizards (Prediction: Cavaliers 4-2)
Currently: series tied 2-2.
My prediction came with a warning: LeBron should not try to win this all by himself. Right now he has 21 assists against 25 turnovers!!. Mike Brown as a coach needs to be more assertive.
Updated prediction: Wizards 4-3.

Continued on the next page Page 1 — Page 2

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