Working out NBA playoff matchups?

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  • Degenerate
    SBR High Roller
    • 06-25-07
    • 159

    #1
    Working out NBA playoff matchups?
    I want to work out seedings & potential matchups for the NBA playoffs, using an estimate of how many wins i think each team will get, does anyone know of anyway to be able to do this?

    I have been trying to use binomdist function in excel to do this, but can't figure out how to put it all together

    These are my win estimates for the East (They probably aren't that good)

    Boston 63.47
    Detroit 59.4849
    Orlando 52.3134
    Toronto 47.0697
    Cleveland 46.6865
    Washington 38.536
    Atlanta 37.0533
    Philadelphia 35.2909
    Indiana 34.1956
    New Jersey 34.3223
    Chicago 32.7354
    Milwaukee 31.5777
    Charlotte 27.3574
    New York 26.6976
    Miami 15.8829



    Any help would be appreciated
  • pat venditto
    SBR Posting Legend
    • 05-07-07
    • 14347

    #2
    cut everyone off accept the top 4 there. cleveland has no shot
    Comment
    • Data
      SBR MVP
      • 11-27-07
      • 2236

      #3
      Here is a formula that gives a good estimate:
      SeasonWins%=0.5+2.7*(OffensiveEfficiency-DefensiveEfficiency)

      Or, you can just use these estimates:
      Comment
      • Ganchrow
        SBR Hall of Famer
        • 08-28-05
        • 5011

        #4
        Originally posted by Degenerate
        I want to work out seedings & potential matchups for the NBA playoffs, using an estimate of how many wins i think each team will get, does anyone know of anyway to be able to do this?

        -snip-
        The quickest, easiest method is probably just to run some Monte Carlo simulations and use outcome frequency to estimate probability. I posted a basic Monte Carlo simulator written in Perl about a week ago which could be repurposed for your needs.

        You will need to decide exactly what you're looking to estimate (for example, is it the probability of team A finishing as the nth seed or the joint probability of teams A-H finishing as the 1-8 seeds, respectively?) You'll also need to determine to what extent you're willing to make simplifying assumptions to speed up the simulations process. For example, would you be comfortable assuming a single season-wide win probability for each team or do you want to specify multiple win probabilities for each team based on (say) home/away status, or perhaps even more complicated criteria?
        Comment
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