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End of Season Simulator by BigBigRed

Discussion in 'Houston Rockets: Game Action & Roster Moves' started by ScriboErgoSum, Mar 30, 2009.

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  1. agentkirb87

    agentkirb87 Member

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    Its slightly more useful than if you had created a "What seed do you think the Rockets will finish with?" thread the same time as this simulator was created.

    This is one thing I hate. People think that because its a program its supposed to have some sort of special predictive powers. The program was created by a human and its based on basic probability theory.
     
  2. FFz

    FFz Member

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    How do u measure how accurate probability is?
     
  3. DaDakota

    DaDakota Balance wins
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    You measure all the outcomes and see if any were close.

    DD
     
  4. agentkirb87

    agentkirb87 Member

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    Yes they do. It calculates the probabilities you will meet a certain team in the first round, second round, etc. It calculates the odds that a team will be 1st seed, 2nd seed, etc. I don't think a human could do that to the degree of detail that this simulator has.

    And the thing is, the only possible flaw in the program is the formula that determines who is going to win each game. Because once you get past that formula its all math.

    W/e triple post, but I can't edit so sorry.
     
  5. agentkirb87

    agentkirb87 Member

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    We only have one outcome. We can't go back in time and replay the last two months of the season again.

    I've said this like 3 times, one outcome doesn't disprove a probability. You see proof of this every time a team gets upset. Houston has perhaps a 80% chance to beat Golden State, but just because they beat them in a single game, does that mean that the initial probability was wrong for that game?

    In Texas Hold'em, you can beat AA with 72 offsuit and it doesn't mean that pocket Aces aren't still going to be a 4 to 1 favorite to win before any cards are flipped.
     
  6. pppbigppp

    pppbigppp Member

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    Yeah, Morey can tell you more about it.
     
  7. BigBigRed

    BigBigRed Member

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    Latest NBA results used: Apr 12


    Western Conference Average Wins
    Code:
    Team       Wins
    ====       ====
    Lakers     64.8
    Nuggets    54.3
    Blazers    53.6
    Spurs      53.3
    Rockets    53.1
    Hornets    49.6
    Mavericks  49.4
    Jazz       48.1
    
    Western Conference Wins (Percent)
    Code:
    Team        47    48    49    50    51    52    53    54    55    56    57    58    59    60    61    62    63    64    65  
    ====       ===== ===== ===== ===== ===== ===== ===== ===== ===== ===== ===== ===== ===== ===== ===== ===== ===== ===== =====
    Lakers      0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0  22.7  77.3
    Nuggets     0.0   0.0   0.0   0.0   0.0   0.0   5.7  62.8  31.5   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0
    Blazers     0.0   0.0   0.0   0.0   0.0   3.6  37.6  58.8   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0
    Spurs       0.0   0.0   0.0   0.0   0.0  12.0  45.8  42.2   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0
    Rockets     0.0   0.0   0.0   0.0   0.0  16.8  51.5  31.7   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0
    Hornets     0.0   0.0  46.1  43.4  10.5   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0
    Mavericks   0.0   8.4  47.8  43.9   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0
    Jazz        8.4  71.3  20.2   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0
    
    Western Conference Placement (Percent)
    Code:
    Team       1st   2nd   3rd   4th   5th   6th   7th   8th   out
    ====      ===== ===== ===== ===== ===== ===== ===== ===== =====
    Lakers    100.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0
    Nuggets     0.0  74.5  20.4   2.6   2.5   0.0   0.0   0.0   0.0
    Blazers     0.0   3.6  23.4  52.1  21.0   0.0   0.0   0.0   0.0
    Spurs       0.0   0.2  38.2  19.6  41.9   0.0   0.0   0.0   0.0
    Rockets     0.0  21.8  18.0  25.7  34.6   0.0   0.0   0.0   0.0
    Hornets     0.0   0.0   0.0   0.0   0.0  74.6  21.2   4.2   0.0
    Mavericks   0.0   0.0   0.0   0.0   0.0  20.2  62.5  17.3   0.0
    Jazz        0.0   0.0   0.0   0.0   0.0   5.2  16.3  78.5   0.0
    
    Western Conference Division Title (Percent)
    Code:
    Team      Northwest Title Percent
    ====      ======================
    Nuggets    94.8
    Blazers     5.2
    Jazz        0.0
    
    Team      Pacific Title Percent
    ====      ======================
    Lakers    100.0
    
    Team      Southwest Title Percent
    ====      ======================
    Spurs      51.1
    Rockets    48.9
    Hornets     0.0
    Mavericks   0.0
    
    
    Western Conference Playoff Advancement (Percent)
    Code:
    Team       To 1st  To 2nd  To Conf To Fnls Champs
    ====       ======= ======= ======= ======= =======
    Lakers     100.0    86.5    67.7    55.5    24.2
    Nuggets    100.0    64.8    34.7    10.2     1.7
    Blazers    100.0    63.9    26.2    12.9     2.8
    Spurs      100.0    50.2    18.8     6.2     0.9
    Rockets    100.0    56.1    23.3     9.0     1.5
    Hornets    100.0    30.7    11.8     2.2     0.2
    Mavericks  100.0    28.7    10.3     1.8     0.2
    Jazz       100.0    19.1     7.0     2.2     0.3
    
    Eastern Conference Average Wins
    Code:
    Team       Wins
    ====       ====
    Cavaliers  66.6
    Celtics    61.6
    Magic      59.5
    Hawks      47.3
    Heat       43.0
    Bulls      41.1
    76ers      40.5
    Pistons    40.0
    
    Eastern Conference Wins (Percent)
    Code:
    Team        39    40    41    42    43    44    45    46    47    48    49    50    51    52    53    54    55    56    57    58    59    60    61    62    63    64    65    66    67  
    ====       ===== ===== ===== ===== ===== ===== ===== ===== ===== ===== ===== ===== ===== ===== ===== ===== ===== ===== ===== ===== ===== ===== ===== ===== ===== ===== ===== ===== =====
    Cavaliers   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   3.7  32.6  63.7
    Celtics     0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   2.0  36.5  61.5   0.0   0.0   0.0   0.0   0.0
    Magic       0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   5.1  38.5  56.4   0.0   0.0   0.0   0.0   0.0   0.0   0.0
    Hawks       0.0   0.0   0.0   0.0   0.0   0.0   0.0  11.7  45.0  43.3   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0
    Heat        0.0   0.0   0.0  24.1  54.6  21.4   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0
    Bulls       0.0  17.5  54.9  27.6   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0
    76ers       0.0  56.2  39.0   4.8   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0
    Pistons    25.0  52.8  22.1   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0
    
    Eastern Conference Placement (Percent)
    Code:
    Team       1st   2nd   3rd   4th   5th   6th   7th   8th   out
    ====      ===== ===== ===== ===== ===== ===== ===== ===== =====
    Cavaliers 100.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0
    Celtics     0.0 100.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0
    Magic       0.0   0.0 100.0   0.0   0.0   0.0   0.0   0.0   0.0
    Hawks       0.0   0.0   0.0 100.0   0.0   0.0   0.0   0.0   0.0
    Heat        0.0   0.0   0.0   0.0 100.0   0.0   0.0   0.0   0.0
    Bulls       0.0   0.0   0.0   0.0   0.0  48.2  40.0  11.9   0.0
    76ers       0.0   0.0   0.0   0.0   0.0  39.5  51.6   8.9   0.0
    Pistons     0.0   0.0   0.0   0.0   0.0  12.4   8.4  79.2   0.0
    
    Eastern Conference Division Title (Percent)
    Code:
    Team      Southeast Title Percent
    ====      ======================
    Magic     100.0
    Hawks       0.0
    Heat        0.0
    
    Team      Atlantic Title Percent
    ====      ======================
    Celtics   100.0
    76ers       0.0
    
    Team      Central Title Percent
    ====      ======================
    Cavaliers 100.0
    Bulls       0.0
    Pistons     0.0
    
    
    Eastern Conference Playoff Advancement (Percent)
    Code:
    Team       To 1st  To 2nd  To Conf To Fnls Champs
    ====       ======= ======= ======= ======= =======
    Cavaliers  100.0    97.0    91.8    62.8    46.7
    Celtics    100.0    94.3    58.9    22.9    13.9
    Magic      100.0    92.6    40.0    13.4     7.5
    Hawks      100.0    65.2     5.3     0.6     0.1
    Heat       100.0    34.8     1.9     0.2     0.0
    Bulls      100.0     5.9     0.6     0.0     0.0
    76ers      100.0     6.7     0.7     0.0     0.0
    Pistons    100.0     3.5     0.9     0.0     0.0
    
    ========================================

    Rockets Home Court Playoff Matchups By Round (Percent)
    Code:
    Team        1st    2nd   Conf   Final
    ====       =====  =====  =====  =====
    Hornets     19.6    4.6    0.9    0.0
    Blazers     14.7    0.8    2.9    0.0
    Mavericks   14.6    3.4    0.9    0.0
    Spurs        9.1    0.0    1.4    0.0
    Jazz         5.6    5.0    0.8    0.0
    Nuggets      1.9    9.0    0.1    0.0
    Hawks        0.0    0.0    0.0    0.1
    Heat         0.0    0.0    0.0    0.0
    Pistons      0.0    0.0    0.0    0.0
    76ers        0.0    0.0    0.0    0.0
    
    Rockets Away Playoff Matchups By Round (Percent)
    Code:
    Team        1st    2nd   Conf   Final
    ====       =====  =====  =====  =====
    Blazers     21.0    0.4    1.6    0.0
    Spurs       12.7    0.0    1.6    0.0
    Nuggets      0.8    7.8    2.7    0.0
    Lakers       0.0   25.1   10.6    0.0
    Cavaliers    0.0    0.0    0.0    5.6
    Celtics      0.0    0.0    0.0    2.1
    Magic        0.0    0.0    0.0    1.2
    
    Rockets Combined Playoff Matchups By Round (Percent)
    Code:
    Team        1st    2nd   Conf   Final
    ====       =====  =====  =====  =====
    Blazers     35.7    1.2    4.5    0.0
    Spurs       21.9    0.0    2.9    0.0
    Hornets     19.6    4.6    0.9    0.0
    Mavericks   14.6    3.4    0.9    0.0
    Jazz         5.6    5.0    0.8    0.0
    Nuggets      2.7   16.8    2.8    0.0
    Lakers       0.0   25.1   10.6    0.0
    Cavaliers    0.0    0.0    0.0    5.6
    Celtics      0.0    0.0    0.0    2.1
    Magic        0.0    0.0    0.0    1.2
    Hawks        0.0    0.0    0.0    0.1
    Heat         0.0    0.0    0.0    0.0
    Pistons      0.0    0.0    0.0    0.0
    76ers        0.0    0.0    0.0    0.0
    
    Rockets Home Court Advantage By Round
    Code:
    Round   Percent
    =====   =======
    First    65.4
    Second   22.8
    Conf      6.9
    Finals    0.1
    
    ===============================

    The Spurs were fortunate to pull of the win last night. Had, they lost, we would have had a much better chance of securing the division title and home court for the playoffs. Our pecentages drifted down slightly because of that result. Let's get a win tonight and put the pressure back on the Spurs and Blazers.

    Enjoy!
     
  8. BigBigRed

    BigBigRed Member

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    The simulator currently does not look at active roster; it is rather difficult to get the data in a machine readable format for the next game and the future. It also does not consider motivation as that is also difficult to judge. I agree that those factors affect the probability, though.
     
  9. DaDakota

    DaDakota Balance wins
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    You measure all the projections for ALL the teams there are multiple outcomes.....and you see how close the simulation was in the first place, and if there is something that can be tweaked to make it more accurate.

    And stop with the holdem analogies, while somewhat apt it has more luck involved, and basketball is more a game of skill...I play holdem.....and trust me, I know the odds.

    I am curious as to how accurate his projections (read equation) were in his first run of the software.

    That is interesting...you can check all the teams, where they were projected to finish to see how viable and accurate this is.....

    That is all...

    DD
     
  10. BlameTracy

    BlameTracy Member

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    The only way to test the accuracy of his simulation is to play through this season over and over again, hundreds of times. Checking the end of season results and comparing them to projections made beforehand is not a reliable test, unless you have a time machine and a few decades to kill.

    If I predict that a coin will land on heads 50% of the time, but I end up flipping 15 heads out of 20 later that day, what should I do? I should keep flipping coins and get a larger sample, to see how accurate my prediction was. However, DD would probably suggest that I tweak my numbers so that my prediction leans closer to 75%. How scientific!
     
  11. agentkirb87

    agentkirb87 Member

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    The one outcome is the results at the end of the season. Unless you are talking about each teams end result being a single outcome.

    So its skill that the Spurs suddenly started losing and it has nothing to do with the bad luck they are having with injuries? The analogies about Hold'em have everything to do with this simulator. You start off knowing just the cards in your hand (and lets say we know the cards in the opponents hand too). In this case its 7 2 offsuit and AA. You know that AA is a 4 to 1 favorite, but as cards flip on the table (ie games are being played), the odds change either for the better of worse. Usually the pocket rockets win the hand at the end. But sometimes (rarely), he'll hit a set of 7s or 2s and overcome the odds. That would be akin to Ginobli being declared out for the season, or the Jazz uncharacteristically losing a game at home to a really bad team in the heat of the race. Things like that are going to skew the results. And I'll repeat myself a 3rd time... just because the most probable events didn't happen, doesn't mean this is a bad simulator. It just means in this case the long shot played out.

    Going back to that Jazz loss. It would be like if someone predicted the Jazz to win, and then after they lost saying that it was a bad prediction. No... picking the Jazz to win at home against a crappy team is almost always a good prediction, but in that one case it just happened to not turn out that way.

    You can go back to the beggining of the thread and look, but like I've said already, it doesn't make the predictions any more good or bad.

    I can't stress this enough. You aren't going to be able to judge how accurate the program is based on one outcome. Its statistics 101, you need a MUCH bigger sample size.

    That is all...

    DD[/QUOTE]
     
  12. fernak

    fernak Member

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    I started following clutchfans this season and have loved all the great rockets discussion and insight. I officially joined up a couple weeks ago and this is my first post. Unfortunately it is a post that I am using to express frustration that I expect a lot of clutchfans share.

    I am tired of this inane, ignorant discussion of the statistical validity and accuracy of BigBigRed's simulation.

    A variety of posters, have illustrated their clear lack of understanding of statistics and probabilities. In sharing their opinions based on a flawed understanding of the statistics and probabilities, they have only further confused the matter.

    If you struggle with statistics, as it appears many of you do, please make an attempt to inform yourself before further discussion. This would be a great start, http://www.amazon.com/Models-Probab...=sr_1_6?ie=UTF8&s=books&qid=1239649121&sr=1-6

    To BigBigRed, thanks for your efforts. They are much appreciated by most clutchfans who have had a great time following this playoff race with your simulation as an informative supplement to game action. I look forward to an interesting update after today's action.

    I can't wait for the playoffs so we can see the end of this discussion and get back to what clutchfans is about,

    Go Rockets.
     
    1 person likes this.
  13. azoghbi

    azoghbi Member

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    great first post fernak, i like your style! people just need to realize that these posts tell us what is MOST LIKELY to happen given the current situation. it does not take into random occurrences like injuries etc. those are simply low probability happenings, it doesn't mean that the system is any less accurate. great work bigbigred.
     
  14. FFz

    FFz Member

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    it's just probability. If the standings end up us 3rd portland 4th and sa 5th and at the beginning he had that being just a 10% chance, you can't say that they machine isn't accurate, because the machine still told u there was a 10% chance.

    It's just like some dude going down the list of schedule and making wins and losses except the machine uses specific stats and whatever bigred programmed in to determine wins and loses.
     
  15. DaDakota

    DaDakota Balance wins
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    I understand it is probability, but I am also reading it like it is a prediction as well.

    DD
     
  16. Easy

    Easy Boban Only Fan
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    DD, the more you post about this topic, the more we can be certain that you are confused. See, our adjustment of how accurate we judge your understanding of probability keeps changing. :D
     
  17. jjfjj

    jjfjj Member

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    Can't wait for the update!!
     
  18. Qball

    Qball Member

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    gimme da damn percentages!!.../scratches his neck
     
  19. agentkirb87

    agentkirb87 Member

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    You are reading it like the largest probability is the prediction, but that doesn't really have much bearing on how right or wrong the simulator is.

    And you might be wondering now... does this mean the simulator can't be "proven" wrong? Not exactly. If some of the conclusions the simulator draws just don't logically make sense, like if it was predicting Utah/New Orleans to be heavy favorites to land the 5th seed... I'm sure people would be like "hey... they have the two toughest schedules down the stretch, this doesn't make sense". It helps that every "inconsistency" with the probabilities and what actually happened can be explained. The Spurs were strong candidates to win the #2, but they lost Ginobli to injury and had a bad March and now its a toss-up. The fact that the Jazz are number 8 can be explained away by the fact that the Mavs are inexplicably playing out of their minds right now. Everything else is about right on track.
     
  20. Qball

    Qball Member

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    I don't think you can call a probability a prediction. When someone "predicts" something, they are saying they think there's a 100% chance it will happen.
     

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