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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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    If we make it to the WCF, we'll have to go through a 50 win team with no injury issues. I'll take the easy first round victory just to get that symbolic monkey off our backs. Besides, thats the reason seedings exist, the higher the seed, the easier the first round matchup is supposed to be.
     
  2. Smacktle

    Smacktle Member

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    Why on ESPN NBA standings do the Rockets not have an X next to the name signifying that the Rockets have made the playoffs? :mad:
     
  3. optAmystik

    optAmystik Member

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    No matter who we will potentially face in the 1st Rd, it will be relatively easy compared to the following Rds, save for UTH. So, despite seeding, the # doesn't necessarily mean and easier match-up. It depends on just that exactly-how you match up to a particular team.
     
  4. Rockets_blood

    Rockets_blood Member

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    I noticed that too a week ago. even by phone on ESPN mobile they don't have an X. I hate ESPN. I even hate that they are owned by Disney.
     
  5. agentkirb87

    agentkirb87 Member

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    It does matter. We are going to want the #3 seed (or the #6 seed I guess) because that means we aren't facing the Lakers in the 2nd round. I don't really care who we face, but I'm not going to pretend like I dont want the easiest matchup possible. I don't buy into this "you wanna face the best team" BS. Lets just get as far as we can into the playoffs. We probably won't win the title, but if we can get to the WCF then next season we can build on that. If we face a tough team up front and lose, then in terms of developing a team that can compete well in the post season, we're back to square one.
     
  6. optAmystik

    optAmystik Member

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    The ROX want the highest seed possible - 2.
     
  7. agentkirb87

    agentkirb87 Member

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    True, but that doesn't seem realistic with Denver a solid 1-2 games on us.
     
  8. optAmystik

    optAmystik Member

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  9. min

    min Member

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    if i were the rockets... i would SERIOUSLY think about losing a game to make sure we miss the j*zz... as long as losing the game does not mean we lose home-court
     
  10. BucMan55

    BucMan55 Member

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    Yes, if Houston wins out its likely that they will be the 2 seed since they would not be involved in a division winner tiebreak like before when we thought Spurs would be number 2 and win the SW.
     
  11. BigBigRed

    BigBigRed Member

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    I really hate to do this, but I can't let this one go.

    Thank you. It was a lot of fun writing this program.

    Point 1 of the argument: The credential game.

    As someone who has taught probability and statistics, and as someone who uses statistics everyday professionally, and as someone with a degree in computer science who has written several hundred thousand lines of code working in production in companies across the country, and as someone who has a graduate degree from one of the top ten graduate programs in the United States, I will respond.

    Point 2: The percentages change, therefore, it can't be accurate. This is the crux of his argument.

    Let me back up and point out to you the purpose of simulation. You would do well to read about Monte Carlo simulation and the area of simulation in general to educate yourself. What *you* want is a guess at the final outcome: a single guess. What this simulation produces is a set of estimates of likelihood. If you wanted a single guess at a single point in time, that's fine. Look at preseason prognostications. But please don't blame simulation because it isn't a crystal ball.

    The reason why percentages change over time is because likelihoods change over time. You claim to understand probability yet this is a fundamental fact of probability. Have you ever watched poker on ESPN? The probabilities change with every revealed set of cards. Were the probabilities inaccurate? No. Did they change? Yes, sometimes very dramatically. Why? Additional data in the form of revealed cards.

    A set of new results can dramatically change the likelihood of an event. Your argument is simply incorrect.

    Point 3: It only uses team record

    I assure you that it does not only use team record. You've made an unfounded statement, my friend.

    Point 4: It should incorporate more information

    I completely agree with you here. My model is simple yet it seems to be fairly effective. I'd like to make it more effective but I don't have the data in an easily accessible form. Furthermore, I would need time to do analysis, back-testing, etc. Note, however, that the most important information is the current state which includes the latest results. You simply have to understand that point.

    That's your opinion and you are entitled to it. I may point out to you that you do not understand how it is designed nor do you understand probability from your statements above. My question to you is: What should a simulator produce? Maybe if you think deeply enough about that question, you'll understand what simulation is and how it can help in our understanding of situations.
     
  12. M-Y RO

    M-Y RO Member

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    maybe adelman thought about that ,but the ROX guys played as usual :D
     
  13. BigBigRed

    BigBigRed Member

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    Latest NBA results used: Apr 7


    Western Conference Average Wins
    Code:
    Team       Wins
    ====       ====
    Lakers     64.9
    Nuggets    54.4
    Spurs      53.3
    Rockets    52.6
    Blazers    52.3
    Hornets    50.3
    Jazz       49.8
    Mavericks  48.9
    Suns       45.3
    
    Western Conference Wins (Percent)
    Code:
    Team        46    47    48    49    50    51    52    53    54    55    56    57    58    59    60    61    62    63    64    65    66  
    ====       ===== ===== ===== ===== ===== ===== ===== ===== ===== ===== ===== ===== ===== ===== ===== ===== ===== ===== ===== ===== =====
    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   0.2   4.6  24.1  45.3  25.7
    Nuggets     0.0   0.0   0.0   0.0   0.0   0.0   0.5   9.5  46.8  35.9   7.3   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   0.4   4.0  16.8  33.6  32.7  12.5   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   1.3  10.7  32.0  39.6  16.3   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0
    Blazers     0.0   0.0   0.0   0.2   3.3  17.6  36.2  32.9   9.8   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0
    Hornets     0.0   0.0   3.8  18.9  35.0  29.3  11.3   1.7   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        0.0   0.4   7.2  31.0  39.5  18.9   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
    Mavericks   0.9   8.8  26.1  36.0  22.8   5.5   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   0.0
    Suns       33.4  10.1   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
    
    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  79.7  18.0   1.8   0.5   0.0   0.0   0.0   0.0
    Spurs       0.0   9.6  50.0  21.2  15.1   3.4   0.7   0.0   0.0
    Rockets     0.0   9.4  20.3  45.3  16.6   7.2   1.2   0.0   0.0
    Blazers     0.0   1.3   9.5  26.7  46.3  13.3   2.5   0.3   0.0
    Hornets     0.0   0.0   2.1   4.2  13.4  30.9  35.1  14.3   0.0
    Jazz        0.0   0.0   0.0   0.7   6.8  37.2  42.4  12.9   0.0
    Mavericks   0.0   0.0   0.0   0.2   1.3   7.9  18.2  72.3   0.1
    Suns        0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.1  99.9
    
    Western Conference Division Title (Percent)
    Code:
    Team      Northwest Title Percent
    ====      ======================
    Nuggets    98.3
    Blazers     1.7
    Jazz        0.0
    
    Team      Pacific Title Percent
    ====      ======================
    Lakers    100.0
    Suns        0.0
    
    Team      Southwest Title Percent
    ====      ======================
    Spurs      63.4
    Rockets    33.4
    Hornets     3.3
    Mavericks   0.0
    
    
    Western Conference Playoff Advancement (Percent)
    Code:
    Team       To 1st  To 2nd  To Conf To Fnls Champs
    ====       ======= ======= ======= ======= =======
    Lakers     100.0    88.8    70.4    57.3    26.0
    Nuggets    100.0    61.6    33.4     9.8     1.5
    Spurs      100.0    53.9    23.0     7.3     1.2
    Rockets    100.0    53.7    19.8     7.7     1.3
    Blazers    100.0    56.6    21.0    10.0     2.1
    Hornets    100.0    30.5     9.9     2.0     0.2
    Jazz       100.0    39.4    17.7     4.7     0.6
    Mavericks   99.9    15.6     4.7     1.2     0.1
    Suns         0.1     0.0     0.0     0.0     0.0
    
    Eastern Conference Average Wins
    Code:
    Team       Wins
    ====       ====
    Cavaliers  65.9
    Celtics    61.7
    Magic      61.1
    Hawks      46.5
    Heat       42.8
    76ers      41.7
    Bulls      40.3
    Pistons    39.5
    Bobcats    36.5
    Pacers     35.4
    Nets       33.7
    
    Eastern Conference Wins (Percent)
    Code:
    Team        37    38    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   0.7   6.5  24.8  42.2  25.8
    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   0.0   0.7   7.3  30.4  44.8  16.8   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   0.0   0.0   0.4   4.0  19.5  41.9  34.3   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   1.6  12.3  33.2  37.5  15.3   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   0.0   5.9  28.1  43.6  20.2   2.2   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   0.0   0.0   0.0   0.0   0.0   0.0
    76ers       0.0   0.0   0.0  10.9  31.9  34.8  17.9   4.1   0.3   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   0.0   0.0   0.0
    Bulls       0.0   2.9  17.0  36.7  33.1  10.2   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   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0
    Pistons     2.7  15.5  32.5  31.8  14.9   2.6   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
    Bobcats    35.7  13.1   1.5   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   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
    Pacers     12.6   1.7   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   0.0   0.0   0.0
    Nets        0.2   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   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  99.6   0.3   0.0   0.0   0.0   0.0   0.0   0.0   0.0
    Celtics     0.4  82.9  16.7   0.0   0.0   0.0   0.0   0.0   0.0
    Magic       0.0  16.7  83.3   0.0   0.0   0.0   0.0   0.0   0.0
    Hawks       0.0   0.0   0.0  98.5   1.5   0.0   0.0   0.0   0.0
    Heat        0.0   0.0   0.0   1.4  85.0  12.0   1.5   0.0   0.0
    76ers       0.0   0.0   0.0   0.1  12.3  74.6  12.0   1.0   0.0
    Bulls       0.0   0.0   0.0   0.0   0.3  10.2  53.2  34.7   1.4
    Pistons     0.0   0.0   0.0   0.0   0.8   3.1  33.2  61.6   1.2
    Bobcats     0.0   0.0   0.0   0.0   0.0   0.0   0.1   1.9  98.0
    Pacers      0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.6  99.4
    Nets        0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0 100.0
    
    Eastern Conference Division Title (Percent)
    Code:
    Team      Southeast Title Percent
    ====      ======================
    Magic     100.0
    Hawks       0.0
    Heat        0.0
    Bobcats     0.0
    
    Team      Atlantic Title Percent
    ====      ======================
    Celtics   100.0
    76ers       0.0
    Nets        0.0
    
    Team      Central Title Percent
    ====      ======================
    Cavaliers 100.0
    Bulls       0.0
    Pistons     0.0
    Pacers      0.0
    
    
    Eastern Conference Playoff Advancement (Percent)
    Code:
    Team       To 1st  To 2nd  To Conf To Fnls Champs
    ====       ======= ======= ======= ======= =======
    Cavaliers  100.0    97.2    91.6    56.0    39.9
    Celtics    100.0    95.7    59.6    27.4    17.7
    Magic      100.0    93.2    39.6    15.9     9.3
    Hawks      100.0    64.7     5.5     0.5     0.1
    Heat       100.0    31.0     1.7     0.1     0.0
    76ers      100.0    10.9     0.8     0.1     0.0
    Bulls       98.6     3.9     0.6     0.0     0.0
    Pistons     98.8     3.3     0.6     0.0     0.0
    Bobcats      2.0     0.1     0.0     0.0     0.0
    Pacers       0.6     0.0     0.0     0.0     0.0
    Nets         0.0     0.0     0.0     0.0     0.0
    
    Rockets Home Court Advantage First Round Matchups
    Code:
    Team       Percent
    ====       =======
    Blazers     34.8
    Hornets     15.3
    Jazz        14.5
    Spurs        4.9
    Mavericks    3.4
    Nuggets      0.4
    
    Rockets Away (No Home Court Advantage) First Round Matchups
    Code:
    Team       Percent
    ====       =======
    Blazers     12.1
    Spurs        8.3
    Hornets      3.4
    Nuggets      2.0
    Jazz         0.9
    Lakers       0.0
    Mavericks    0.0
    
    Rockets Combined First Round Matchups
    Code:
    Team       Percent
    ====       =======
    Blazers     46.8
    Hornets     18.8
    Jazz        15.4
    Spurs       13.2
    Mavericks    3.4
    Nuggets      2.4
    Lakers       0.0
    
    Rockets Percent of First Round Home Court Advantage = 73.3

    ==============================================

    Again, it feels really good to post the results after another big win. It was also terrific to get Landry back! I love the way he plays. Yao had a big night as did Wafer. I thought we'd get help tonight as San Antonio, Portland, and New Orleans were all struggling in their games. I thought at least one of them would lose. Sadly, that didn't happen.

    Because all contenders in the West won, the numbers didn't change very much. The nicest change was that we now have about a 73% chance of getting home court in the playoffs which is up from 65%.
     
  14. agentkirb87

    agentkirb87 Member

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    I have no clue what you are talking about. Denver is 2 games ahead of us in the loss column. We can win out and if Denver wins out, they will be 2 games ahead of us in the loss column. They play the Lakers and Portland and 2 scrub teams to end the season. Maybe we can assume they lose both games, but I wouldn't bet on them losing both games against playoff teams AND us winning out.

    If we do it... great. But I just don't see it as being likely.
     
  15. jedicro

    jedicro Member

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    At least for New Orleans, I'm glad they won. I want them to stay ahead of Utah in the standings. If we're able to catch SA, only for Utah to catch NO, I'd be freaking pissed.

    My dream seeding would be:

    1. Lakers
    2. Nuggets
    3. Rockets
    4. Blazers
    5. Spurs
    6. NO
    7. Dallas
    8. Utah
     
  16. Aznoob

    Aznoob Member

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    Since these stats are posted April 7th, how do the Spurs have a chance of holding onto the SW div title w/o Ginobili?

    I think we have a very, very good chance of taking the title.
     
  17. BucMan55

    BucMan55 Member

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    Because its a computer that just goes on past records and trends. The Spurs could have just acquired the West All Star team and the numbers would not change.

    When/if the Spurs lose a game their numbers will move around a bit.
     
  18. larsv8

    larsv8 Member

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    Yea, this would be win. Probably, the only realistic way we could get a ring. Portland is probably the only team that could take down the Lakers and we avoid the Jazz in this scenario. I am crossing my fingers for this seeding :D
     
  19. payaso

    payaso Member

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    I'd like to see a statistical value assigned to the probability of Yao or RonRon throwing a tone-establishing elbow at Matt Harpring, Ronnie Brewer or Paul Millsap early in the inevitable Jazz series...
     
  20. Acedude

    Acedude Member

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    The possibility of us playing the Jazz is under 23%.

    So far so good! :D


    Code:
    Taking BBR's #s
    
    	2-7	3-6	4-5	5-4	6-3	7-2	
    Rockets	9.40%	20.30%	45.30%	16.60%	7.20%	1.20%	
    Jazz	1.30%	9.50%	26.70%	46.30%	13.30%	2.50%	
    							Total
    	0.12%	1.93%	12.10%	7.69%	0.96%	0.03%	22.82%
     

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