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ECAC Projected Standings 2021-2022

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  • ECAC Projected Standings 2021-2022

    After a 19 month hiatus, we're back with another year of specious predictions in this season's ECAC KRACH predictions thread. As always, this early in the season, KRACH needs some help to be real and finite for every team. Instead of the hypothetical tie, I'm trying out a different little mathematical trick using last year's results (for those teams that played last year). It shouldn't make too much of a difference, and these are just for fun anyway.

    For this year, I am also changing how I handle games decided in OT to match how they're handled in pairwise. That is, OT wins will only count as 0.55 wins, and conversely OT losses will count as 0.45 wins. I don't really love those specific numbers, but with the move to 3x3 OT, I cannot really rate wins in extra time as equivalent to wins in regulation. All games that end in shootouts will still be considered ties, as before.

    It's also worth noting that instead of each game having three possible outcomes this year, each game has 6 possible outcomes, which massively inflates the number of possibilities. The points table will also be 50% larger this year with the move to three point games. Oh boy.

    Anyway, obviously at this point the Ivies are all the same, because even looking at last year doesn't provide any information for them. What can you do.
    RPI Pep Band
    GO GO GO YOU RED RED RED!!! and I guess Yale?
    🎶🎺🎺🎺 LET'S GO BLUES!

    2017-2018 RPI Pick to Click – Champion
    2013-2016 RPI Pick to Click – Back-to-Back-to-Back Runner-Up
    2014-15, 2018-19 ECAC Pick the Standings – Last Place

  • #2


    Simulated Final Standings (Monte Carlo simulation of 10102.7 possibilities; n=1,000,000):
    1. Quinnipiac
    2. SLU
    3. Colgate
    4. Clarkson
      –––––
    5. RPI
    6. Brown
    7. Yale
    8. Cornell
      —————
    9. Harvard
    10. Princeton
    11. Dartmouth
    12. Union
    Reminder: KRACH doesn't do ties. KRACH doesn't do prediction, it does retrodiction. KRACH cares not about your momentum, injuries, home-ice, etc. KRACH thinks you're exactly as good as your record.

    Rank and Points breakdown:
    Code:
       |  KRACH |     1     2     3     4     5     6     7     8     9    10    11    12 |Avg Rk |AvgPts
    -----------------------------------------------------------------------------------------------------
    Qu |  869.6 |  67.5  22.8   8.3   1.3   0.1   0.0   0.0   0.0     x     x     x     x |  1.44 | 46.43
    SL |  422.5 |  17.5  37.7  32.5  10.1   1.8   0.3   0.1   0.0   0.0   0.0     x     x |  2.42 | 41.80
    Cg |  380.8 |  13.7  32.7  37.5  12.9   2.6   0.5   0.1   0.0   0.0   0.0   0.0     x |  2.60 | 41.02
    Ck |  178.0 |   1.2   5.8  16.6  45.9  18.4   6.7   2.9   1.4   0.6   0.3   0.1   0.0 |  4.20 | 34.47
    RP |  105.9 |   0.1   0.8   3.9  17.4  32.9  18.1  11.0   7.0   4.4   2.7   1.4   0.4 |  5.75 | 29.33
    Br |   54.2 |   0.0   0.0   0.2   2.1   7.3  12.2  14.0  14.7  14.9  14.5  13.2   6.9 |  8.41 | 22.47
    Ya |   54.2 |   0.0   0.0   0.2   2.1   7.3  12.2  14.0  14.7  14.9  14.5  13.1   6.9 |  8.41 | 22.47
    Cr |   54.2 |   0.0   0.0   0.2   2.0   7.3  12.2  14.1  14.6  14.9  14.6  13.1   6.9 |  8.41 | 22.47
    Ha |   54.2 |   0.0   0.0   0.2   2.1   7.3  12.3  14.1  14.7  14.9  14.5  13.1   6.9 |  8.41 | 22.47
    Pr |   54.2 |   0.0   0.0   0.2   2.0   7.3  12.3  14.0  14.8  14.8  14.5  13.1   6.9 |  8.41 | 22.47
    Da |   54.2 |   0.0   0.0   0.2   2.0   7.3  12.3  14.0  14.8  14.9  14.4  13.2   6.9 |  8.41 | 22.46
    Un |   23.7 |     x     x   0.0   0.0   0.3   0.9   1.8   3.3   5.7  10.0  19.7  58.3 | 11.14 | 14.83
    
       |  KRACH |     0     1     2     3     4     5     6     7     8     9    10    11    12    13    14    15    16    17    18    19    20    21    22    23    24    25    26    27    28    29    30    31    32    33    34    35    36    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 |AvgPts
    ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
    Qu |  869.6 |     x     x     x     x     x     x     x     x     x     x     x     x     x     x     x     x     x     x     x     x     x     x     x     x     x     x   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.1   0.2   0.3   0.6   0.9   1.6   2.3   3.4   4.8   6.3   7.9   9.4  10.4  10.9  10.5   9.5   7.8   5.7   3.8   2.1   1.0   0.3     x     x     x     x     x     x     x     x     x     x     x | 46.43
    SL |  422.5 |     x     x     x     x     x     x     x     x     x     x     x     x     x     x     x     x     x     x     x     x     x   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.1   0.2   0.3   0.5   0.8   1.2   1.8   2.5   3.5   4.7   5.9   7.1   8.2   9.0   9.3   9.2   8.6   7.6   6.2   4.8   3.5   2.3   1.4   0.7   0.4   0.1   0.0   0.0     x     x     x     x     x     x     x     x     x     x     x | 41.80
    Cg |  380.8 |     x     x     x     x     x     x     x     x     x     x     x     x     x     x     x     x     x   0.0   0.0     x   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.1   0.1   0.3   0.4   0.7   1.1   1.7   2.5   3.3   4.5   5.7   6.8   7.9   8.7   9.2   9.1   8.6   7.8   6.5   5.1   3.8   2.6   1.6   0.9   0.5   0.2   0.1   0.0   0.0     x     x     x     x     x     x     x     x     x     x     x | 41.02
    Ck |  178.0 |     x     x     x     x     x     x     x     x     x     x     x     x   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.1   0.1   0.2   0.3   0.5   0.8   1.2   1.7   2.5   3.3   4.2   5.2   6.2   7.1   7.8   8.3   8.3   8.0   7.4   6.6   5.5   4.5   3.4   2.5   1.7   1.1   0.7   0.4   0.2   0.1   0.0   0.0   0.0   0.0   0.0     x     x     x     x     x     x     x     x     x     x     x     x     x | 34.47
    RP |  105.9 |     x     x     x     x     x   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.1   0.1   0.2   0.4   0.6   1.0   1.4   2.0   2.7   3.6   4.5   5.4   6.3   7.1   7.6   7.9   7.9   7.6   7.0   6.2   5.3   4.3   3.3   2.5   1.8   1.2   0.8   0.5   0.3   0.2   0.1   0.0   0.0   0.0   0.0   0.0   0.0   0.0     x     x     x     x     x     x     x     x     x     x     x     x     x     x     x | 29.33
    Br |   54.2 |     x   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.1   0.2   0.3   0.5   0.9   1.3   1.9   2.7   3.6   4.5   5.5   6.4   7.1   7.6   7.9   7.8   7.5   6.9   6.1   5.2   4.3   3.4   2.6   1.9   1.3   0.9   0.6   0.4   0.2   0.1   0.1   0.0   0.0   0.0   0.0   0.0   0.0   0.0     x     x   0.0     x     x     x     x     x     x     x     x     x     x     x     x     x     x     x     x     x     x | 22.47
    Ya |   54.2 |     x   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.1   0.2   0.3   0.5   0.9   1.3   1.9   2.7   3.6   4.5   5.5   6.4   7.1   7.6   7.9   7.8   7.5   6.9   6.1   5.2   4.3   3.4   2.6   1.9   1.3   0.9   0.6   0.4   0.2   0.1   0.1   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0     x     x     x     x     x     x     x     x     x     x     x     x     x     x     x     x     x     x | 22.47
    Cr |   54.2 |     x     x   0.0   0.0   0.0   0.0   0.0   0.0   0.1   0.2   0.3   0.5   0.9   1.4   1.9   2.7   3.5   4.5   5.5   6.4   7.1   7.7   7.9   7.8   7.5   6.9   6.1   5.2   4.3   3.4   2.6   1.9   1.3   0.9   0.6   0.4   0.2   0.1   0.1   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0     x   0.0     x     x     x     x     x     x     x     x     x     x     x     x     x     x     x     x     x     x | 22.47
    Ha |   54.2 |     x     x   0.0   0.0   0.0   0.0   0.0   0.0   0.1   0.2   0.3   0.5   0.9   1.3   2.0   2.7   3.6   4.5   5.4   6.4   7.1   7.6   7.9   7.9   7.6   6.9   6.1   5.2   4.3   3.4   2.6   1.9   1.3   0.9   0.6   0.4   0.2   0.1   0.1   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0     x     x     x     x     x     x     x     x     x     x     x     x     x     x     x     x     x     x     x     x | 22.47
    Pr |   54.2 |     x   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.1   0.2   0.3   0.5   0.9   1.3   1.9   2.7   3.5   4.5   5.5   6.4   7.1   7.7   7.9   7.8   7.5   7.0   6.1   5.2   4.3   3.4   2.6   1.9   1.3   0.9   0.6   0.4   0.2   0.1   0.1   0.0   0.0   0.0   0.0   0.0   0.0     x     x     x     x     x     x     x     x     x     x     x     x     x     x     x     x     x     x     x     x     x     x | 22.47
    Da |   54.2 |   0.0     x   0.0   0.0   0.0   0.0   0.0   0.0   0.1   0.2   0.3   0.5   0.9   1.3   2.0   2.7   3.6   4.5   5.4   6.3   7.1   7.6   7.9   7.9   7.5   6.9   6.1   5.2   4.3   3.4   2.6   1.9   1.3   0.9   0.6   0.4   0.2   0.1   0.1   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0     x     x     x     x     x     x     x     x     x     x     x     x     x     x     x     x     x     x     x     x | 22.46
    Un |   23.7 |   0.0   0.0   0.1   0.2   0.4   0.7   1.3   2.1   3.1   4.2   5.4   6.6   7.5   8.3   8.6   8.6   8.1   7.4   6.5   5.4   4.4   3.4   2.5   1.8   1.2   0.8   0.5   0.3   0.2   0.1   0.1   0.0   0.0   0.0   0.0   0.0   0.0   0.0     x     x     x     x     x     x     x     x     x     x     x     x     x     x     x     x     x     x     x     x     x     x     x     x     x     x     x     x     x | 14.83
    Bold is each team's most likely outcome.
    0.0 means the outcome occurred, but fewer than 500 times.
    x means the outcome never occurred.
    Blank outcomes are impossible
    Playoffs:
    Code:
       |    Qu    SL    Cg    Ck    RP    Br    Ya    Cr    Ha    Pr    Da    Un |   BYE
    ------------------------------------------------------------------------------------
    Qu |     x     x     x     x   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.1 |  99.9
    SL |     x     x     x   0.0   0.0   0.2   0.2   0.2   0.2   0.2   0.2   1.1 |  97.8
    Cg |     x     x     x   0.0   0.0   0.3   0.3   0.3   0.3   0.3   0.3   1.6 |  96.8
    Ck |     x   0.0   0.0     x   0.2   2.8   2.8   2.8   2.8   2.8   2.8  12.4 |  69.5
    RP |     x   0.0   0.0   0.1     x   7.4   7.5   7.5   7.5   7.5   7.5  24.0 |  22.2
    Br |     x   0.0   0.0   0.2   1.4     x   7.5   7.5   7.5   7.5   7.5   9.1 |   2.3
    Ya |     x   0.0   0.0   0.2   1.4   7.6     x   7.5   7.5   7.5   7.5   9.1 |   2.3
    Cr |     x   0.0   0.0   0.2   1.4   7.5   7.6     x   7.5   7.5   7.5   9.1 |   2.3
    Ha |     x   0.0   0.0   0.2   1.4   7.6   7.5   7.5     x   7.5   7.5   9.1 |   2.3
    Pr |     x   0.0   0.0   0.2   1.4   7.5   7.6   7.6   7.5     x   7.6   9.1 |   2.3
    Da |     x   0.0   0.0   0.2   1.4   7.5   7.5   7.6   7.5   7.5     x   9.1 |   2.3
    Un |     x   0.0   0.0   0.0   0.2   1.0   1.0   1.0   1.0   1.0   1.0     x |   0.0
    Hosts on the left, visitors across the top.
    0.0 means the outcome occurred, but fewer than 500 times.
    x means the outcome never occurred.
    RPI Pep Band
    GO GO GO YOU RED RED RED!!! and I guess Yale?
    🎶🎺🎺🎺 LET'S GO BLUES!

    2017-2018 RPI Pick to Click – Champion
    2013-2016 RPI Pick to Click – Back-to-Back-to-Back Runner-Up
    2014-15, 2018-19 ECAC Pick the Standings – Last Place

    Comment


    • #3
      Could you explain why there are six possible outcomes for each game? Since you stated that you would consider games ending in a shootout as ties, it looks to me that there are only five. (W, L, OT-W, OT-L, and T
      sigpic

      Let's Go 'Tute!

      Maxed out at 2,147,483,647 at 10:00 AM EDT 9/17/07.

      2012 Poser Of The Year

      Comment


      • #4
        Really glad to have this thread back posted. Even though the math is a touch mind boggling for me, I am amazed that even at my advancing age I sort of understand it all! Thanks Lug!!!!!!!
        Take the shortest distance to the puck and arrive in ill humor

        Comment


        • #5
          Originally posted by Ralph Baer View Post
          Could you explain why there are six possible outcomes for each game? Since you stated that you would consider games ending in a shootout as ties, it looks to me that there are only five. (W, L, OT-W, OT-L, and T
          He considers shootouts as ties in the KRACH formula, but the ECAC is using shootouts for standings points still

          Comment


          • #6
            Originally posted by sezenack View Post

            He considers shootouts as ties in the KRACH formula, but the ECAC is using shootouts for standings points still
            This is correct. Shootout wins are not considered wins in the 2nd tiebreaker, and must be considered and counted separately. It should be noted that I am using constant OT and SO rates for all games, just as I used a single tie rate constant in previous seasons.
            RPI Pep Band
            GO GO GO YOU RED RED RED!!! and I guess Yale?
            🎶🎺🎺🎺 LET'S GO BLUES!

            2017-2018 RPI Pick to Click – Champion
            2013-2016 RPI Pick to Click – Back-to-Back-to-Back Runner-Up
            2014-15, 2018-19 ECAC Pick the Standings – Last Place

            Comment


            • #7
              Some more games happened! But not ECAC games!

              Simulated Final Standings (Monte Carlo simulation of 10102.7 possibilities; n=1,000,000):
              1. Quinnipiac
              2. RPI
              3. Colgate
              4. Clarkson
                –––––
              5. Dartmouth
              6. Cornell
              7. Harvard
              8. Brown
                —————
              9. Princeton
              10. Yale
              11. SLU
              12. Union

              Reminder: KRACH doesn't do ties. KRACH doesn't do prediction, it does retrodiction. KRACH cares not about your momentum, injuries, home-ice, etc. KRACH thinks you're exactly as good as your record.

              Rank and Points breakdown:
              Code:
                 |  KRACH |     1     2     3     4     5     6     7     8     9    10    11    12 |Avg Rk |AvgPts
              -----------------------------------------------------------------------------------------------------
              Qu |  303.7 |  74.6  19.5   4.5   1.1   0.2   0.1   0.0   0.0   0.0   0.0     x     x |  1.33 | 45.20
              RP |  153.3 |  18.8  46.7  20.6   8.6   3.2   1.3   0.5   0.2   0.1   0.0   0.0   0.0 |  2.38 | 39.94
              Cg |   91.1 |   3.7  16.8  30.1  22.5  12.0   6.8   3.9   2.2   1.2   0.6   0.2   0.0 |  3.82 | 34.89
              Ck |   81.4 |   2.4  12.3  25.2  24.8  14.5   8.7   5.4   3.3   1.9   1.0   0.4   0.1 |  4.23 | 33.71
              Da |   39.5 |   0.1   0.8   3.2   7.1  11.4  13.3  14.0  14.1  13.5  11.7   7.6   3.2 |  7.47 | 25.73
              Cr |   39.5 |   0.1   0.8   3.3   7.0  11.4  13.3  14.1  14.1  13.4  11.8   7.5   3.2 |  7.48 | 25.72
              Ha |   39.5 |   0.1   0.8   3.3   7.1  11.4  13.3  14.0  14.1  13.4  11.8   7.6   3.2 |  7.48 | 25.72
              Br |   39.5 |   0.1   0.8   3.2   7.0  11.3  13.3  14.1  14.1  13.5  11.8   7.6   3.2 |  7.48 | 25.71
              Pr |   39.5 |   0.1   0.8   3.2   7.1  11.5  13.4  14.0  14.1  13.5  11.8   7.6   3.2 |  7.48 | 25.71
              Ya |   39.5 |   0.1   0.8   3.2   7.0  11.4  13.3  14.1  14.1  13.5  11.8   7.6   3.2 |  7.48 | 25.71
              SL |   20.2 |   0.0   0.0   0.1   0.5   1.3   2.5   4.1   6.5  10.3  16.7  29.6  28.3 | 10.30 | 18.60
              Un |   15.3 |   0.0   0.0   0.0   0.1   0.4   0.9   1.7   3.2   5.8  11.1  24.4  52.5 | 11.06 | 16.05    
              
                 |  KRACH |     x     1     2     3     4     5     6     7     8     9    10    11    12    13    14    15    16    17    18    19    20    21    22    23    24    25    26    27    28    29    30    31    32    33    34    35    36    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 |AvgPts
              ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
              Qu |  303.7 |     x     x     x     x     x     x     x     x     x     x     x     x     x     x     x     x     x     x     x     x     x     x     x   0.0     x   0.0   0.0   0.0   0.0   0.0   0.0   0.1   0.1   0.2   0.3   0.5   0.8   1.4   2.0   2.9   4.0   5.2   6.6   7.9   9.0   9.7  10.0   9.7   8.6   7.3   5.6   3.8   2.4   1.3   0.5   0.2     x     x     x     x     x     x     x     x     x     x     x |  45.2
              RP |  153.3 |     x     x     x     x     x     x     x     x     x     x     x     x     x     x     x   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.1   0.1   0.2   0.4   0.6   1.0   1.4   2.0   2.7   3.6   4.6   5.6   6.7   7.6   8.2   8.5   8.4   8.1   7.3   6.3   5.1   4.0   2.9   1.9   1.2   0.7   0.4   0.2   0.1   0.0   0.0     x     x     x     x     x     x     x     x     x     x     x | 39.94
              Cg |   91.1 |     x     x     x     x     x     x     x     x     x     x     x   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.1   0.1   0.2   0.3   0.5   0.8   1.2   1.7   2.3   3.1   3.9   4.8   5.7   6.6   7.2   7.7   8.0   7.9   7.4   6.7   5.9   5.0   4.0   3.0   2.2   1.5   1.0   0.6   0.3   0.2   0.1   0.0   0.0   0.0   0.0   0.0   0.0     x     x     x     x     x     x     x     x     x     x     x | 34.89
              Ck |   81.4 |     x     x     x     x     x     x     x     x   0.0     x   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.1   0.1   0.2   0.4   0.6   0.9   1.3   1.8   2.5   3.2   4.1   5.0   5.9   6.7   7.3   7.7   7.8   7.7   7.2   6.6   5.7   4.8   3.8   2.9   2.1   1.5   1.0   0.6   0.4   0.2   0.1   0.0   0.0   0.0   0.0   0.0     x   0.0     x     x     x     x     x     x     x     x     x     x     x | 33.71
              Da |   39.5 |     x     x     x   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.1   0.1   0.2   0.4   0.6   0.9   1.4   1.9   2.6   3.4   4.2   5.1   6.0   6.7   7.3   7.5   7.6   7.4   6.9   6.2   5.4   4.6   3.7   2.9   2.2   1.6   1.1   0.7   0.5   0.3   0.2   0.1   0.1   0.0   0.0   0.0   0.0   0.0   0.0   0.0     x   0.0     x     x     x     x     x     x     x     x     x     x     x     x     x     x     x | 25.73
              Cr |   39.5 |     x     x     x   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.1   0.1   0.2   0.4   0.6   0.9   1.4   1.9   2.6   3.4   4.2   5.1   6.0   6.6   7.2   7.6   7.6   7.4   6.9   6.3   5.4   4.6   3.7   2.9   2.2   1.6   1.1   0.7   0.5   0.3   0.2   0.1   0.1   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0     x     x     x     x     x     x     x     x     x     x     x     x     x     x     x     x | 25.72
              Ha |   39.5 |     x     x     x   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.1   0.1   0.2   0.4   0.6   0.9   1.3   1.9   2.6   3.4   4.3   5.1   6.0   6.7   7.2   7.5   7.6   7.4   6.9   6.2   5.4   4.6   3.7   2.9   2.2   1.6   1.1   0.8   0.5   0.3   0.2   0.1   0.1   0.0   0.0   0.0   0.0   0.0   0.0   0.0     x     x     x     x     x     x     x     x     x     x     x     x     x     x     x     x     x | 25.72
              Br |   39.5 |     x     x     x   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.1   0.1   0.2   0.4   0.6   0.9   1.4   2.0   2.6   3.4   4.3   5.1   6.0   6.7   7.2   7.5   7.6   7.4   6.9   6.2   5.4   4.5   3.7   2.9   2.2   1.6   1.1   0.8   0.5   0.3   0.2   0.1   0.1   0.0   0.0   0.0   0.0   0.0   0.0   0.0     x     x     x     x     x     x     x     x     x     x     x     x     x     x     x     x     x | 25.71
              Pr |   39.5 |     x     x     x   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.1   0.1   0.2   0.4   0.6   0.9   1.4   1.9   2.6   3.4   4.3   5.1   6.0   6.7   7.2   7.5   7.6   7.3   6.9   6.3   5.4   4.6   3.7   2.9   2.2   1.6   1.1   0.7   0.5   0.3   0.2   0.1   0.1   0.0   0.0   0.0   0.0   0.0   0.0     x     x   0.0     x     x     x     x     x     x     x     x     x     x     x     x     x     x     x | 25.71
              Ya |   39.5 |     x     x     x   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.1   0.1   0.2   0.4   0.6   0.9   1.4   1.9   2.6   3.4   4.3   5.2   6.0   6.7   7.2   7.6   7.6   7.4   6.9   6.2   5.5   4.6   3.7   2.9   2.2   1.6   1.1   0.8   0.5   0.3   0.2   0.1   0.1   0.0   0.0   0.0   0.0   0.0   0.0   0.0     x     x     x     x     x     x     x     x     x     x     x     x     x     x     x     x     x | 25.71
              SL |   20.2 |   0.0   0.0   0.0   0.0   0.0   0.1   0.2   0.4   0.7   1.2   1.8   2.6   3.5   4.5   5.5   6.4   7.2   7.8   8.0   7.9   7.5   6.9   6.1   5.2   4.3   3.4   2.6   1.9   1.4   0.9   0.6   0.4   0.3   0.2   0.1   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0     x     x     x     x     x     x     x     x     x     x     x     x     x     x     x     x     x     x     x     x     x     x     x |  18.6
              Un |   15.3 |   0.0   0.0   0.0   0.1   0.2   0.4   0.8   1.3   2.1   2.9   4.0   5.1   6.2   7.2   7.9   8.3   8.4   8.0   7.4   6.6   5.6   4.6   3.7   2.8   2.1   1.5   1.0   0.7   0.4   0.3   0.2   0.1   0.1   0.0   0.0   0.0   0.0   0.0   0.0   0.0     x     x   0.0     x     x     x     x     x     x     x     x     x     x     x     x     x     x     x     x     x     x     x     x     x     x     x     x | 16.05
              Bold is each team's most likely outcome.
              0.0 means the outcome occurred, but fewer than 500 times.
              x means the outcome never occurred.
              Blank outcomes are impossible
              Playoffs:
              Code:
                 |    Qu    RP    Cg    Ck    Da    Cr    Ha    Br    Pr    Ya    SL    Un |   BYE
              ------------------------------------------------------------------------------------
              Qu |           x   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.0   0.1   0.1 |  99.7
              RP |     x         0.0   0.0   0.3   0.3   0.3   0.3   0.3   0.3   1.4   2.1 |  94.7
              Cg |   0.0   0.0         0.1   1.6   1.6   1.6   1.6   1.7   1.6   6.4   8.5 |  73.1
              Ck |   0.0   0.0   0.1         2.2   2.2   2.2   2.2   2.2   2.2   8.0  10.5 |  64.8
              Da |   0.0   0.0   0.3   0.5         5.8   5.8   5.8   5.8   5.8  11.3  11.8 |  11.2
              Cr |     x   0.0   0.3   0.5   5.8         5.8   5.8   5.8   5.8  11.4  11.8 |  11.1
              Ha |   0.0   0.0   0.3   0.5   5.8   5.8         5.8   5.7   5.8  11.4  11.7 |  11.2
              Br |   0.0   0.0   0.3   0.5   5.8   5.8   5.8         5.9   5.8  11.4  11.7 |  11.1
              Pr |   0.0   0.0   0.3   0.5   5.8   5.8   5.8   5.8         5.8  11.4  11.8 |  11.1
              Ya |   0.0   0.0   0.3   0.5   5.8   5.8   5.8   5.8   5.8        11.3  11.7 |  11.1
              SL |     x   0.0   0.1   0.2   2.0   2.0   2.0   2.0   2.0   2.0         2.0 |   0.7
              Un |     x   0.0   0.1   0.1   0.9   0.8   0.8   0.9   0.8   0.8   0.9       |   0.1
              
              Hosts on the left, visitors across the top.
              
                    KRACH |   1st    QF    SF     F
              -------------------------------------
              Qu |  303.7 | 100.0  96.5  78.9  57.2
              RP |  153.3 |  99.7  87.5  57.0  24.1
              Cg |   91.1 |  96.3  69.4  26.7   8.7
              Ck |   81.4 |  94.3  62.9  21.8   6.7
              Da |   39.5 |  61.2  13.7   2.6   0.5
              Cr |   39.5 |  61.3  13.7   2.6   0.5
              Ha |   39.5 |  61.3  13.7   2.6   0.5
              Br |   39.5 |  61.3  13.6   2.6   0.5
              Pr |   39.5 |  61.3  13.7   2.6   0.5
              Ya |   39.5 |  61.3  13.7   2.6   0.5
              SL |   20.2 |  25.2   1.2   0.1   0.0
              Un |   15.3 |  16.8   0.4   0.0   0.0
              0.0 means the outcome occurred, but fewer than 500 times.
              x means the outcome never occurred.
              RPI Pep Band
              GO GO GO YOU RED RED RED!!! and I guess Yale?
              🎶🎺🎺🎺 LET'S GO BLUES!

              2017-2018 RPI Pick to Click – Champion
              2013-2016 RPI Pick to Click – Back-to-Back-to-Back Runner-Up
              2014-15, 2018-19 ECAC Pick the Standings – Last Place

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