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Showing posts sorted by relevance for query ncaa tournament bracket math. Sort by date Show all posts
Showing posts sorted by relevance for query ncaa tournament bracket math. Sort by date Show all posts

Tuesday, March 19, 2019

"What are the odds?" Duke and Carolina Will Meet in the NCAA Tournament, and When

Duke/Carolina is arguably the fiercest rivalry in all of college sports. I can understand if you choose The Game (since they did fight an actual war at one point), but results this century don't encompass a compelling argument:



And between North Carolina and Duke, the two schools rank #3/#4 in all-time wins, have 48/42 NCAA tournament appearances, 20/16 Final Fours, and 11/11 championship game appearances (all figures are respective). So it's fairly surprising that we've never met in the NCAA tournament (we met once in the NIT, in 1971).

The committee never puts us in the same region, so the Final Four would be the earliest meeting. And even for the best teams, it's more likely than not that they won't make the Final Four. So this proposition is definitely a long shot, but not impossible; it almost happened in 1991 in the title game. So when is it expected to happen?

I started by gathering the seedings for both us and Dook over the past 20 seasons (we also missed the tournament 3 times...):


AverageMedianModeMaxMinStandard Dev
Carolina321182.53
Dook1.921161.33

We've had more variance, but the most likely seed for both teams is a 2. We also have been on the same side of the bracket only 5 times in this period, or 25% of the time (in other words, 25% of the time we could have met in the Final Four, and the rest of the time would have been in the title game).

Next, I drew a fairly deep sample of the odds a generic 1 through 8 seed makes the Final Four using the past 5 seasons of my model:



SeedProb FF
128.93%
223.73%
312.51%
410.59%
57.67%
64.34%
72.98%
82.20%

Note:
I threw out 
Kentucky's region from 2015. Talk about an outlier: 78.5% to make the Final Four!

So now for the math on an outcome I certainly hope to never see; I actually agree with Coach K, who stated in '91 "that he never wanted the two schools to play in the last game of the season because it would be too devastating for the loser." (Chansky, Blue Blood: Duke-Carolina

Monday, March 18, 2019

The Bump (or Lack Thereof) From Winning Your Conference Tournament

My friend/former "splash bro" intramural teammate submitted the following query: Do teams that win their conference tournaments go further in the NCAA tournament?

I looked at every power conference tournament champion since 2002 (chosen since it was the first year KenPom released ratings), which encompasses the ACC, Big 10, Big 12, Big East, SEC, and Pac 12. 

I seriously considered leaving out the Pac 12, since the last time they won the whole thing was 1997 with Arizona. However, if I used that cutoff, I would have had to eliminate the Big 10 too, as they last won in 2000 with Michigan State... (no, Maryland does not count)

YearChampionConferenceWon Conf?
2018VillanovaBig East1
2017North CarolinaACC0
2016VillanovaBig East0
2015DukeACC0
2014ConnecticutAAC0
2013LouisvilleBig East1
2012KentuckySEC0
2011ConnecticutBig East1
2010DukeACC1
2009North CarolinaACC0
2008KansasBig 121
2007FloridaSEC1
2006FloridaSEC1
2005North CarolinaACC0
2004ConnecticutBig East1
2003SyracuseBig East0
2002MarylandACC0

8 of the past 17 champions won their conference tournament, 8 more were at-large from power conferences, and the only non-power conference champion was Connecticut (AAC) in 2014.

There are anecdotal examples for each extreme: Connecticut going on their run in 2011, winning 11 consecutive games en route to the title, or Virginia, dominating the ACC all year last year and then losing to UMBC. 

All in, this is how all conference tournament victors performed:

FinishCount%Cumul %
First Round1413.7%100.0%
Second Round2019.6%86.3%
Sweet 162625.5%66.7%
Elite 81716.7%41.2%
Final Four1110.8%24.5%
Championship65.9%13.7%
Champion87.8%7.8%
Total102100.0%100.0%

Sunday, March 15, 2015

NCAA Tournament Bracket Math for the MDS Model

Quick turnaround this year:

Here are the picks by the MDS Model for this year's NCAA tournament, as well as the win probabilities (using Log5).


Note: The winning score prediction was gathered from Massey Ratings.

Monday, March 17, 2025

NCAA Tournament 2025 Bracket Math for the MDS Model

By almost any rating system, North Carolina deserved to be in the tournament.

For those who are still reading and didn't rage quit this post written by a UNC grad, this year's composite contains 4 models:

As always, I use a weighted average of these 4 ratings, which smooths out the final Aggregate ratings that I use to project the tournament.

First I will bore you with evidence that Carolina did in fact deserve to be in, per any advanced metric rating system. KenPom: #33, Powerrank: #42, Seven Overtimes: #33, Nate Silver: #33, and by my overall model, we rank #35. Compare this to:
  • The other First Four at-large teams:
    • Xavier: #40
    • San Diego St: #41
    • Texas: #47
  • And the other first few teams out:
    • Boise St: #42
    • Colorado St: #44
    • Indiana: #46
    • West Virginia: #50
    • UC Irvine: #55

Given that 68 teams get in (for now), we deserved to be one of them. Credit to @wagner_seymour and @michaelwatson2:


Now the bracket math. Note: For simplicity, I've taken the highest rated team in each play-in game and included them

SeedTeam1st Round2nd RoundSweet 16Elite 8Final FourChampionshipChampion
South
1Auburn100.00%99.33%74.82%57.12%40.41%24.17%13.97%
16*Alabama St.100.00%0.67%0.03%0.00%0.00%0.00%0.00%
8Louisville100.00%57.97%16.10%8.83%4.25%1.58%0.55%
9Creighton100.00%42.03%9.06%4.25%1.72%0.52%0.15%
5Michigan100.00%58.79%32.00%10.20%4.69%1.66%0.55%
12UC San Diego100.00%41.21%18.93%4.68%1.76%0.49%0.13%
4Texas A&M100.00%73.29%40.64%13.61%6.51%2.40%0.84%
13Yale100.00%26.71%8.42%1.30%0.33%0.06%0.01%
6Ole Miss100.00%55.92%27.54%12.28%4.40%1.52%0.49%
11*North Carolina100.00%44.08%19.25%7.50%2.30%0.68%0.19%
3Iowa St.100.00%81.44%48.43%24.88%10.47%4.28%1.65%
14Lipscomb100.00%18.56%4.77%0.96%0.14%0.02%0.00%
7Marquette100.00%54.44%22.56%10.84%3.79%1.28%0.40%
10New Mexico100.00%45.56%17.05%7.46%2.32%0.70%0.19%
2Michigan St.100.00%89.90%58.50%35.76%16.88%7.77%3.40%
15Bryant100.00%10.10%1.90%0.32%0.03%0.00%0.00%
West
1Florida100.00%98.07%81.12%61.26%43.93%28.61%17.26%
16Norfolk St.100.00%1.93%0.26%0.02%0.00%0.00%0.00%
8Connecticut100.00%58.89%12.33%5.48%2.16%0.71%0.21%
9Oklahoma100.00%41.11%6.30%2.27%0.71%0.19%0.04%
5Memphis100.00%57.62%25.21%6.79%2.76%0.95%0.28%
12Colorado St.100.00%42.38%15.59%3.34%1.12%0.31%0.07%
4Maryland100.00%83.02%54.28%20.27%10.73%4.95%2.02%
13Grand Canyon100.00%16.98%4.91%0.57%0.11%0.02%0.00%
6Missouri100.00%62.70%30.42%13.90%4.80%1.88%0.64%
11Drake100.00%37.30%13.68%4.59%1.11%0.31%0.07%
3Texas Tech100.00%84.24%52.05%27.48%11.26%5.19%2.13%
14UNC Wilmington100.00%15.76%3.85%0.70%0.09%0.01%0.00%
7Kansas100.00%64.90%28.38%14.09%4.93%1.96%0.68%
10Arkansas100.00%35.10%10.61%3.73%0.86%0.23%0.05%
2St. John's100.00%93.48%60.15%35.42%15.44%7.53%3.28%
15Omaha100.00%6.52%0.86%0.09%0.01%0.00%0.00%
East
1Duke100.00%98.75%81.14%63.18%43.15%28.10%17.18%
16*American100.00%1.25%0.12%0.01%0.00%0.00%0.00%
8Mississippi St.100.00%49.82%9.31%4.20%1.41%0.44%0.12%
9Baylor100.00%50.18%9.44%4.28%1.45%0.45%0.12%
5Oregon100.00%59.80%24.98%5.83%1.92%0.58%0.16%
12Liberty100.00%40.20%13.26%2.25%0.56%0.12%0.02%
4Arizona100.00%81.45%55.48%19.53%9.16%4.00%1.59%
13Akron100.00%18.55%6.28%0.72%0.12%0.02%0.00%
6BYU100.00%48.89%22.52%8.15%2.58%0.92%0.29%
11VCU100.00%51.11%24.07%8.96%2.92%1.07%0.35%
3Wisconsin100.00%89.09%51.74%22.92%8.96%3.91%1.55%
14Montana100.00%10.91%1.66%0.16%0.01%0.00%0.00%
7St. Mary's100.00%72.62%28.14%14.67%5.44%2.25%0.85%
10Vanderbilt100.00%27.38%5.46%1.61%0.30%0.06%0.01%
2Alabama100.00%93.51%65.28%43.37%21.99%12.26%6.33%
15Robert Morris100.00%6.49%1.12%0.16%0.01%0.00%0.00%
Midwest
1Houston100.00%98.27%66.08%49.23%33.12%18.77%10.69%
16SIU Edwardsville100.00%1.73%0.09%0.01%0.00%0.00%0.00%
8Gonzaga100.00%67.96%26.43%16.90%9.45%4.25%1.92%
9Georgia100.00%32.04%7.40%3.41%1.30%0.37%0.11%
5Clemson100.00%71.57%42.53%14.94%7.09%2.61%0.97%
12McNeese St.100.00%28.43%10.76%1.88%0.51%0.10%0.02%
4Purdue100.00%74.06%39.16%12.58%5.56%1.88%0.64%
13High Point100.00%25.94%7.54%1.04%0.23%0.03%0.01%
6Illinois100.00%59.21%31.72%13.39%4.94%1.67%0.57%
11*Xavier100.00%40.79%18.27%6.18%1.79%0.47%0.12%
3Kentucky100.00%80.29%45.17%20.15%7.90%2.85%1.03%
14Troy100.00%19.71%4.84%0.84%0.12%0.01%0.00%
7UCLA100.00%60.19%21.23%10.31%3.49%1.08%0.33%
10Utah St.100.00%39.81%10.70%4.13%1.05%0.24%0.05%
2Tennessee100.00%90.91%65.94%44.57%23.39%11.48%5.67%
15Wofford100.00%9.09%2.13%0.42%0.05%0.00%0.00%
Totals64.0032.0016.008.004.002.001.00
SeedTeam1st Round
16*Alabama St.53.41%
16*St. Francis46.59%
16*American52.12%
16*Mount St. Mary's47.88%
11*San Diego St.46.16%
11*North Carolina53.84%
11*Texas41.87%
11*Xavier58.13%

Some notes:

  • A super chalky bracket, with all four 1-seeds favored to make the Final Four, and all at 40%+ with the exception of Houston
    • This is thanks to Gonzaga (#7 in my rating) as Houston's likely second round opponent
  • These four 1-seeds are the only teams with > 10% to win it all, with Florida, Dook, and Auburn a step above (in that order (barely))
    • Dook is BARELY the highest rated team, but has a slightly harder route (Caleb Love or Grant Nelson, please) and comes in less than 0.1% lower in chances to win it all because of it
  • The relative strength/weakness of the two 1 seeds facing play-in 16 seeds is very elevated - Auburn and Dook both have 99% chance of moving on (hoping for a jinx here)
Full rankings:

RankSeedTeamRating
11Duke94.77
21Florida94.70
31Auburn93.76
41Houston93.20
52Alabama91.24
62Tennessee90.41
78Gonzaga88.89
82Michigan St.88.66
92St. John's88.58
104Maryland87.59
113Texas Tech87.59
124Arizona86.85
133Wisconsin86.82
143Iowa St.86.73
157St. Mary's86.01
165Clemson85.82
173Kentucky85.51
188Louisville85.34
194Texas A&M85.23
207Kansas85.23
216Missouri85.04
224Purdue84.64
236Illinois84.62
245Michigan84.58
256Ole Miss84.30
2611VCU84.16
277Marquette83.95
286BYU83.77
297UCLA83.42
305Memphis83.18
318Connecticut82.75
329Creighton82.54
3310New Mexico82.40
349Georgia82.39
3511North Carolina82.22
378Mississippi St.81.89
369Baylor81.95
385Oregon81.62
3912UC San Diego81.48
4011Xavier81.37
4111San Diego St.80.88
4211Drake80.52
4312Colorado St.80.50
4410Arkansas79.89
4510Utah St.79.82
469Oklahoma79.62
4711Texas78.50
4812Liberty78.16
4912McNeese St.77.87
5010Vanderbilt77.62
5113Yale76.56
5213High Point75.64
5313Akron74.37
5413Grand Canyon74.27
5514Lipscomb74.26
5614Troy73.62
5714UNC Wilmington73.58
5815Wofford71.78
5915Bryant70.86
6015Robert Morris70.11
6114Montana69.64
6215Omaha67.48
6316Norfolk St.65.85
6416SIU Edwardsville63.71
6516American63.49
6616Mount St. Mary's62.75
6716Alabama St.59.26
6816St. Francis58.07