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Showing posts with label UNC. Show all posts
Showing posts with label UNC. Show all posts

Friday, March 19, 2021

Best/Worst 4 Year Stretches in UNC Program History

Looking back at my four years attending North Carolina, it felt that I got fairly unlucky over the exact four year stretch I was there with respect to the men's basketball team's success, overlapping with the 2012 to 2015 NCAA tournaments. Three years prior, we won a title in 2009, and the the year after I left we lost in the championship game (winning another title the year after that). The furthest we advanced was the Elite Eight in 2012, so if my college career had been shifted by three years in either direction, I would have been there for a title.

I looked back to determine how low of a four year stretch my college career oversaw. While critical metrics like win percentage or how often we beat Dook matter a lot, the barometer I'll be using is how much success the teams had in the NCAA tournament. To calculate this, I assigned point values to each round, with a championship win getting a max score of 7, a championship game loss a 6, Final Four a 5, etc down to a first round exit worth 1 point and NIT/no postseason worth 0. I went back to 1975, when the tournament field expanded to 32 teams.

It turns out my graduating year (2015) ranked in a 5-way tie for 33rd out of 44 seasons by this calculation, and 35th by win percentage. So pretty far down the list, but not second to last like this year's senior class has witnessed (losing in the first round for the first time in Roy's career, plus of course a global pandemic) or the period around the Doherty years.

#2 though: 1983, the year my dad graduated from Carolina, and the #1 four year stretch in modern program history: 1984, the year my mom graduated from Carolina. Both of which witnessed Michael Jordan make the game winner in the 1982 title game.

FourYearPeriodCoachPostseasonRankTournamentRunTotalRankWinPerRunWinPer
1983–84SmithNCAA Regional Semifinal120185.15%
1982–83SmithNCAA Regional Final2191180.67%
1984–85SmithNCAA Regional Final318484.30%
1992–93SmithNCAA Championship3182875.95%
2007–08WilliamsNCAA National Semifinal318384.32%
2008–09WilliamsNCAA Championship318284.39%
2016–17WilliamsNCAA Championship3182776.00%
2017–18WilliamsNCAA Second Round3182975.92%
2018–19WilliamsNCAA Regional Semifinal3181878.96%
1981–82SmithNCAA Championship10171081.06%
1993–94SmithNCAA Second Round10171280.51%
1994–95SmithNCAA National Semifinal10171380.38%
1997–98GuthridgeNCAA National Semifinal10171579.36%
1995–96SmithNCAA Second Round14161579.36%
1999–00GuthridgeNCAA National Semifinal14163275.29%
2009–10WilliamsNIT Runner-Up14161779.35%
2010–11WilliamsNCAA Regional Final14161978.55%
1987–88SmithNCAA Regional Final1815781.41%
1990–91SmithNCAA National Semifinal18153175.60%
2006–07WilliamsNCAA Regional Final18152277.07%
2011–12WilliamsNCAA Regional Final18152476.53%
1985–86SmithNCAA Regional Semifinal2214881.36%
1986–87SmithNCAA Regional Final2214584.14%
1988–89SmithNCAA Regional Semifinal2214682.26%
1989–90SmithNCAA Regional Semifinal22142177.11%
1991–92SmithNCAA Regional Semifinal22143473.17%
1996–97SmithNCAA National Semifinal22142376.99%
1998–99GuthridgeNCAA First Round28132576.42%
2000–01DohertyNCAA Second Round28133374.99%
2015–16WilliamsNCAA Runner-Up28133672.74%
2013–14WilliamsNCAA Third Round31123075.66%
2019–20Williams31123968.94%
1977–78SmithNCAA First Round33111479.86%
1979–80SmithNCAA Second Round33112077.69%
1980–81SmithNCAA Runner-Up33112676.07%
2005–06WilliamsNCAA Second Round33113870.25%
2014–15WilliamsNCAA Regional Semifinal33113573.17%
1978–79SmithNCAA Second Round3810981.14%
2012–13WilliamsNCAA Third Round38103771.52%
2004–05WilliamsNCAA Championship4094258.84%
2001–02Doherty4184159.76%
2002–03DohertyNIT Quarterfinals4274455.69%
2020–21WilliamsNCAA First Round4364064.15%
2003–04WilliamsNCAA Second Round4444356.24%

Saturday, February 6, 2021

Carolina's Hardest Game Each Year Isn't Always Duke on the Road

Conventional wisdom (via a poll, sample size = 2) would think that the annual Duke game at Cameron Indoor is the single hardest game of the season for Carolina, with "hardest" defined as "least likely to win going into it". The easiest proxy for this is the closing spread going in to each game, looking at the largest margin(s) in which UNC was the underdog (which is equivalent to their lowest chance of winning). So I grabbed this data from Covers as far back as it goes (14 seasons).

That away game at Cameron was the hardest in 7 of the past 14 seasons, 50% of the time (I personally would have expected this to occur more often). The single lowest point was a spread of -15, at Duke in the 2009-10 season, which is roughly equivalent to a 7% chance of North Carolina winning. To the other extreme, Carolina's lowest win chances actually came as favorites in 2006-07 (60%) and 2008-09 (58%) - meaning they were favored to win every single game.


On average, the away game at Duke ranks as the 1.7th hardest on the schedule, and the home game in the rivalry ranks 6.9th.

Conference / non-conference splits shake out as you might expect, with the following average difficulty ranks:

  • Conference Games
    • Home: 24.6
    • Away: 13.5
    • Neutral: 14.3
  • Non-Conference Games
    • Home: 16.6
    • Away: 8.1

Saturday, March 7, 2020

"What are the odds?" UNC's 94 Year Win Streak Over Clemson At Home

I've been meaning to write this post for years, so it's fitting I only get to it only after college sports' most absurd streak is over.

North Carolina beat Clemson 59 consecutive times in Chapel Hill, the longest such streak in NCAAB, dating back to 1926. Admittedly, the annual component became less impressive once Miami and Va Tech joined the conference in 2004 and we stopped playing Clemson at home every year. But beating ANYONE 59 times in a row is impressive, regardless of the gulf between two programs. Even throughout fluctuations in UNC's strength (we beat them by 18 at home in the worst year (2001-02) in the program's history), the streak persisted until this year

So just how unlikely was it? Short of calculating every team's RPI (a notoriously unreliable metric) back to 1926, I tried to approximate it through a few different methodologies.

If the talent disparity each year was equal to 2005's title team (21 points better than Clemson), each win would have a 97% chance: 0.97 ^ 59 = 16.6%, or about 1 in 6. Not that crazy.

Taking the other extreme, if every year was equal to the 2002 team, where Clemson actually was slightly BETTER, factoring in home court would yield a 63.94% win probability: 0.6394 ^ 59 = 0.0000000003%, or 1 in 288,014,740,777. That's 288 billion. This is pretty close to each team being evenly matched and adding ~5 points for home court (65% win probability in each game). Which isn't a particularly satisfying answer either: this isn't representative of reality.

Over the full head-to-head records (home/away/neutral), Carolina led 128-20 (86.5%) going in to this season's game. Using this win probability gives: 0.865 ^ 59 = 0.019%, or 1 in 5,249.


MethodSingle Game ProbStreak Prob1 in...
Worst KenPom63.94%0.0000000003%288,014,740,777
Even w/ HFA65.04%0.0000000009%105,280,654,806
All-Time Win %86.49%0.019%5,249
Best KenPom97.00%16.58%6

Even so, this streak had a 0.9% chance of ending (1 in 111) late on January 11 - until that unlikely event happened too.

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

Sunday, March 17, 2019

Michigan St or Tennessee Will (Likely) Be the Team Left Off the 1 Line

Note: The following post was compiled before the SEC and Big 10 championship games had been played

Due to a couple of results from the past week, the four #1 seeds in this year's tournament are far from certain. Virginia and Dook are in (and one of them will be #1 overall), but there are conceivably 4 teams for the last 2 spots. Will the ACC get three #1 seeds, something a conference has done only once before? Will Gonzaga remain on the top line even after losing handily to a bid stealer? Or will the SEC and Big 10 get one or both?

I'm using the Bracket Matrix to try to answer this question, which is a compilation of 51 publicly available brackets, all trying to predict what the committee will do in a few hours. This compilation currently has North Carolina barely hanging on to the last #1 seed and Gonzaga solidly at #3 overall. But mine is a bigger question: who is getting boxed out of the top line?

I'm assuming that Kentucky has no shot; "Only twice in the past nine years has a 1-seed been given to a team that didn't win either its regular-season or conference tournament title." So that leaves the other 4 described above, Gonzaga/North Carolina/Tennessee/Michigan St. I then looked at every #1 seed combination on the Bracket Matrix:


Top LineCount
Virginia,Duke,Gonzaga,North Carolina24
Virginia,Duke,Gonzaga,Tennessee12
Virginia,Duke,North Carolina,Tennessee7
Virginia,Duke,Gonzaga,Michigan State3
Virginia,Duke,Tennessee,Michigan State2
Virginia,Duke,North Carolina,Michigan State1
Virginia,Gonzaga,North Carolina,Tennessee1
Virginia,Duke,North Carolina,Kentucky1
Total51

We can really ignore the last 2, which were last updated before Dook won and Kentucky lost yesterday. Of the rest, each team was left out:

Team# Times Left Out
Michigan State31
Tennessee25
North Carolina17
Gonzaga8

The ideological differences in the brackets are interesting. It looks like it comes down to Gonzaga vs Tennessee, as 31 of the 49 predictions I considered only contain one of these two schools, and only 12 leave off North Carolina in favor of BOTH Gonzaga and Tennessee. And none of these combined 43 have Michigan St. 

We'll see tonight if the committee follows the majority of forecasters here (31/49) and chooses one of Gonzaga or Tennessee, or if they go contrarian (12/49) and leave off North Carolina.