Showing posts with label Kemba Walker. Show all posts
Showing posts with label Kemba Walker. Show all posts

Monday, April 4, 2011

Shelvin Mack and the NBA Draft: Why Mack Should Stay in College

In this week’s post, I will advance the argument that one of my favorite players in college basketball – Shelvin Mack of Butler University – should forgo the NBA for one more year, and return to college for his senior year of eligibility.  To make such an analysis more accessible, I will start with a glossary of statistical terms, which can be referred to by the reader:
SPR = [2PFGM + 1.5(3PFGM) + (FTM/2) + AST]/[FGA + (FTA/2) + AST + TOV]
TAPPS = PTS/[FGA + (FTA/2) + TOV]
TOT = TOV/[TOV + FGA + (FTA/2) + TRB + STL + AST]
SSI = FTA/FGA
SAR = [FGA + (FTA/2)]/AST
3PR = 3PFGA/FGA
3PS = 3PFGM/FGM
E = SPR + TAPPS + (1 – TOT)
wCE = (MPG/48) x [SPR + TAPPS + (1 – TOT)]
P/E = Salary/[SPR + TAPPS + (1 – TOT)]
wP/E = Salary/(MPG/48) x [SPR + TAPPS + (1 – TOT)]
EG = (Present Year’s E – Previous Year’s E)/(Previous Year’s E)
wEG = (Present Year’s wCE – Previous Year’s wCE)/(Previous Year’s wCE)

I am very much looking forward to tonight’s game for the NCAA Men’s Division I basketball championship.  Both teams, Butler University and the University of Connecticut, appeal to me for a common reason – they both play an intense brand of team basketball on both ends of the floor – as well as for differences in the most obvious aspects of their profiles:  Butler is clearly an underdog, a small school whose team system has cultivated an identity greater than any individual on their team (including its coach); meanwhile UConn is so compelling to watch because of both the wonderful exploits of one player in particular (Kemba Walker) and, love him or hate him, a coach (Jim Calhoun) who stridently preaches the virtues of a proper team game – while simultaneously, perhaps ironically, displaying a personality that is bigger than the team itself.

But the focus of today’s post is going to be Shelvin Mack, the guard for Butler University who, over the last two post-seasons, has played himself into the national spotlight – despite the fact that, like all underdogs, he arrives from a modest pedigree.  My concern for Mack, as wonderful as I think he is (and as much as I hope to see him get as much out of a basketball career as he desires), is that he might believe all the hype, and forgo his final year of college eligibility in an effort to turn professional.  As recently as this morning, on as big a platform as the New York Times, Mack has been hailed as a fringe first-round pick in the upcoming NBA draft – and though this may be true, I believe Mack can do even better if he returns to college, works on his game, and puts off the professional world until 2012.

As a basis of comparison, and to better illustrate why I believe Mack should return to school to polish his game, I will compare his statistics (both the traditional and alternative) over the last two years with those of his counterpart in tonight’s championship game, Kemba Walker of UConn, who is undoubtedly ready for the professional ranks, and will likely be a top 10 pick in the draft.  We will start with the traditional statistics:

                        PPG      AST      REB      FG%     FT%      3P%

Mack, 2010     14.1     3.0       3.7       .454     .734     .391
Mack, 2011     16.1     3.5       4.4       .412     .773     .353

Walker, 2010  14.6     5.1       4.3       .403     .767     .339
Walker, 2011  23.7     4.6       5.4       .432     .818     .336

If you go by the traditional statistics, you will see that in 2010, the sophomore year for both players, Mack and Walker put up very similar numbers – Walker had slight edges in scoring, rebounding and free throw shooting, and a sizable advantage in assists; Mack had a big edge in field goal and three-point shooting.  If you were blinded to the identities of each player, and only had access to their statistics, it would be very hard to tell the sophomore Mack and the sophomore Walker apart.  Indeed, if all you knew about them was that they were sophomore guards playing at a nationally competitive level of Division I basketball, a reasonable person might conclude that each player was very good, but probably not ready for the professional ranks – which likely would have been true.

But there has been some separation between Walker and Mack during their junior years:  Most obviously, Walker has increased his scoring by over 60%, while Mack increased his by about 14%.  And though both players showed improvement in most statistical categories, Walker has seemed to improve more:  Both were pretty good free throw shooters last year who have gotten better this year, but Walker has widened the gap in his superiority; both got a fair amount of rebounds for backcourt players last year, and are doing even better this year, but Walker, again, has widened his considerable advantage; and although Walker’s assists have gone down this year (as he has become the finishing focus of the UConn offense), and Mack’s have gone up, Walker still averages more than one assist a game more than Mack.

What might be most telling about the traditional statistics and the professional readiness of these two players, however, is their field goal shooting:  As each player gained a year of experience, Walker demonstrated improvement in both overall and three-point shooting, while Mack declined in both.  In defense of Mack, he clearly benefited from the presence on his team last year of Gordon Hayward, who is now playing in the NBA, and has probably had to work harder to find his shots on the floor.  But as of the last game of their junior years, Walker is the slightly better field goal shooter, and he and Mack have similar skill behind the arc.

A reasonable person might review the statistics of these two players’ junior years, blind to their identity, and conclude that both are very good – but only one is clearly ready for the pros.  And that player would be Walker.

Now let’s turn our eyes to the alternative statistics, which I believe will argue the case, even more emphatically, that Mack is not quite ready for the NBA.  Again, we will look at Mack – with the NBA-ready Walker as a basis for comparison – over the last two years.  We will start with the alternative statistics that more aptly describe the style of each player’s game (the qualitative measures), before we move on to the statistics that more accurately reflect execution (the quantitative numbers).  We will start with the Shot-to-Assist Ratio (SAR), the Shot Selection Index (SSI), the 3-Point Rate (3PR), and the 3-Point Skew (3PS):

                        SAR      SSI        3PR      3PS

Mack, 2010     4.15     .258     .435     .375
Mack, 2011     4.27     .322     .492     .421

Walker, 2010  2.78     .536     .297     .250
Walker, 2011  4.75     .428     .310     .241

So what do these qualitative statistics say about how each player approaches the game?  Well, for one, it would state that during the current season, both Mack and Walker play the same “position”:  With SARs of 4.27 and 4.75, respectively, both players would qualify within the second quintile of the Basketball I.Q. classification, known as Combination Distributors.  Interestingly, last season Walker had a much lower SAR – low enough to qualify him within the first quintile, referred to as Primary Distributors – but through a combination of refining his game over the summer and being asked to fill a different role by his coaches, he, too, is now a Combination Distributor.  As such, it is entirely fair to compare Mack to a standard that is defined by Walker, since they have virtually identical patterns in which they choose to dominate the ball or distribute it.

From there on in, there are qualitative aspects to Mack’s game that leads one to wonder whether he is ready for the next step.  For starters, his SSI this year is only .322, which is actually an improvement over last season’s .258.  Put simply, this means that Mack takes about one-third as many free throws as field goal attempts, which is just about the average for an NBA player.  The problem is, most players who go on to the pros see a significant dip in their SSI from their college days – meaning that they are taking shots that have a lower probability of going in, in which their opponents are less likely to foul, or defend with too much aggression.  While it is good news that Mack’s SSI improved from his sophomore year to his junior year, in reality he went from being below average in his shot selection to simply average – with the next level of competition representing a significant obstacle to improvement in this regard.

By contrast, Walker’s SSI from his sophomore year to his junior season went from absolutely astounding (.536, a number you might see in a low-post player) to simply excellent (.436) – and it is entirely possible that this calculated free throw rate went down because Walker is such an excellent free throw shooter (81.8%) that his opponents were better off letting him shoot, rather than giving him two free shots.

The other red flag that does not bode well for Mack’s performance at the next level is the rate at which he shoots 3-point shots, and the bulk of his scoring for which those shots account.  Nearly half of Mack’s field goal attempts (.492) are 3-pointers, and it accounts for greater than 40% of his made baskets.  This is not necessarily a problem, except that at the next level, the three-point arc will be about three feet further back, and you would expect his college-based performance to thus fall off significantly in this regard.  Furthermore, Mack’s 3PR and 3PS – both of which increased significantly from his sophomore to junior season – might be of less concern if he were a remarkably good 3-point marksman.  Mack’s 3-point shooting, however, declined over the last year – perhaps a reflection, again, of not having Hayward to relieve perimeter pressure, but it’s not as if the perimeter defense in the NBA gets any easier (unless you are playing the Knicks).

Walker, by contrast, does not rely significantly on the 3-point shot – in both his sophomore and junior seasons, they accounted for less than a third of his shots, and only a quarter of his makes.  As such, the contribution that Walker’s game receives from the 3-point ball would be expected to be less affected by an arc that is three feet further away.

Now let’s turn our eyes to the alternative statistics that define quantitative execution: the Successful Possession Rate (SPR), the Turnover-Adjusted Points per Shot (TAPPS), and the Turnovers per Touch (TOT).

                        SPR      TAPPS    TOT

Mack, 2010     .571     .963       .091
Mack, 2011     .552     .924       .093

Walker, 2010  .561     .861       .103
Walker, 2011  .573     .983       .063

Two things immediately stand out when you observe Mack’s statistics: 1) For the current season, they are nowhere near as good as the standard for comparison (Walker); and 2) they dropped off from last season to this.  Even using his best of the last two seasons (2010), you might argue that Mack just isn’t quite there: though his SPR and TAPPS last year were pretty good, his TOT is not good at all – Mack must take better care of the ball as he moves forward.  Walker, meanwhile, has a pretty good SPR this year, an extremely good TAPPS, but an absolutely phenomenal TOT – meaning he should be able to take most of whatever the NBA defenses throw at him.

There is one more point to consider, though for academic purposes only:  As discussed, the use of traditional statistics would have a reasonable person conclude that last season (2010), Walker was a better player than Mack.  However, confining ourselves to the 2009-10 season alone, a review of the alternative statistics clearly demonstrates that, last season, Mack was the better player:  He had a higher SPR (despite playing in a higher quintile than Walker last year, as higher quintiles generally result in lower SPR), a much higher TAPPS, and a better TOT.

This point is not intended to argue that Mack should enter the NBA next season, because last year he was better than an NBA-ready player (Walker).  Rather, it is meant to demonstrate that last year, neither player was ready for the NBA – and that this year, one player has demonstrated sufficient growth to warrant entry to the next level (Walker), while the other has exhibited a developmental plateau (Mack).  In fact, the next set of alternative statistics will demonstrate the growth differentials between the two players that ultimately define their readiness for the NBA:  Earnings (E), weighted Cumulative Earnings (wCE), Earnings Growth (EG), and weighted Earnings Growth (wEG).

                        E          wCE     EG                    wEG

Mack, 2010     2.44     1.88     --                      --
Mack, 2011     2.38     1.90     -2.46%             1.06%

Walker            ,2010   2.32     2.05     --            --
Walker, 2011  2.49     2.35     7.33%              14.63%

As a cumulative measure of all alternative statistics, Mack just does not meet the benchmark set by Walker.  And if you are trying to predict growth in the future – particularly growth that might occur at a more formidable level – Mack has been flat, while Walker has been explosive.  Both players have been able to sustain their games while playing more minutes (which is why Mack’s weighted earnings growth is positive, despite a negative unweighted earnings growth).

Taken altogether, the alternative statistics yield one surprise (Shelvin Mack was a better player than Kemba Walker in 2009-10) and one obvious conclusion (only Walker is now deserving of a lottery pick).  As such, it is my recommendation – indeed, my hope – that Mack will return to Butler for one more year of school, and one more season of basketball.  Such a decision, the statistics have me believe, would benefit Mack; benefit Butler; and, in 2012, benefit the NBA.

I suppose it might be argued that, just because one player is not as good as another, that does not necessarily mean the lesser player should not declare himself for the draft.  My retort to that argument is that, if a player is leaving eligibility on the table, then it is incumbent upon him to be every bit as good as any other player at his position who might also enter the draft – otherwise he is selling himself tremendously short.  And if the counter to that argument is one of hardship (the “Take the Money” argument), I would reply that this is not relevant to a late first-round or early second round pick – one extra year of $1 million really is not going to change anybody’s life, even a poor person’s, as weird as that may sound (perhaps a future post might take on the decision analysis of entering the draft one year early, and what the differences in post-tax income amount to -- I bet it's pretty small).

And, of course, the NBA is filled with stories of players who came back for one more year, despite the virtual certainty of being a first-round pick, and got themselves a decade’s worth of return for just one year of college basketball (e.g., Andre Miller of Utah, 1998-99) – and many more stories of players who left college a season or two early, and probably lost out on the better part of a career (e.g., William Avery of Duke, 1999-2000).

If Mr. Mack should read this post, I want him to know that I write this not because I am keen on being his critic, but because I greatly admire his game and wish him the best.  I’ll be pulling for Butler tonight, and would like nothing more than for Mack’s constancy to be rewarded.  I even look forward to watching him play at Madison Square Garden one day, hopefully for the home team.

Just not until 2012.

Wednesday, February 9, 2011

Win One for the Jimmer?

This week, we will identify the college basketball player who, to this point in the season, could reasonably be considered the Player of the Year.  To make such an analysis more accessible, I will start with a glossary of statistical terms, which can be referred to by the reader.
SPR = [2PFGM + 1.5(3PFGM) + (FTM/2) + AST]/[FGA + (FTA/2) + AST + TOV]
TAPPS = PTS/[FGA + (FTA/2) + TOV]
TOT = TOV/[TOV + FGA + (FTA/2) + TRB + STL + AST]
SSI = FTA/FGA
SAR = [FGA + (FTA/2)]/AST

If the college basketball season were to end today, the John Wooden Award for national Player of the Year would almost certainly go to Brigham Young University’s Jimmer Fredette.  After all, he really is a great player, stringing together one terrific individual performance after another for a very good team that would, nevertheless, be quite ordinary without him, all the while leading the nation in scoring.

And then there’s the name.

Jimmer.  He sounds All-American, as if he walked directly off the screen of “Hoosiers” and right onto a Mountain West basketball court:  “Let’s run ‘em out there, Coach – Merle.  Ollie.  Strap.  And Jimmer.”

But with all due respect to the Jimmer – and I believe he is due his fair share – I wanted to compare him to other players whose names, as ordinary as they may be, enter fairly into the debate on college basketball’s best player.  Since ESPN.com recently ran a piece in which Fredette was considered for the award in a field that included Ohio State’s Jared Sullinger and Connecticut’s Kemba Walker, I have decided to narrow my mid-season finalists to those three players.  And though I don’t consider him to be a serious candidate for national Player of the Year, I have decided to include Duke’s Kyle Singler as a basis for comparison, since he played so admirably in leading his team to a national championship last season, and once again leads a juggernaut this year.

Let’s start by comparing the four players’ traditional statistics:

                        PPG      RPG     AST      FG%     FT%

Fredette          27.6     3.5       4.2       .474     .885
Walker            23.4     5.3       4.3       .427     .820
Sullinger          18.0     10.1     1.4       .582     .710
Singler             18.1     6.1       1.5       .449     .800

By these measures, I believe the Jimmer would earn the nod over Sullinger and the others, on the strength of his scoring, phenomenal free throw shooting, and very good field goal shooting (made even more impressive when considered that more than 40% of his field goal attempts are three-pointers).  Sullinger has a wide margin over the other players in terms of rebounds and his field goal shooting, but the Jimmer is equal or superior to his competitors in the other traditional categories.  Give Round One to the Jimmer.

Now, a reasonable knock on a player like the Jimmer, of course, is going to be the level of competition that he has faced.  A Mountain West Conference player, the argument might go, does not have to face teams like those found by players in the ACC, Big Ten, or Big East.

And in 2010-11, that statement is true – though not in the manner that most might expect.  With the exception of a player in the Big East, a Mountain West player has to face much stiffer competition than a player from the ACC or Big Ten.  The Big East is the toughest conference in the country this season, but the Mountain West – with BYU and San Diego State emerging as possible Final Four candidates; with UNLV as an established national program; and with New Mexico looming – is right up there.

Look at the numbers.  By the Rating Percentage Index (RPI), Jimmer’s BYU squad has faced the ninth most difficult schedule in the country this season, which is the toughest schedule faced of any of the four players examined here.  Compare that to Walker’s UConn, who has faced the thirteenth-toughest schedule; Sullinger’s Buckeyes, who have faced the thirty-sixth toughest schedule; or to Singler’s Duke, who, in a down year for the ACC, has faced the fifty-ninth toughest road!  On strength of schedule, give Round Two to the Jimmer.

A second possible detraction from the Jimmer’s candidacy might be the definition of what a “Player of the Year” or “Most Valuable Player” is.  Some might argue, as it is often done in professional baseball, that an MVP-type award should be given to the most valuable player on one of the most competitive teams.

By this definition, you could reasonably give the Player of the Year to any of the four mentioned here:  Each is the centerpiece of a highly competitive team.  But by RPI rankings, BYU is the best team in the country; Ohio State is the third-best; Duke is the eighth; and UConn is the ninth.  Once again, Round Three goes to the Jimmer.

But now let’s look at the same players again, using the less traditional, Basketball I.Q. statistics:

                        SAR      SSI        TAPPS    SPR    TOT

Fredette          5.41     .356     1.08       .605   .089
Walker            5.10     .391     0.98       .568   .058
Sullinger          10.2     .673     1.12       .598   .050
Singler             10.7     .272     1.02       .548   .063

By these numbers, Ohio State’s Sullinger appears to have the edge.  His shot selection (SSI) is fantastic, and by far the best amongst the four.  Players of his Shot-to-Assist Ratio (SAR) quintile (fifth quintile, or Finisher), however, generally have higher SSIs because they shoot so close to the basket; Fredette and Walker, who are third quintile Balanced Scorers, have SSIs that, though nowhere near as good as Sullinger’s, are pretty good for players with a strong perimeter game.  Singler has a below-average SSI – almost certainly because 43.9% of his shot attempts are three-pointers, and in this way Singler is the collegiate version of Charlie Villanueva.

Sullinger also has the highest Turnover-Adjusted Points per Shot (TAPPS) of all four players – in part because of his excellent shot selection and field goal shooting, and in part because he takes extremely good care of the ball:  his Turnovers per Touch (TOT) is a very low .050, the best among the group (although low-post players should have lower TOTs than players who handle and pass the ball more, like Walker and Fredette).  That said, Fredette probably turns the ball over a little too much for a player who shoots as readily as he does, and Walker’s TOT of .058 is downright impressive in light of how much he passes, and the competition he faces.

Sullinger’s Successful Possession Rate (SPR) of .598 is extremely high for a Finisher (whose numbers do not benefit from the skew provided by assist totals), and perhaps more impressive than Fredette’s SPR of .605, which is aided significantly by his assists.  In the context of player quintile, Sullinger’s SPR is the most impressive of the lot.

And so, by the non-traditional statistics, Round Four goes to Sullinger.

So, with the traditional basketball numbers favoring the Jimmer, and the non-traditional statistics tipping toward Sullinger, I’ll have to go with team achievement as the tie-breaker.  Fredette’s BYU team is, currently, the best in the country (by RPI), and Fredette has led his team against a much more difficult schedule than Sullinger has (also by RPI).  As such, I’ll give the mid-season Player of the Year award to the Jimmer.

But I’d like to examine one more question before concluding:  Of the four players, who would I predict to make the better NBA player?

A few statistics stick out in my mind here, not the least of which is the players’ varying three-point basket rates.  If you look at the players’ 3-Point Rates (3PR, or 3PFGA/FGA) – I was tempted to name this stat the “D’Antoni Index” – Fredette and Singler take 41.7% and 43.9%, respectively, of their shots from behind the arc.  And if you look at what I refer to as their 3-Point Skew (3PS, or 3PFGM/FGM), 36.8% of Fredette’s buckets, and 36.4% of Singler’s, are of the three-point variety.  This does not bode well for either player in the NBA, where the arc will be pushed back another three feet behind the key, and another 15 inches at the corners.  Since so much of each of these players’ production is generated from three-point shots – particularly their TAPPS and SPR – I would expect a serious decline at the professional level.

Compare this to Walker, whose 3PR is only .325, and whose 3PS is only .250; or to Sullinger, whose 3PR is a negligible .040, and whose 3PS is only .014 (clearly, Sullinger only heaves the three as the shot clock winds down, or the half concludes).  The increased difficulty of scoring a three will have less of an impact on Walker at the professional level, and no impact at all on Sullinger.

The other statistic to consider is the SSI:  Expect each player’s shot selection to get worse at the professional level.  This bodes extremely poorly for Singler, and the decreased trips to the foul line will de-emphasize free throw shooting for Singler, Walker and Fredette – all of whom currently feature excellent free throw shooting as one of the most valuable parts of their game.  I would expect Sullinger to also take fewer trips to the line – but if his free-throw shooting is only 71%, and his field goal shooting is above 50%, this hurts him less.

Third, I lend a tremendous amount of weight to turnovers, particularly when you consider the extraordinary level of athletic defense these players would face in the NBA.  Sullinger and Walker both have impressive TOTs – and Walker has done this as a ballhandler in a very difficult and aggressive conference.  I would predict that both of these players will figure out how to care for the ball at the next level (though expect their turnovers to nevertheless increase).

And lastly, players’ respective ages suggest who as more room to grow – and Sullinger is the youngest among the four, with Walker right behind him.

And so, as a prediction of who will step it up as a pro, I might stand by the Jimmer as the college player to envy – but my professional money is on Sullinger first, and Walker second.

Next post: Monetizing players with a Price-to-Earnings Ratio