The older I get, the more I see that one of the things I love most about sports is the variety of it, the diversity of it and the CHARACTERS. Men’s tennis is at its best in many years because, for the first time in a long time, the top three or four players all have wildly different styles. The Tim Tebow story was fun on so many levels, but one of those levels was that he was just SO DIFFERENT in how he played — I’d say we are entering a great time for quarterbacks, because Tom Brady and Aaron Rodgers and Eli Manning and Drew Brees and Michael Vick and Cam Newton and Tebow and others are not really alike at all.

-- Joe Posnanski

As a basketball fan, I’ve never understood the division that exists between fans of the NBA and the NCAA. While the NBA has the best basketball players in the world, March Madness is compelling in its own right and as entertaining as anything that happens on the professional level.

In the NBA, the owners of the 30 franchises consider turning a profit and getting an equal shot at the top players a right, regardless of how well (or how poorly) they run their organization and the respective size of their fan-bases. Since every losing team is a few ping pong balls from the rights to a LeBron James, Kevin Durant or Dwight Howard, personnel determines scheme in the NBA.

In contrast, the vast majority of the 344 Division I programs in college basketball have little chance of ever receiving a commitment from a McDonald’s All-American. But instead of petulantly trying to sabotage the sport in a misguided effort to legislate fairness, schools try many creative ways of leveraging the talents of the players they can recruit. As a result, scheme determines personnel in the NCAA.

At Syracuse, Jim Boeheim has made a Hall of Fame career out of running a contrarian scheme, in his case an aggressive 2-3 zone. The Orange traditionally have rosters full of “1.5’s”, 6’3+ combo guards lacking the quickness to defend elite PG’s and the size to defend SG’s, and “3.5’s”, 6’8+ combo forwards lacking the quickness to defend elite SF’s and the size to defend PF’s. However, because Syracuse never plays man defense, the athletic deficiencies of their players are minimized.

So while nearly every NBA team runs a fairly similar system of isolations, pick-and-rolls and man defense, an incredibly diverse array of styles can be found in the college game. On one end of the spectrum, teams like Missouri play four guards and pressure the ball 94 feet for 48 minutes, on the other, teams like Wisconsin run a deliberate motion offense, trying to minimize the number of possessions and shoot at the very end of the shot-clock.

In the NBA, the players are too good for the “40 Minutes of Hell” system (which Mike Anderson has brought to Missouri and Arkansas in the last few years) to be successful. Like Mike Leach’s bizarre pass-happy offense in college football, Anderson’s system, which he learned as a member of Nolan Richardson’s staff in Arkansas in the 1990’s, has philosophical holes that professional athletes can exploit. Nevertheless, that doesn’t make them any less entertaining on the collegiate level.

And with 68 teams set to compete in the NCAA Tournament, there are a lot more surprises in the college game. Even programs ranked in the top-15 like Murray State have barely been on national TV this season.

We have a pretty good idea of how teams like the Pacers and the 76ers match up with the top of the Eastern Conference but not whether an undersized Murray State squad can handle the size of an elite team from a Power Six conference. It’s an open question how Isaiah Canaan’s speed and athleticism translates outside of the Ohio Valley Conference. Non-conference play in college basketball generally ends in late December, so it’s almost impossible to gauge how younger teams like Texas, Washington and Tennessee who have found their groove in the last two months will fare in March.

In the NBA, it’s hard to envision a scenario where Chicago, Miami and Oklahoma City aren’t three of the final four teams left in the playoffs. In the NCAA, as many as two dozen teams have a legitimate shot at making a run at the Final Four.

Of course, in terms of entertainment, none of this makes the NCAA necessarily better or worse than the NBA, just different. But, as Posnanski writes, there’s something to be said for the concept of “different” in the modern sports world. Basketball fans of all stripes should enjoy March Madness; the NBA will still be here in a few weeks.

This weekend Michigan St. beat Ohio St. by forcing Jared Sullinger to commit 10 turnovers, Texas Tech beat Oklahoma to become the final BCS team to win a conference game, Alabama head coach Anthony Grant suspended his four best players for a violation of team rules in a loss to LSU, and Texas had a huge comeback to beat Kansas St.

There were plenty of exciting games, from Louisville’s comeback against West Virginia to UNLV holding off San Diego St. on a last second steal. But the heart of the season is sort of an awkward mix. There aren’t very many surprises any more. (I already knew Florida and Creighton didn’t play defense.) And we are too far from Selection Sunday to make blanket statements. (I’m pretty sure Pittsburgh’s loss at Seton Hall means their NCAA hopes are over, but I’ll feel a lot more certain in a couple of weeks.) So rather than focus on what happened this weekend, let me spend a little time talking about some player data.

Understanding Breakout Offensive Players 

College basketball fans might think that the major contribution of Dean Oliver is the creation of tempo free player statistics. But the “tempo free” part is actually a minor part of his ORtg formula. His key contribution was figuring out how to give players credit for assists and offensive rebounds. Clearly on a possession, the player who scores the basket might not be the only player who deserves credit for the points.

Let’s take North Carolina as an example. In this table ORB=Offensive Rebounds, AST=Assists, PTS=Points Scored, and PP=Points Produced.

(Through Wed. Feb 8^th)

In terms of actual points scored, Kendall Marshall is a relatively quiet scorer in North Carolina’s rotation. But because Kendall Marshall assists on so many baskets, in Dean Oliver’s formula, Marshall gets a lot of credit. When you look at the PP (points produced) column, Marshall gets credit for almost 100 more points on the season in Oliver’s formula. Basically everyone else has to share credit for their points with Marshall. So everyone else has lower PP relative to PTS. Offensive rebounding numbers work the same way. Because Zeller grabs more offensive rebounds than Harrison Barnes, he gets some credit back.

ORtg just takes PP and divides by the number of Possessions each player uses. If you produce 115 points and use 100 possessions, your ORtg is 115.

If you want to try and back out the “weights” for assists and offensive rebounds in Oliver’s formula, you cannot. Oliver’s formula isn’t linear. Also, if PP isn’t complicated enough, Possessions also must give credit for things like assists and offensive rebounds. If you check out Dean Oliver’s book “Basketball on Paper” from the library, you’ll see the full formula fills up about a page of text and takes a chapter to explain. It is ridiculously complicated, but it does do an incredible job assigning credit based on the stats in the box score.

If you’ve been following college basketball for awhile, you probably know who the breakout players are this season. But my goal today is to tell you why those players are breakout stars. At first, I thought about generating these types of tables:

Biggest Jump in Percentage of Possessions Used

(Table includes only players with at least five games and a minimum of 25 possessions in both seasons in a top 18 conference.) 

When 80% of Penn St.’s production graduated, Tim Frazier became a high volume shooter. One of Ken Pomeroy’s classic observations is that role players rarely become high volume shooters, but when teams lose high volume shooters to graduation, it sometimes happens. I could also create this type of table:

Biggest Jump in ORtg

(Table includes only players with at least 5 games and a minimum of 25 possessions in both seasons in a top 18 conference.)

Jaquon Parker’s improvement in efficiency for Cincinnati seems very important, but has anyone even heard of Fred Gulley? (Hint: He transferred out of Oklahoma St. mid-year to attend Arkansas.) But because Gulley rarely played in either season, his explosion in ORtg isn’t terribly important. Now, I could make the list look a little more sensible with some strategic cut-offs. For example, I could require that players have over 40% of the team’s minutes in both seasons, ect. But that can be a bit of a puzzle because often breakout players go from few minutes to major minutes. 

And that’s where the PP concept from the beginning of this article comes into play. Why not take PP per Game and see how and why that has changed for various players. (Remember this isn’t literally Points Per Game, this is the Dean Oliver concept of Points Produced per Game.)

Taking these numbers, who are the Top 20 breakout players this year? I not only identify the breakout players, I can also explain why their stats have improved:

ChangePPG: Total Change in Points Produced Per Game (with credit re-assigned for assists and offensive rebounds.)  This has three components:

ChangeORTG: Given the players current role, how does the change in ORtg from last year impact the player’s Points Produced Per Game?

ChPossUsed: How does the change in percentage of shots taken (really possessions used) impact the player’s Points Produced Per Game?

ChPT: How does the player’s playing time (and team’s tempo) impact the Points Produced Per Game?

Top 20  Breakout Players

(Table is limited to Top 18 conferences.)

-With so many players graduating from San Diego St., Jamaal Franklin shoots a lot more often, and he plays a lot more minutes. His ORtg has slipped slightly, but that has only minimally held back his stats.

-Meyers Leonard isn’t necessarily being all that more aggressive on the floor, but he is converting at a higher rate, and playing more than last year.

-Thomas Robinson is no more efficient than last year, and while he is a little more aggressive in his shot selection, his main improvement in PP has come from additional playing time. (In other words, imagine what he could have done last year if he wasn’t stuck so low on the depth chart.)

Now, besides looking at the top overall improvements, we can also identify players where an improvement in ORtg has been the most critical:

Critical Improvements in Efficiency

(Table is limited to Top 18 conferences.)

Just to emphasize what this list means, this isn’t the players with the biggest improvements in ORtg, this is the list of players with big improvements in ORtg who also use a lot of possessions for their team. 

Indiana’s Matt Roth improved his ORtg from 131 to 165 (which is mind-boggling), but he plays and shoots so rarely that his offensive improvement is only worth about 0.8 PPG to Indiana. Instead, Will Barton’s improvement in efficiency is much more important. Will Barton’s ORtg has improved from 99 to 114 and given his role in Memphis’ offense, that translates to about 2.4 PPG.

More to come on Thursday!

Between the 00-01 and 09-10 seasons, there have been 50 players named to the WAC All-Conference First Team.

Which teams have had the most representatives?

Nevada: 10

Nick Fazekas was the WAC Player of the Year in all three seasons he was on the First Team, capping a four-year run for the top award of the conference that began with Kirk Snyder in 2004. Snyder was also a First Team selection as a sophomore in 2003.

Luke Babbitt was a First Team selection in each of his two seasons at Nevada, with the second season being a Player of the Year campaign.

Armon Johnson was named to the First Team as a sophomore in 2009, but not in his final season at Nevada as a junior.

Utah State: 6

Jaycee Carroll has twice been a First Team selection and won Player of the Year honors as a senior in 2008.

Nate Harris and more recently Gary Wilkinson, Jared Quayle and Tai Wesley each have one nod.

Fresno State: 5

Melvin Ely was a First Team selection and Player of the Year in 2001 and 2002.

Also representing the Bulldogs in the post-Jerry Tarkanian era have been Kevin Bell, Damon Jackson and Chris Jefferies.

Lottery pick Paul George was a Second Team selection as a sophomore in 2010.

Hawaii: 5

Anthony Carter's former school has had two First Team nods from Predgra Savovic and one apiece for Carl English, Michael Kuebler and Julian Sensley.

New Mexico State: 5

Justin Hawkins and Jahmar Young have each been named to the First Team twice, while Tyrone Nelson has the fifth nod.

Louisiana Tech: 4

Paul Millsap was a First Team selection in 2005 and 2006, but he lost out on Player of the Year honors to Fazekas both times. Millsap's bank account, however, has a few more zeroes now.

Gerrod Henderson and Antonio Meeking were named to the First Team in 2002 and 2003 respectively.

Boise State: 3

The football team has had Ryan Clady, Kyle Wilson, Korey Hall, Chris Carr and a host of other NFL players, but when it comes to basketball, Coby Karl, Aaron Haynes and Reggie Larry have reached the First Team plateau.

UTEP: 3

I may always think Tim Hardaway when I hear about Miners, but Filberto Rivera was a two-time First Team member and Omar Thomas joined him in 2005.

Southern Methodist: 2

Quinton Ross and Damon Hancock each made one appearance during on the First Team during the timeframe, with Ross being the 2003 Player of the Year.

Tulsa: 2

Tulsa went to Conference-USA for the 05-06 season, so they have been left with Greg Harrington and Kevin Johnson and the WAC wasn't graced by the presence of Jerome Jordan and Ben Uzoh.

San Jose State: 1

As someone who remembers seeing former first round pick Ricky Berry play in person, the dearth of quality players to come out of San Jose State over the past 20 seasons has been disappointing. Other than Tariq Abdul-Wahad/Oliver Saint-Jean, the Spartans have had a lean run, but Adrian Oliver was a First Team selection in 2010.

Idaho: 1

Mac Hopson was a First Team selection for the Vandals in 2009.

• Click here to view RealGM's database of WAC awards.