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Following potential 2015 draftees

Warning: long post with data –quit reading now if you’re not interested in the Locke/Kaminsky discussion.

I’ll take a stab at the Locke/Kaminsky question with some (semi-systematic, if also quick and dirty) research.

Locke’s argument has been that college players (or more precisely 18/19 and 19/20-year olds) who don’t demonstrate some kind of excellence their first two years in college are very risky – that they tend to flame out in the NBA.

To go through the data as quickly as possible, I used the EFF rating in DX’s player profiles, as it seems to be the single number that gives at least some sense of the combination of quality and the amount of play (which Locke seemed to stress). I went through six years of drafts (2006-11) because I simply don’t have time to do more, and I think the patterns probably become clear enough with this sample size. I typically tried to go through about the first 35-40 or so players drafted in each of these years.

Kaminsky’s EFF rating was 2.8 and 5.4 respectively as an 18-year-old freshman and a 19-year-old sophomore. Locke is right to say that these are extremely low numbers for an NBA draft pick in Kaminsky’s range. They are quite rare.

It’s not unusual for draftees to have somewhat low 18/19-year-old EFF ratings (though they’re still the minority). But I decided to concentrate on the numbers as a 19/20-year old, the typical age for sophomores, since Locke was really stressing this yesterday. Indeed I found it was very rare for NBA draftees to have such low numbers in that season.

In fact, I found only one real good comparison--Jon Leuer--Wisconsin skilled big man--coincidentally (or not coincidentally) enough. Though Leuer was a bit higher earlier in his career and a bit lower later, his career trajectory tracked pretty closely to Kaminsky.

Is this a good or a bad sign for Kaminsky? Hard to say, but I’d lean toward good. He’s become a decent, though thoroughly replaceable semi-rotation player for a very good team. But having been drafted 40th, that career trajectory probably doesn’t hurt Kaminsky’s case.

Another Big Ten guy – Maurice Ager – had numbers very similar to Kaminsky in his first two years (though slightly higher). He and a few other players with similar numbers – Nolan Smith, Justin Harper, Morris Almond (ouch!) are all probably fairly classified as busts, even though they were picked between the low 20s-low 30s. Maybe these support Locke’s case, but none of those players’ last two years numbers were nearly as good as Frank’s.

In support of Kaminsky, we can turn to Joakim Noah, who had a 5.3 EFF rating as a 19/20-year-old freshman and yet has clearly lived up to his high draft position.

Al Thornton is a bit more uncertain. Drafted at #14, near Kaminsky’s projection, Thornton was more than a year older than Frank in his college progression. His freshman and sophomore EFFs of 3.1 and 9.3 are quite low. Thornton had some decent years for bad teams as a pro, but kind of faded away as his game never really progressed.

If we stretch the match with Kaminsky a bit (ie including for freshmen, rather than sophomores – but only those who were within about 6 months of Kaminsky’s sophomore age; or getting a little further away from Kaminsky’s low sophomore EFF score), we can add the following names, roughly from closer to less close match with Kaminsky:
Cole Aldrich
Jordan Hill
Randy Foye
James White
Epke Udoh
Jordan Hamilton
Norris Cole
Chandler Parsons
Jimmy Butler
Aaron Afflalo
Joe Alexander
Larry Sanders
Nick Young
Isaiah Thomas
Sheldon Williams
Craig Brackins

Good or bad signs for Kaminsky overall? Hard to say, but any determination has to factor in draft position.

Overall, I’d say, as Stitches said earlier, it’s probably good to have a healthy respect for the argument that low production in the first two years is a warning factor. But I suspect (with Vashro) that it’s overplayed at times.

In reality, Kaminsky’s case is so unique – going from such low to such high production – that it’s really hard to know if past experience is any guide in this particular case. Maybe that by itself is even more risky than comparison with these quasi-similar cases I found.

But on the other hand, there’s an argument to be made that Kaminsky has shown an aptitude for improvement – one of the most important traits an NBA player can have. As Wes Matthews, DeMarre Carroll, Paul Millsap, and many others have shown, it’s hard to know where the ceiling is for that.

EDIT PS: The comparisons Locke has been providing: Wesley Johnson, Jimmer Fredette, particularly, aren't very good comparisons. Johnson was pretty good as a freshman, Jimmer as a sophomore. They wouldn't make my cutoff for comparisons.

Nice work. I think the Kaminsky case is even more unique when you consider that his SO year the stats he was putting in limited minutes were pretty good(as in team-best in several advanced stat categories - WS/40, PER, BPM, Ortg, Drtg). It's hard to say if there was something the stats don't capture(i.e. if there are real reasons why he was getting so few minutes), or if it's simply a case of stubborn coach not recognizing the talent of a not very highly recruited prospect(he was a 3-star recruit coming out of high school) and simply giving the minutes by default to the senior in the team.
 
Play along here for a second, please....
I'm going to hide the identity of this NBA prospect. I'll just reveal his stats and physical profile, and you tell me if you're interested.

He's 6'8" and weights north of 230 lbs. Has a good standing reach for a PF, but also appears to have the agility to defend the SF.... you are what you can defend, right?

He's definitely athletic, even if that doesn't always translate into his style of play. But he can dunk on you fiercely, catch lobs, etc.

He played two years of college ball and improved statistically in his second year. People have wondered if the stats are real, but he DID average over 19 ppg, on nearly 60% of his twos (up a couple of percentage points), and shot the three at a blistering pace: over 50% on 2 attempts per game (a big jump from his freshman year). Scouts have broken down his shot and love it. They think this improvement is real.

He gets a steal per game and is averaging more than 8 rebounds per game. Both modestly improved from his freshman year. He shoots about 75% from the free throw line.

He could improve his handle. Has played down low, but looks like he could develop into that desirable 3-4 guy.

IF you know his identity, please keep it secret. Just take a look at these stats and tell me if you're interested.

I know we have two established starters in our front court. But we could use this type of player, I think.
 
Play along here for a second, please....
I'm going to hide the identity of this NBA prospect. I'll just reveal his stats and physical profile, and you tell me if you're interested.

He's 6'8" and weights north of 230 lbs. Has a good standing reach for a PF, but also appears to have the agility to defend the SF.... you are what you can defend, right?

He's definitely athletic, even if that doesn't always translate into his style of play. But he can dunk on you fiercely, catch lobs, etc.

He played two years of college ball and improved statistically in his second year. People have wondered if the stats are real, but he DID average over 19 ppg, on nearly 60% of his twos (up a couple of percentage points), and shot the three at a blistering pace: over 50% on 2 attempts per game (a big jump from his freshman year). Scouts have broken down his shot and love it. They think this improvement is real.

He gets a steal per game and is averaging more than 8 rebounds per game. Both modestly improved from his freshman year. He shoots about 75% from the free throw line.

He could improve his handle. Has played down low, but looks like he could develop into that desirable 3-4 guy.

IF you know his identity, please keep it secret. Just take a look at these stats and tell me if you're interested.

I know we have two established starters in our front court. But we could use this type of player, I think.

Sounds good to me... I'm going to have to try and figure dis out doe.
 
Play along here for a second, please....
I'm going to hide the identity of this NBA prospect. I'll just reveal his stats and physical profile, and you tell me if you're interested.

He's 6'8" and weights north of 230 lbs. Has a good standing reach for a PF, but also appears to have the agility to defend the SF.... you are what you can defend, right?

He's definitely athletic, even if that doesn't always translate into his style of play. But he can dunk on you fiercely, catch lobs, etc.

He played two years of college ball and improved statistically in his second year. People have wondered if the stats are real, but he DID average over 19 ppg, on nearly 60% of his twos (up a couple of percentage points), and shot the three at a blistering pace: over 50% on 2 attempts per game (a big jump from his freshman year). Scouts have broken down his shot and love it. They think this improvement is real.

He gets a steal per game and is averaging more than 8 rebounds per game. Both modestly improved from his freshman year. He shoots about 75% from the free throw line.

He could improve his handle. Has played down low, but looks like he could develop into that desirable 3-4 guy.

IF you know his identity, please keep it secret. Just take a look at these stats and tell me if you're interested.

I know we have two established starters in our front court. But we could use this type of player, I think.
You mention he played two years of college, but not his year or his age. How old and what year was he this past season?
 
Easy answer. I'd grab Russ. We already have favs and Rudy. I'd give 12 plus the next years pick and GS pick Exum

Russ Burke
Burks. Hood
Hayward. Ingles
Favors. Booker
Gobert. Free agent

I'd love Russ but if I had the choice between Russ and Towns I go Towns and I'd feel great about that.
 
Nice work. I think the Kaminsky case is even more unique when you consider that his SO year the stats he was putting in limited minutes were pretty good(as in team-best in several advanced stat categories - WS/40, PER, BPM, Ortg, Drtg). It's hard to say if there was something the stats don't capture(i.e. if there are real reasons why he was getting so few minutes), or if it's simply a case of stubborn coach not recognizing the talent of a not very highly recruited prospect(he was a 3-star recruit coming out of high school) and simply giving the minutes by default to the senior in the team.

Yes... This I think Bo Ryan might be old school (or just old) because based on his limited numbers he should have been playing much more.


All this works on franks favor in my eyes anything that underates him helps him get to the jazz.
 
Short answer is, the data is mixed. I think the Locke has a point. I think Locke's critics have a point. But generally I think Locke is more scared about Kaminsky than he needs to be.

My beef with Locke is not with the age thing, at least not directly the age thing. I think he is prejudging him based on the age thing and when I say prejudging him, I mean - he's decided that he doesn't like him based on the age without ever watching him or scouting him extensively and now is fabricating and propagating false narratives about him to support his prejudgement(i.e. he's a ball-stopper, he doesn't move the ball, holds the ball too much... like what the actual f**k?!?, his release is slow and he won't be able to get it off in the NBA, etc.).

The age thing is a real concern, but shouldn't be a disqualifying factor in our consideration of Frank.
 
My beef with Locke is not with the age thing, at least not directly the age thing. I think he is prejudging him based on the age thing and when I say prejudging him, I mean - he's decided that he doesn't like him based on the age without ever watching him or scouting him extensively and now is fabricating and propagating false narratives about him to support his prejudgement(i.e. he's a ball-stopper, he doesn't move the ball, holds the ball too much... like what the actual f**k?!?, his release is slow and he won't be able to get it off in the NBA, etc.).

The age thing is a real concern, but shouldn't be a disqualifying factor in our consideration of Frank.

Could not have said it better.
 
Play along here for a second, please....
I'm going to hide the identity of this NBA prospect. I'll just reveal his stats and physical profile, and you tell me if you're interested.

He's 6'8" and weights north of 230 lbs. Has a good standing reach for a PF, but also appears to have the agility to defend the SF.... you are what you can defend, right?

He's definitely athletic, even if that doesn't always translate into his style of play. But he can dunk on you fiercely, catch lobs, etc.

He played two years of college ball and improved statistically in his second year. People have wondered if the stats are real, but he DID average over 19 ppg, on nearly 60% of his twos (up a couple of percentage points), and shot the three at a blistering pace: over 50% on 2 attempts per game (a big jump from his freshman year). Scouts have broken down his shot and love it. They think this improvement is real.

He gets a steal per game and is averaging more than 8 rebounds per game. Both modestly improved from his freshman year. He shoots about 75% from the free throw line.

He could improve his handle. Has played down low, but looks like he could develop into that desirable 3-4 guy.

IF you know his identity, please keep it secret. Just take a look at these stats and tell me if you're interested.

I know we have two established starters in our front court. But we could use this type of player, I think.

Son of a bitch... I know exactly who it is and I fell for it.
 
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Seems like a good prospect, my last concern is his competition - P5 or small school. Then of course the fact I haven't seen him play.
This was my question too. Who did he put these numbers up against
 
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