In response to some questions about passer rating, here’s a thread about the history of valuing assists, how passer rating was born and what it captures. (Links at the end) #thinkingbasketball 1/14
I’ve always been disappointed in assists by themselves - they need context when used to measure impact or skill. Assist:turnover ratio was often cited in the past, but it’s not always helpful. 2/14
A previous (unpublished) version of the passer rating regression actually pegged ast:tov as a slight *negative* — too much conservatism might indicate an unwillingness to try risky passes that are high ROI. It’s the dink and dunk of quarterbacking for basketball. 3/14
The aim of my first major passing study in 2010 was to divorce assists from “shot creation.” For example, Brevin Knight crushed MJ in assists, but Jordan created far more shots for teammates by causing the D to react. This led to the birth of BOX CREATION. 4/14
The key insight from box creation was that too much scoring cannibalizes chances for teammates (bc the defense reacts to the threat of a scorer with doubles and stunts) BUT, too little scoring and the defense won’t react. There’s a balance at the heart of offensive stardom. 5/14
The ability to quantify creation gave birth to a more comprehensive version of usage called OFFENSIVE LOAD. Load includes passing & creation, not just shots and turnovers, so it estimates a player’s total “direct involvement” in the offense. 6/14
In 2017 I started tracking detailed passing tendencies for players. It’s hard to reduce passing to one dimension or an overall score, but I think of it as the composite of all the possible types of passes. eg outlets, lobs, skip passes, touch passes, etc. 7/14
PASSER RATING is an attempt to measure this overall passing ability. Few if any excel in every component of passing, and time and circumstance will influence passing ability. The key insights of passer rating are: 8/14
First, a high ratio of assists to load is a major indicator of passing skill. The more a player accrues assists per involved-possessions, the more likely it is that he is finding the easiest shots for his teammates. 9/14
The second is obvious - layup assists are generally an indicator of good passing. They are the highest EV spot on the court and finding them regularly *as a percentage of one’s overall assists* is generally a positive. It indicates less dink n dunking to outside shooters. 10/14
There also seems to be a relationship between height and passing (cue @ZachLowe_NBA ). Specifically, when the other signals are strong and the player is tall, he is almost always an excellent passer. 11/14
I do think there’s a positional bias in the current version — guards pick up more idle assists — that I haven’t been able to adjust for but would like to in a future version. For now, I recommend some mental curving for tall, efficient guards who grade out well. 12/14
Finally, my aim was to create something historically retrospective. With the granularity of the new data we have today, I think "modern" versions of this could be even more precise/illuminating. Thanks for reading. Look forward to more conversations on this. Links below. 13/14

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More from @ElGee35

1 May
Quick thread on the fatality rate (IFR) of COVID-19 and why it continues to be a misleading indicator of impact. Key points:

-We have no cognitive intuition of what a "bad" IFR is
-We anchor to the flu "IFR"
-This creates blindness to (1) spread density (2) non-fatal damage 1/12
As discussed on yesterday’s show about long-term health, there are multiple layers of impact to assess:

-fatalities
-health of survivors
-psychological damage (e.g. health care workers, family)
-economic disruption

Let's start with fatality 2/12

podcasts.apple.com/us/podcast/lon…
The exact fatality rate is unknown. Many have estimated a range...But what's a "low" fatality rate for an infectious disease?

It depends!

If you want to predict population deaths, you need to know
-immunity rates
-speed of transmission
-effect of medical care 3/12
Read 13 tweets
9 Jun 19
Some perspective on Andre Iguodala making the Hall of Fame:

The HOF is a museum to celebrate basketball history. It is not a pyramid of the top players in NBA history.

That is why Vlade Divac and Dino Radja were inducted as players. They have 1 combined All-Star nod. 1/9
KC Jones never made an All-Star team, but he won a bunch of titles with Bill Russell. He was inducted as a player with career averages of 7 points and 4 assists. Iguodala is leagues more accomplished as an individual. 2/9
For a more modern player, Calvin Murphy made 1 All-Star game in 1979 and was inducted because he was a dazzling small player who set free throw records and tallied multiple 20-point per game averages. 3/9
Read 9 tweets
3 Jun 19
Kawhi had monster scoring numbers in Game 2 (34 pts, 63% TS), but it was one of his worst defensive games of the playoffs. A mini-thread...

(Apologies in advance to Kawhi fans for my repeated pushback against his booming narrative, but that's kind of my thing.) 1/9
In Thinking Basketball, I wrote about how "Scoring Blindness" leads us to overrate iso scoring. But because of it, we *also* overrate on-ball defense, where Kawhi excels. People then take it as a given that "his defense was elite" and stack credit when he scores big in games. 2/9
In the 1st Q, he shows his typical strong man D when Draymond challenges him. Quick hips, good position the whole way and strong/long contest. He also stepped up on a Draymond transition drive 2 plays prior. 3/9
Read 9 tweets

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