Lotto Simulator Part II: NBA Draft Lottery

The day we’ve all been waiting for is finally here! That’s right, we are just one week away from the 2022 NBA Draft Lottery! And fortunately, Hyzermetrics has just the tool to help you and your crew commemorate the occasion.

If you need a refresher on the mechanics of the NBA Draft Lottery, don’t worry, we’ve got you covered. Here’s how it works:

The 38th annual NBA Draft Lottery will determine the order of selection for the first 14 picks of the 2022 NBA Draft. Drawings will be conducted to determine the first four picks in the NBA Draft. The remainder of the lottery teams will select in positions five through 14 in inverse order of their 2021-22 regular-season records…

Fourteen ping-pong balls numbered 1 through 14 will be placed in a lottery machine. There are 1,001 possible combinations when four balls are drawn out of 14, without regard to their order of selection. Before the lottery, 1,000 of those 1,001 combinations will be assigned to the 14 participating lottery teams…

The Draft selections for the remainder of the first round (No. 15-30) and the entire second round (No. 30-60), are determined by reverse order of regular season record. Each NBA team gets one selection in the first round and one selection in the second round.”

Team > Odds for No. 1 PickTeam 1 > 14.0%

Team 2 > 14.0%

Team 3 >14.0%

Team 4 > 11.5%

Team 5 > 11.5%

Team 6 > 9.0%

Team 7 > 7.5%

Team 8 > 4.5%

Team 9 > 4.5%

Team 10 > 4.5%

Team 11 > 1.8%

Team 12 > 1.7%

Team 13 > 1.0%

Team 14 > 0.5%

-Source: https://www.nba.com/news/nba-draft-lottery-explainer

                The first tidbit to note is that at first glance, the NBA Draft Lottery is set up a little bit differently than the Hyzermetrics Fantasy Draft Lottery Simulator. That said, we can actually re-configure the Hyzermetrics Fantasy Draft Lottery to match this procedure… instead of assigning ball numbers to Lottery participants, we assign “combination numbers” to each participant and pull four combination numbers out of the Hyzermetrics Lottery Machine. Here’s what this year’s set up will be:

Team# CombinationsMin Combo NumMax Combo Num
Houston Rockets (20-62)1401140
Orlando Magic (22-60)140141280
Detroit Pistons (23-59)140281420
OKC Thunder (24-58)125421545
Indiana Pacers (25-57)105546650
Portland Blazers (27-55)90651740
Sacramento Kings (30-52)75741815
LA Lakers* (33-49)60816875
San Antonio Spurs (34-48)45876920
D.C. Wizards (35-47)30921950
New York Knicks (37-45)20951970
LA Clippers** (42-40)15971985
Charlotte Hornets (43-39)10986995
Cleveland Cavs (44-38)59961000

Before we dive in, there are some really great articles and resources on the subject of the NBA Draft Lottery, and even a cool web-based simulator that you should check out. Once you’re done with those, you will not want to miss the cool features in the Excel based Draft Lotto Simulator to take your knowledge of the NBA Draft Lottery to the next level.

Lotto Simulator: 2022 NBA Draft Lottery Edition

To recap, here are some high level facts about the NBA Draft Lottery:

  • The 14 teams that did not make the playoffs participate in the Draft Lottery
  • 14 ping-pong balls numbered 1-14 are placed into the lottery machine
  • To determine the first pick, four ping-pong balls are chosen. The (non-ordered) combination of numbers drawn represents the winning combination.
    • Example of a winning combination might be: 6, 13, 10, 3. Whichever team has this combination assigned to them will get the first pick
  • To determine picks 2-4, the same process as above is performed, discarding any combinations of teams that have already been drawn
  • Picks 5-14 are determined in reverse Regular Season Standings order.

In our previous discussion of lotteries, we defined the Max:Observed likelihood ratio of a given Lottery as:   

This ratio gives us an idea of just how unusual an observation in a particular lottery is. It tells us precisely how many times more likely we are to see the maximum likelihood outcome of a given lottery than we are to see a particular observation. Once we have this ratio, we can then compare this result to other lottery results to see which ones were more or less likely to occur. As an example If the ratio is equal to 2.0, then the max likelihood outcome is two times as likely to occur than the observed outcome. The minimum possible p(max)/p(observed) ratio is 1.0.

For the NBA Draft Lottery p(max) is calculated as follows:

Note that there are actually six different outcomes that have this probability. The outcomes that share this probability are:

  1. Rockets, Magic, Pistons, Thunder
  2. Magic, Rockets, Pistons, Thunder
  3. Pistons, Rockets, Magic, Thunder
  4. Magic, Pistons, Rockets, Thunder
  5. Rockets, Pistons, Magic, Thunder
  6. Pistons, Magic, Rockets, Thunder

The NBA Draft Lottery Simulator is fully prepared to help you analyze the lottery trials you run. Here’s what you can do with it:

  • Run a simple NBA Draft Lottery simulation and tell you the Max:Outcome likelihood ratio for the trial
  • Run a series of up to 150 Draft Lottery simulations and show you statistics describing the trials
  • Fix the draft location of one or more teams to see how probabilities and selections are impacted

Let’s run through some examples!

  • Run a simple Draft Lottery
    • Click on the blue NBA Draft Lottery button
    • Press OK
    • View the results of the trail. In the trial screenshotted below, the outcome was fairly chalky… the Thunder got the first pick, then the top likelihood teams got each of the next three picks for a p(max)/p(observed) of 1.6
  • Run a series of up to 150 Draft Lottery simulations and show you statistics describing the trials
    • Click on the blue NBA Draft Lottery button
    • Select the desired number of repetitions
    • Press OK
    • The simulator will run the specified number of simulations and create a new sheet to tell you all about the results! Here are some stats about the simulation we just ran:
      •  In this series of 150 trials, we can see that the Magic had an average draft position of 4.0 and a median draft position of 5.0.
      • Average p(max)/p(observed) was 18.3, while the median 6.8
      • 131 of the 150 trials had a p(max)/p(observed) between 1 and 32.3
  • Fix the draft location of one or more teams to see how probabilities and selections are impacted
    • Click on the blue NBA Draft Lottery button
    • Select the draft positions of the teams you’re interested in fixing for the simulation. In this experiment, I am looking to run a simulation of outcomes when the Pacers get selected to pick 2nd AND the Wizards get selected to pick 3rd.
    • Select the desired number of repetitions
    • Press OK
    • The simulator will run the specifiednumber of simulations and create a new sheet to tell you about the results… but wait… The teams you chose are fixed in the draft positions you selected! Under the conditions I specified in step 2, we can see that both the average and median of p(max)/p(observed) is much higher than when we didn’t specify any conditions. The whackier the conditions, the higher these ratios will be!

Try out the Simulator for yourself, and stay tuned to Hyzermetrics on May 17th as we Live Simulate the NBA Draft Lottery in real-time!

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