Wednesday, July 29, 2020

NBA Orlando Predictions

After more than 4 months without basketball games being played in America, the NBA is set to come back tomorrow, with 22 of the league's 30 teams meeting in Orlando to finish the 2019-20 season. Each team will play an 8-game schedule, after which teams will be seeded by win percentage in each conference for the 16 playoff spots and 2 potential play-in participants. A play-in will take place between the 8th and 9th seeded teams in each conference if the 9th seed is within 4 games of the 8th seed, and will require the 8 seed to win just one of two games against the 9 seed, while the 9 seed will need to win both games to advance.

There have been questions about how to handle players who have chosen to sit out the season restart, but after reviewing the missing players, it doesn't appear that the impact will be that large, as most played relatively minor roles. The exceptions are Bradley Beal of Washington, along with Spencer Dinwiddie and Kyrie Irving of the Nets, but as neither team is a real threat in the postseason, an adjustment doesn't seem necessary.

In order to determine likely playoff seeding, I ran 100 simulations of the 88 games taking place in Orlando over the next 16 days, seeding the teams after finishing each simulation. Out of the 22 teams who were invited, only 1 (Phoenix) failed to finish among the top 9 seeds in their conference in any simulation, so I won't be including them in my playoff odds. Here are the odds of each team finishing in each potential seeding position, based on the number of times they finished in that spot out of the 100 simulations:

1 2 3 4 5 6 7 8 9
MIL 100 0 0 0 0 0 0 0 0
TOR 0 89 11 0 0 0 0 0 0
BOS 0 11 88 1 0 0 0 0 0
MIA 0 0 1 79 13 7 0 0 0
IND 0 0 0 11 38 51 0 0 0
PHI 0 0 0 9 49 42 0 0 0
BRK 0 0 0 0 0 0 61 39 0
ORL 0 0 0 0 0 0 39 61 0
WAS 0 0 0 0 0 0 0 0 30
LAL 100 0 0 0 0 0 0 0 0
LAC 0 93 6 1 0 0 0 0 0
DEN 0 3 53 28 11 5 0 0 0
UTA 0 3 26 26 26 16 3 0 0
OKC 0 1 8 18 30 27 16 0 0
HOU 0 0 6 14 16 31 33 0 0
DAL 0 0 1 13 17 21 48 0 0
MEM 0 0 0 0 0 0 0 78 17
POR 0 0 0 0 0 0 0 6 13
NOP 0 0 0 0 0 0 0 13 46
SAC 0 0 0 0 0 0 0 2 14
SAS 0 0 0 0 0 0 0 1 10

In each conference, the 1 seed is pretty much decided, though neither is mathematically clinched yet. The 2 seeds are both pretty solid as well. In the East, there could be some movement between 4 and 6, and between 7 and 8, but the real drama will be whether or not Washington can get close enough to earn the 9 seed and a play-in game, which they did in only 30 of the simulations.

In the West, seeds 3 through 7 are all up in the air, and could land in almost any order among those 5 teams. There are also 5 teams in the race for the 8 and 9 seeds, with Memphis holding a clear upper hand, and the Pelicans looking strong to snag the other spot, but the other 3 each have a pretty good shot as well. In all 100 simulations, there was an 8-9 seed play-in series in the West.

Playoffs

After figuring out all of the potential playoff seeding scenarios, I determined each team's odds of beating any other team in a 7-game series, then calculated the odds of any potential matchup taking place in any round. This was made slightly more complicated due to the large number of potential teams that could finish in each seeding spot, but a bit simpler by the fact that there will be no home-court advantage to factor in. (Orlando does not get home court advantage, because the advantage relies on having a crowd, not the distance traveled by the team.)

Odds of Making Playoffs

Ignoring the top 6 teams in the East, and the top 7 in the West, who reached the playoffs safely in every simulation, here are the odds of the remaining teams making the 8-team field in their conference:

East

Nets - 98.4%
Magic - 97.6%
Wizards - 4.0%

West

Grizzlies - 60.9%
Pelicans - 24.5%
Trail Blazers - 7.2%
Kings - 4.5%
Spurs - 3.0%

Odds of Winning First Round

1. Bucks - 98.2%
2. Lakers - 94.5%
3. Raptors - 87.7%
4. Celtics - 76.3%
5. Clippers - 65.7%
6. Mavericks - 57.3%
7. Heat - 53.1%
8. Jazz - 45.6%
9. Thunder - 44.8%
10. Nuggets - 43.3%
11. Rockets - 43.1%
12. 76ers - 38.5%
13. Pacers - 34.0%
14. Nets - 7.0%
15. Magic - 5.2%
16. Grizzlies - 3.1%
17. Pelicans - 2.2%
18. Trail Blazers - 0.29%
19. Kings - 0.18%
20. Spurs - 0.12%

The Wizards' odds are too small to worry about. Milwaukee and the Lakers are pretty solid favorites to get through their first opponents, but that's where the conferences diverge. Toronto and Boston should get through the first round, but the middle of the West should be very interesting.

Odds of Reaching Conference Finals

1. Bucks - 90.0%
2. Lakers - 73.6%
3. Raptors - 50.9%
4. Clippers - 46.2%
5. Celtics - 41.6%
6. Mavericks - 30.4%
7. Rockets - 13.5%
8. Thunder - 12.2%
9. Jazz - 11.8%
10. Nuggets - 10.9%
11. 76ers - 5.33%
12. Heat - 5.29%
13. Pacers - 4.8%
14. Nets - 1.1%
15. Magic - 1.0%
16. Grizzlies - 0.67%
17. Pelicans - 0.66%

The Bucks' odds of reaching the Conference Finals are incredible, and the Lakers are very likely to get there as well. There are a couple of strong contenders in each conference to face the 1-seeds, and 4 others with a decent chance in the West.

Odds of Reaching NBA Finals

1. Bucks - 74.2%
2. Lakers - 51.5%
3. Clippers - 21.8%
4. Mavericks - 13.2%
5. Raptors - 12.6%
6. Celtics - 10.0%
7. Rockets - 3.7%
8. Thunder - 3.4%
9. Jazz - 3.3%
10. Nuggets - 2.7%
11. Heat - 1.5%
12. 76ers - 0.9%
13. Pacers - 0.7%
14. Pelicans - 0.14%
15. Grizzlies - 0.10%

It's still the top two seeds that are looking most likely to reach the Finals, but there are a couple of other contenders in each conference who will be looking to defy the odds, with just a few teams with no realistic chance of getting there.

Odds of Winning NBA Championship

1. Bucks - 53.2%
2. Lakers - 23.1%
3. Clippers - 7.6%
4. Raptors - 5.2%
5. Celtics - 4.1%
6. Mavericks - 3.9%
7. Rockets - 0.7%
8. Thunder - 0.6%
9. Jazz - 0.5%
10. Nuggets - 0.4%
11. Heat - 0.3%
12. 76ers - 0.18%
13. Pacers - 0.12%

The title will most likely be won by a number 1 seed, but there are 4 other teams who have a reasonable chance at a surprise finish. Beyond that, there are another 7 who could pull off a miracle, but not much hope beyond that.

My Predictions

Here are my predictions for how each team will be seeded and advance through this season's playoffs:

Play-in

No play-in in the East
(8) Grizzlies over (9) Pelicans in 2

First Round

(1) Bucks over (8) Nets in 4
(2) Raptors over (7) Magic in 5
(3) Celtics over (6) Pacers in 5
(5) 76ers over (4) Heat in 7
(1) Lakers over (8) Grizzlies in 4
(2) Clippers over (7) Thunder in 6
(6) Mavericks over (3) Nuggets in 6
(4) Jazz over (5) Rockets in 7

Second Round

(1) Bucks over (5) 76ers in 4
(3) Celtics over (2) Raptors in 7
(1) Lakers over (4) Jazz in 5
(2) Clippers over (6) Mavericks in 7

Conference Finals

(1) Bucks over (3) Celtics in 5
(1) Lakers over (2) Clippers in 6

NBA Finals

(1) Bucks over (1) Lakers in 6


Monday, March 16, 2020

NCAA Basketball Rankings - Final - Part 2

201
199
Nebraska
0.5237
7
25
9
341
202
203
Eastern Michigan
0.5674
16
16
187
199
203
202
North Arizona
0.6606
16
14
198
196
204
205
Loyola Marymount
0.7978
11
21
97
290
205
201
Boston College
0.8167
13
19
50
324
206
207
Merrimack
0.8434
20
11
240
154
207
206
UTEP
0.9951
17
15
264
192
208
208
Montana State
0.9972
16
15
186
201
209
210
Gardner-Webb
1.1187
16
16
265
152
210
209
Lafayette
1.1259
19
12
250
168
211
211
Mercer
1.1309
17
15
232
193
212
213
UC Davis
1.1463
14
18
218
177
213
214
Seattle
1.1785
14
15
298
155
214
227
Iona
1.2172
12
17
220
210
215
215
Bryant
1.2676
15
17
259
167
216
212
Rice
1.2897
15
17
200
219
217
217
Brown
1.3354
15
12
131
261
218
218
Hawaii
1.3417
17
13
269
229
219
219
Eastern Illinois
1.3553
17
15
329
108
220
220
Air Force
1.4304
12
20
109
281
221
226
Florida Atlantic
1.5233
17
15
279
187
222
216
Central Michigan
1.6169
14
18
195
224
223
224
UMKC
1.7332
16
14
293
169
224
222
Omaha
1.7358
16
16
126
267
225
223
New Hampshire
1.7869
15
15
287
161
226
231
Lamar
1.7947
17
15
325
143
227
221
North Dakota
1.8277
15
18
164
220
228
225
Green Bay
2.0461
17
16
238
203
229
228
UT San Antonio
2.1312
13
19
228
239
230
229
Arkansas State
2.1735
16
16
208
244
231
230
East Carolina
2.3093
11
20
110
295
232
232
Southern
2.3333
17
15
324
133
233
239
Miami (OH)
2.3474
13
19
222
258
234
241
Hartford
2.3934
18
15
307
186
235
234
Youngstown St
2.4435
18
15
316
184
236
245
UIC
2.4461
18
17
286
218
237
236
CSU Northridge
2.5271
15
17
151
259
238
235
Jacksonville
2.5567
14
18
290
179
239
243
Louisiana
2.6896
14
19
156
273
240
238
Lipscomb
2.8058
16
16
262
205
241
240
Drexel
2.8907
14
19
175
271
242
242
Campbell
2.9535
15
16
327
162
243
244
Oakland
2.9876
14
19
229
240
244
233
McNeese
2.9914
15
17
339
149
245
251
N Carolina Cent
2.9994
18
13
340
123
246
256
West Michigan
3.0032
13
19
149
275
247
247
Long Island
3.022
15
18
246
227
248
246
Bucknell
3.0727
14
20
162
263
249
249
Quinnipiac
3.1066
15
15
261
235
250
248
Navy
3.1562
14
16
274
226
251
253
UT Rio Grande
3.1668
14
16
313
198
252
250
San Diego
3.2041
10
23
88
315
253
252
Norfolk State
3.2327
15
15
349
115
254
260
UMBC
3.2637
16
17
301
215
255
258
Tennessee St
3.2695
18
15
291
208
256
257
Illinois State
3.2696
10
21
128
299
257
261
Texas Southern
3.2714
16
16
173
241
258
237
George Washington
3.3621
12
20
113
306
259
259
CSU Bakersfield
3.3879
12
19
292
228
260
254
Canisius
3.4144
12
20
213
251
261
255
Fort Wayne
3.4808
14
19
241
250
262
271
Jackson State
3.5861
15
17
308
181
263
263
VMI
3.6656
9
24
256
253
264
262
Loyola (MD)
3.6732
15
17
297
207
265
265
Cornell
3.6768
7
20
140
279
266
266
Utah Valley
3.6793
11
19
282
212
267
273
Manhattan
3.7777
13
18
230
249
268
278
Fordham
3.781
9
22
182
300
269
264
Weber State
3.8088
12
20
180
278
270
267
Jacksonville St
3.8392
13
19
328
191
271
268
UMass Lowell
3.8863
13
19
260
265
272
270
Albany
3.9437
14
18
245
252
273
272
Bethune-Cookman
3.9627
16
14
342
144
274
269
N Carolina A&T
4.0042
17
15
320
200
275
274
Army
4.1702
15
15
304
230
276
276
CSU Fullerton
4.2052
11
20
192
277
277
277
Fairleigh Dickinson
4.3059
11
19
221
260
278
275
Grambling
4.3358
17
15
345
157
279
288
Northwestern St
4.406
15
15
344
190
280
279
North Alabama
4.422
13
17
310
221
281
280
Eastern Kentucky
4.4491
16
17
277
256
282
281
Milwaukee
4.5235
12
19
305
254
283
283
St. Francis (BKN)
4.5342
13
18
285
257
284
282
UNC Asheville
4.6219
15
16
337
209
285
284
UL Monroe
4.6531
9
20
160
293
286
285
Mt. St. Mary's
4.6714
11
21
253
262
287
287
Central Arkansas
4.789
10
21
132
297
288
286
Wyoming
4.7972
9
24
103
338
289
292
Idaho State
4.927
8
22
152
291
290
289
Elon
5.0245
13
21
249
283
291
290
Saint Joseph's
5.0753
6
26
55
343
292
294
Stetson
5.2334
16
17
300
264
293
291
Alcorn State
5.3309
15
15
348
183
294
295
Columbia
5.346
6
24
124
308
295
296
Hampton
5.4342
15
19
306
266
296
297
Grand Canyon
5.5454
13
17
299
287
297
298
Niagara
5.5997
12
20
133
304
298
293
Fairfield
5.6322
12
20
190
298
299
302
Southern Miss
5.7309
9
22
146
316
300
300
Troy
5.802
9
22
193
302
301
299
Lehigh
5.8451
11
21
172
294
302
301
Portland
5.8496
9
23
139
330
303
304
NJIT
5.9083
9
21
206
289
304
303
Charleston South
5.9279
14
18
315
270
305
308
Florida A&M
6.0566
12
15
197
284
306
305
Long Beach St
6.0975
11
21
120
328
307
307
Longwood
6.2473
14
18
338
238
308
309
James Madison
6.4004
9
21
224
307
309
310
Evansville
6.4338
9
23
145
327
310
311
Morehead State
6.4747
13
19
326
272
311
306
Texas A&M-CC
6.5299
14
18
330
274
312
312
Maine
6.5362
9
22
154
310
313
314
Mid Tennessee
6.609
8
23
205
314
314
313
UNC Wilmington
6.6777
10
22
243
309
315
315
Cal Poly
6.8966
7
23
351
331
316
316
Florida Gulf Coast
6.9369
10
22
280
296
317
317
Morgan State
7.0455
15
16
353
217
318
320
Detroit Mercy
7.1077
8
23
138
326
319
318
New Orleans
7.122
9
21
319
282
320
319
San Jose State
7.1389
7
24
93
345
321
322
Denver
7.1429
7
24
166
325
322
321
S Carolina Upstate
7.222
13
20
284
292
323
323
Marist
7.3141
8
22
283
303
324
325
Cleveland State
7.5069
11
21
191
319
325
324
Coppin State
7.5342
11
20
273
286
326
326
Samford
7.6737
10
23
168
329
327
327
Alabama State
7.95
8
24
163
320
328
328
Presbyterian
8.2159
10
22
295
301
329
329
Binghamton
8.223
10
19
247
318
330
331
Idaho
8.5552
8
24
194
337
331
330
Wagner
8.5999
8
21
209
323
332
333
The Citadel
8.9129
6
24
174
340
333
334
UT Martin
8.9426
9
20
258
322
334
335
Tennessee Tech
9.1524
9
22
278
321
335
336
Western Illinois
9.1706
5
21
309
333
336
332
South Carolina St
9.2869
11
18
346
288
337
337
SIU-Edwardsville
9.3596
8
23
303
312
338
338
SE Missouri St
9.6637
7
24
302
317
339
339
IUPUI
9.7115
7
25
244
332
340
340
High Point
10.524
9
23
267
336
341
341
Alabama A&M
10.899
8
22
263
334
342
342
Houston Baptist
11.33
4
25
119
347
343
343
SE Louisiana
11.543
8
23
322
339
344
344
Incarnate Word
11.947
9
22
333
335
345
345
Holy Cross
12.881
3
29
203
349
346
346
Ark-Pine Bluff
13.281
4
27
179
346
347
348
Central Conn
13.491
4
27
211
350
348
347
Maryland-E Shore
13.636
5
27
233
344
349
349
Delaware State
13.996
6
26
343
342
350
350
Howard
15.552
4
29
331
348
351
351
Miss Valley St
16.398
3
27
167
351
352
352
Kennesaw St
17.044
1
28
122
353
353
353
Chicago State
18.024
4
25
289
352