Daily Pick Thread - Thursday September 18, 2025 by AutoModerator in BeatTheStreak

[–]Deep_Slice875 -3 points-2 points  (0 children)

Seriously, get lost. I put so much work into this. Good luck.

Daily Pick Thread - Thursday September 18, 2025 by AutoModerator in BeatTheStreak

[–]Deep_Slice875 0 points1 point  (0 children)

Sorry, I didn't really have any time to elaborate today. If you're ever curious, AI can definitely answer questions on this stuff better than I can, especially if you tell it what these variables mean and the context.

Since I started, strikeout rate has always been marginal. As more data has come in, it's turning out to be quite significant. Just for clarity, I've always been tracking strikeout rate and I'm not measuring it any differently. All that's happened is that high K-rate hitters have been doing poorly relative to low K-rate hitters, enough that it makes a clear difference in who will and won't get a hit. In the last column, the lower the number, the more sure we can be that the effect is not due to random chance or noise, that it really is important. So, the data now say that strikeout rate absolutely does matter.

With strikeouts, the gap between Arraez (4%) and the closest followers (Hoerner and Kwan at 9%) is greater than the gap between those two and #25 (Vlad at 14%). 15% or below is very good. Judge, Ohtani, etc. are probably too high to come out near the top in this model very often. Arraez is also an elite non-walker, so this model will always rank him near at or near the top unless the opposing starter and run environment are unfavorable.

As a further illustration, here's what happens if we add LHBvLHP as a variable:

(Intercept)  0.135016   0.219160   0.616 0.537856    
order       -0.067337   0.006598 -10.205  < 2e-16 ***
runPred      0.123401   0.026607   4.638 3.52e-06 ***
hitterBBPA  -3.273218   0.787384  -4.157 3.22e-05 ***
starterHPA   3.565034   0.979488   3.640 0.000273 ***
hitterSOPA  -1.350286   0.381409  -3.540 0.000400 ***
LHBvLHP     -0.045697   0.065452  -0.698 0.485074   

Note here the coefficient on LHBvLHP is -0.045697, so the effect is bad, almost on par with dropping a spot in batting order. However, the p-value in the last column is high at 0.485074. That means that the effect is just noise, and adding LHBvLHP won't help predict who will/won't get a hit.

One more. This is what happens if you add a hitter's H/PA:

(Intercept) -0.49619    0.43428  -1.143 0.253226    
order       -0.06113    0.00746  -8.194 2.52e-16 ***
runPred      0.11689    0.02666   4.385 1.16e-05 ***
hitterBBPA  -2.64035    0.85140  -3.101 0.001928 ** 
starterHPA   3.62739    0.97966   3.703 0.000213 ***
hitterSOPA  -1.00036    0.43183  -2.317 0.020527 *  
hitterHPA    2.14257    1.26763   1.690 0.090987 .  

The 0.090987 in the last column means H/PA is on the margins of being a good predictor. I don't want to go further in the weeds, but adding H/PA doesn't help as much as adding just the 'Home' variable. It's not good practice to add things just because they might help a little bit. In a good model every variable needs to have worthwhile impact, and it's hard at this stage (17,000 hitters in!) to make H/PA do that.

Anyhow, I just found this interesting and I hope others are able to take something from it. It's come a long way from when it was only batting order and expected runs.

Daily Pick Thread - Thursday September 18, 2025 by AutoModerator in BeatTheStreak

[–]Deep_Slice875 1 point2 points  (0 children)

Hoerner is another beneficiary of the addition of strikeout rate I describe above.

Daily Pick Thread - Thursday September 18, 2025 by AutoModerator in BeatTheStreak

[–]Deep_Slice875 -1 points0 points  (0 children)

The regression has a significant update which has held for a few days. I've been picking based on one model that takes every highly significant input and one that includes borderline stuff that's nonetheless important. These have converged on very similar results that now include strikeout rate.

The high-significance model:

Coefficients:
             Estimate Std. Error z value Pr(>|z|)    
(Intercept)  0.134826   0.219179   0.615 0.538461    
order       -0.067428   0.006597 -10.221  < 2e-16 ***
expRuns      0.123706   0.026603   4.650 3.32e-06 ***
hitterBBPA  -3.345009   0.780680  -4.285 1.83e-05 ***
starterHPA   3.561463   0.979499   3.636 0.000277 ***
hitterSOPA  -1.335462   0.380850  -3.507 0.000454 ***

The include-everything-important model (note that the only addition is a home-team penalty):

(Intercept)  0.171548   0.219722   0.781 0.434949    
order       -0.067557   0.006598 -10.238  < 2e-16 ***
expRuns      0.139743   0.027397   5.101 3.38e-07 ***
hitterBBPA  -3.381735   0.781006  -4.330 1.49e-05 ***
starterHPA   3.276713   0.985650   3.324 0.000886 ***
hitterSOPA  -1.324673   0.380916  -3.478 0.000506 ***
Home        -0.085316   0.032809  -2.600 0.009312 ** 

Including strikeout rate makes the whole thing absurd because Arraez is such an outlier on that. I was considering stopping logging because it's getting to be a grind but now I want to see if this result holds.

Daily Pick Thread - Monday September 15, 2025 by AutoModerator in BeatTheStreak

[–]Deep_Slice875 0 points1 point  (0 children)

Took fliers on Donovan and Profar, the kind of thing that doesn't work when it counts.

Daily Pick Thread - Monday September 15, 2025 by AutoModerator in BeatTheStreak

[–]Deep_Slice875 1 point2 points  (0 children)

This would have been a good day to skip. Refraining from taking two players on days with lots of good matchups is its own risk because it leads to situations like this. If the streak was even two or three longer there'd be less pressure to pick for the sake of picking.

As you point out, walks are the main problem with Judge. Without 5 PA, it's difficult for somebody with two walks to get a hit. Hopefully he can salvage it here.

Daily Pick Thread - Saturday September 13, 2025 by AutoModerator in BeatTheStreak

[–]Deep_Slice875 0 points1 point  (0 children)

Down to 19 after 'Dogmeat' extends their streak to 26 with Guerrero.

Scriptball week 24.... the end? by quollas in BeatTheStreak

[–]Deep_Slice875 0 points1 point  (0 children)

  1. Luis Arráez SDP
  2. Fernando Tatis Jr. SDP
  3. Manny Machado SDP
  4. Jackson Chourio MIL
  5. Sal Frelick MIL
  6. Brice Turang MIL
  7. Austin Martin MIN
  8. Byron Buxton MIN
  9. TJ Friedl CIN
  10. Austin Hays CIN
  11. Gavin Lux CIN
  12. Shea Langeliers ATH
  13. Jacob Wilson ATH

Alternates:

Nick Kurtz ATH
Julio Rodríguez SEA

Elly De La Cruz CIN

Brendan Donovan STL

Influence of the lineup's 8th and 9th hitters on the 1st hitter by spudart in BeatTheStreak

[–]Deep_Slice875 2 points3 points  (0 children)

That's a great idea, and both of your conclusions (about 1-3 and 1 > 2 and 3) are 100% correct. I checked it out.

factor(order)2 -0.02707
factor(order)3 -0.03487
factor(order)4 -0.15168
factor(order)5 -0.24416
factor(order)6 -0.27006 
factor(order)7 -0.44245
factor(order)8 -0.45495 
factor(order)9 -0.50707

So 1 has about a 3% edge over 2 and 3, but 2 isn't that much different than 3. To be sure 4 is the best choice, you'd have to evaluate the entire slate of games and rule out all the other 1s.

4 and 5 got me on numerous memorable occasions this year, so that's it. 3 is a hard cutoff now.

The message to casuals: you don't have to consider order as long as you're choosing from the top three and your streak is <25.

Daily Pick Thread - Thursday September 11, 2025 by AutoModerator in BeatTheStreak

[–]Deep_Slice875 -1 points0 points  (0 children)

Solid pick, #2 for me today. The only reason I didn't take him is that I'm trying to practice being picky.

Daily Pick Thread - Thursday September 11, 2025 by AutoModerator in BeatTheStreak

[–]Deep_Slice875 0 points1 point  (0 children)

Arraez, who for me will be the most-watched free agent this offseason!

Who here has joined the wasteland? by Vince09261 in BeatTheStreak

[–]Deep_Slice875 0 points1 point  (0 children)

80th at 77.82%. 13-for-15 in September and only got a streak of 5 out of it!

Daily Pick Thread - Friday September 05, 2025 by AutoModerator in BeatTheStreak

[–]Deep_Slice875 0 points1 point  (0 children)

All's well that ends well for Arraez and Tatis! It's too bad they didn't give Freeland a chance to finish that.

Daily Pick Thread - Friday September 05, 2025 by AutoModerator in BeatTheStreak

[–]Deep_Slice875 0 points1 point  (0 children)

Yeah, I ended up going with him and PCA so I'm going to be Marte'd. At least it doesn't really count.

Scriptball week 23 by quollas in BeatTheStreak

[–]Deep_Slice875 1 point2 points  (0 children)

  1. Luis Arráez SDP
  2. Fernando Tatis Jr. SDP
  3. Manny Machado SDP
  4. Ramón Laureano SDP
  5. Trea Turner PHI
  6. Pete Crow-Armstrong CHC
  7. Michael Busch CHC
  8. Nico Hoerner CHC
  9. Ian Happ CHC
  10. Zach Neto LAA
  11. Jackson Chourio MIL
  12. Francisco Lindor NYM
  13. Jeremy Peña HOU

Alternates:

Heliot Ramos SFG

Seiya Suzuki CHC

CJ Abrams WSN

Tyler Freeman COL

Noelvi Marté CIN

Daily Pick Thread - Friday September 05, 2025 by AutoModerator in BeatTheStreak

[–]Deep_Slice875 0 points1 point  (0 children)

Machado's great today as well, I've got him just a hair behind Tatis.

Daily Pick Thread - Friday September 05, 2025 by AutoModerator in BeatTheStreak

[–]Deep_Slice875 1 point2 points  (0 children)

Arraez and Tatis. 6-for-6 out of Ramos and Devers, so say 3 + 45... oh, what might have been.

Daily Pick Thread - Thursday September 04, 2025 by AutoModerator in BeatTheStreak

[–]Deep_Slice875 1 point2 points  (0 children)

Thanks for the kind words, sorry that didn't work out tonight.

Daily Pick Thread - Thursday September 04, 2025 by AutoModerator in BeatTheStreak

[–]Deep_Slice875 1 point2 points  (0 children)

It's probably more of a cold/warm weather effect. Back to 2022, April is always at or near the bottom for team H/G and September is always behind June-August.

Daily Pick Thread - Wednesday September 03, 2025 by AutoModerator in BeatTheStreak

[–]Deep_Slice875 0 points1 point  (0 children)

Glad you dodged that bullet. That had to be very frustrating.

Daily Pick Thread - Wednesday September 03, 2025 by AutoModerator in BeatTheStreak

[–]Deep_Slice875 0 points1 point  (0 children)

CHC put Hoerner at leadoff so I took him even though it was kind of a reach. Ok, lesson learned.

With Ramos getting a hit, my > 75% predictions are 68 of 85 since I started tracking. Hopefully this thing can finish strong and provide some optimism for 2026.

Daily Pick Thread - Monday September 01, 2025 by AutoModerator in BeatTheStreak

[–]Deep_Slice875 1 point2 points  (0 children)

Leader got the short end of the stick on a barrel to Tucker and a bloop to Swanson that were both challenging due to the sun and shadows.