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The Wizard of Winter Quarters

@samuelelzinga

Mix of stats, R/Python, occasional REECA, and tabletop war gaming I guess

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19.08.2023
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Latest posts by The Wizard of Winter Quarters @samuelelzinga

Honestly the only thing keeping me sane and not spiraling is @nathanevansfox.bsky.social’s music. His voice is how my whole rural town feels

26.02.2026 20:41 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 2

Genuinely at a loss why my grad program insists that some classes are taught exclusively in SAS

16.02.2026 19:59 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

This is the real downside to AI. It inconveniences me by making me show my work. Gonna go picket my local data center I guess

16.02.2026 01:44 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

I’m begging my professors to let me just submit code instead of also submitting all of the equations typed in LaTeX.

16.02.2026 01:44 πŸ‘ 0 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

This is true! I love a good Thai pepper pizza. People gotta be more open minded with their toppings and sauces. Pizza traditionalism deprives one of all the beautiful flavors that exist!

16.02.2026 01:42 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Anyway I keep making wicked pizzas

16.02.2026 01:37 πŸ‘ 1 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
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First survival analysis homework completed…

Idk how I’m gonna do the other three in the semester. HOWEVER - it did click right at the end, so maybe there’s hope

11.02.2026 04:43 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

I thought I understood statistics. Then I took survival analysis

10.02.2026 03:06 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

Thanks!!

08.02.2026 02:40 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Y’all mind if this white boy makes some butter chicken pizza?

08.02.2026 00:50 πŸ‘ 10 πŸ” 3 πŸ’¬ 1 πŸ“Œ 0

Update: got a 100 on the assignment

02.02.2026 19:32 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

Ssssshhhhhh let me live in my rigid world

01.02.2026 21:23 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

I’ll take your word for it

01.02.2026 03:48 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

Hot

01.02.2026 03:22 πŸ‘ 1 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
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I hate LaTeX with a fiery passion.

Anyway here’s my attempt at deriving the MLE value of mu from the normal distribution formula bc my professor hates us

01.02.2026 03:22 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 1

This is what I look like pulling up to bishopric every week

25.01.2026 23:57 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

He hates me, Thad

25.01.2026 22:49 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

Hot πŸ₯΅

25.01.2026 20:43 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

My statistical learning professor is insisting we use Python for all our homework and I am SEETHING

25.01.2026 20:41 πŸ‘ 1 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

Hmmm perhaps I’ll spend some more time on this app again. @deaconblues1979.bsky.social is pretty persuasive

18.01.2026 02:49 πŸ‘ 2 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

Tough but fair 🫑

18.01.2026 02:48 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

Crashout has been postponed I forgot to use a vector instead of a single value - I can calculate it fine

03.05.2025 04:09 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

This is coming on the heels of spending two days on a ridiculous multivariate optimization problem. My poor, smooth brain

03.05.2025 03:58 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

The multivariate normal distribution is fun because I’m just gonna trust an R package to compute the PDF values for me - I’m not gonna spend the time to verify it’s correct or even that I’m using it right lmao

03.05.2025 03:57 πŸ‘ 1 πŸ” 0 πŸ’¬ 1 πŸ“Œ 1
Preview
a man speaking in front of a crowd with a sign that says trusted leadership for a stronger america ALT: a man speaking in front of a crowd with a sign that says trusted leadership for a stronger america

Built a predictive model in one evening that has a ROC curve AUC of 0.998

20.04.2025 02:30 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

Softly weeping on the couch as I listen to Joe Hisaishi’s greatest hits

12.04.2025 03:08 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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General Conference over the weekend means mini painting!

Got this Hell Knight for trench crusade done :)

09.04.2025 01:11 πŸ‘ 5 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

Didn’t realize you were over here :)

31.03.2025 02:02 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

Wouldn’t be a Saturday if I didn’t spend an hour writing a proof for the take home section of my midterm.

At least there are no numbers involved..?

15.03.2025 18:05 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

Missed two questions on one of my stats midterms. That’s decided my evening activity - hyperfixate on why I got those two questions wrong and come to the conclusion I’m a deeply flawed, stupid individual.

13.03.2025 22:26 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0