Theory of Parameters and Reference Frames of Statistics

A meta‑statistical framework arguing that any statistical claim is only meaningful relative to a specific set of parameters (what is measured, how, at what scale) and a specific reference frame (the population, time period, and context). Changing either can change the result entirely, yet statistics are often presented as absolute. This theory demands that every statistical assertion be accompanied by its parameters and reference frame, and that comparisons across frames be made with extreme caution. It explains why contradictory studies can both be “true” – they operate in different frames.

Theory of Parameters and Reference Frames of Statistics Example: “He quoted a crime statistic without mentioning it was from 1990, in a small town, counting only reported felonies. The theory of parameters and reference frames reminds us: no statistic is context‑free.”

Theory of Parameters and Reference Frames of Data

A framework that treats data not as raw, objective facts but as products of specific choices: what to include/exclude, how to clean and code, what measurement scale to use, and what reference frame (time, location, demographic) to adopt. Different parameters and frames produce different data from the same underlying phenomena. This theory opposes data essentialism – the belief that data speak for themselves – and insists that understanding data requires understanding the decisions that shaped them. It is foundational for critical data studies.

Example: “The company claimed their dataset was ‘objective,’ but the theory of parameters and reference frames showed they had excluded non‑English users and filtered out night‑time activity. The data was real; the frame was engineered.”

Theory of Parameters and Reference Frames of Statistics by Abzugal May 22, 2026

Grindset

The grindset is a contemporary ideology of self-exploitation disguised as strength, deeply tied to the aesthetics of the “sigma male” and to new digital forms of patriarchy. It promotes the idea that human worth depends on productivity, economic success, absolute emotional control, and the ability to work endlessly, turning vulnerability, rest, community, and tenderness into signs of weakness. Beneath its rhetoric of discipline and power often lies a profound inability to relate healthily to pain, fragility, and human interdependence.

“That’s the grindset, brother. While weak men sleep and complain, sigma males stay disciplined, work in silence, suppress emotions, and build power while everyone else wastes time chasing comfort.”

Grindset by Omega-Male May 22, 2026

jerb 

well known from south park
rednecks get angrry that future folk took there jobs so they yell
They took ouare jerbs!

Them future folk took ouare jerbs!

jerb by Jimberley Kim April 7, 2005

Cheeks 

An Irish phrase meaning shit, derived from ass
(Not to be confused with the literal description of one's buttocks)

"Did you hear the song Aylek$ dropped?"
"Hardly. Her music is absolute cheeks."

"My boyfriend say LaFlame is cheeks."
"Tell your boyfriend I said it's his mixtape that's cheeks."

Cheeks by thecartisan April 26, 2020

sans sheriff 

Lawless use of fonts or typography, with no regard to aesthetics or legibility

I'm putting this CV straight in the bin. Written totally sans sheriff.

sans sheriff by Jamarley July 3, 2019

Breadhead 

Someone who is addicted to obtaining money and building wealth. A money addict and fanatic. Breadheads often work more than one full-time job, and some even participate in illicit activities to "obtain the bread".

A breadhead is like a crackhead, but for money instead of crack.

Breadhead by 🅱️ U S 3 4 8 March 30, 2022

Stink lines

As seen in illustrations or cartoons: Wavy, vertical lines rising above a person, place or thing. Denotes a foul odor.

"You didn't put enough stink lines on your picture of the teacher."

Stink lines by Athene Airheart March 14, 2004