---
title: "Meaning & Key Takeaway of: I have a theory of statistics: if you can…"
description: "\"I have a theory of statistics: if you can double them or halve them and they still work, they are really good statistics.\" — Anonymous"
image: "https://sms4smile.com/quotes/i/ad0/anonymous-1_data_i-have-a-theory-of-statistics-if-you-can_998098.jpg"
---

#  I have a theory of statistics: if you can double them or…

![“I have a theory of statistics: if you can double them or halve them and they still work, they are really good statistics.” quote by Anonymous](https://sms4smile.com/quotes/i/ad0/anonymous-1_data_i-have-a-theory-of-statistics-if-you-can_998098.jpg)   [Download](https://sms4smile.com/quotes/i/ad0/anonymous-1_data_i-have-a-theory-of-statistics-if-you-can_998098.jpg) [Open image](https://sms4smile.com/quotes/i/ad0/anonymous-1_data_i-have-a-theory-of-statistics-if-you-can_998098.jpg)

> “I have a theory of statistics: if you can double them or halve them and they still work, they are really good statistics.”

[Anonymous](https://sms4smile.com/quotes/author/anonymous/)

## About This Quote

This interpretation was drafted with AI assistance. It is one reading of the quote, not the author's own explanation.

Good statistics remain reliable under scaling transformations, indicating robustness.

**In simple terms:** If stats hold when doubled or halved, they’re strong.

Key Takeaway

Value robust, scalable statistics.

Themes

statistics robustness scaling

Mood

analytical pragmatic

Type

scientific educational

When to use this quote

- research design
- data analysis
- policy making
- quality control

Key Concepts

methodology validation science

Questions to Reflect On

- How do you test robustness?
- What limits exist for this rule?

A Different Perspective

May not apply to all data types.

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