Modern statisticians are familiar with the notion that any…
“Modern statisticians are familiar with the notion that any finite body of data contains only a limited amount of information on any point under examination; that this limit is set by the nature of the data themselves, and cannot be increased by any amount of ingenuity expended in their statistical examination: that the statistician's task, in fact, is limited to the extraction of the whole of the available information on any particular issue.”
About This Quote
This interpretation was drafted with AI assistance. It is one reading of the quote, not the author's own explanation.
Data contain a fixed amount of information; clever analysis cannot create more than what the data inherently hold.
In simple terms: Data limits what can be learned.
Key Takeaway
Focus on gathering richer data.
Themes
statistics
information theory
limitations
Mood
analytical
cautious
Type
technical
educational
When to use this quote
- research design
- market analysis
- clinical trials
Key Concepts
entropy
sampling
estimation
Questions to Reflect On
- What data would you need to answer your question?
- Are you assuming more information than exists?
A Different Perspective
Over‑reliance on analysis can mask data insufficiency.