# Statistical Inference Task

(Redirected from statistical inference task)

Jump to navigation
Jump to search
A Statistical Inference Task is an inference task that is a statistical task (which requires a statistical inference that is based on a population sample).

**Context:**- Input: a Random Population Sample.
**output:**a Statistical Inference.- It can be solved by a Statistical Inference System (that implements a statistical inference algorithm).

**Example(s):**- The likelihood of the next coin toss being heads is 50.5%.
- The document topics in an unannotated corpus.
- a Statistical Hypothesis Testing Task.
- …

**Counter-Example(s):****See:**Statistical Inference Algorithm, Probability Distribution, Statistical Population, Sampling (Statistics).

## References

### 2016

- (Wikipedia, 2016) ⇒ https://en.wikipedia.org/wiki/Statistical_inference Retrieved:2016-8-3.
**Statistical inference**is the process of deducing properties of an underlying distribution by analysis of data.^{[1]}Inferential statistical analysis infers properties about a population: this includes testing hypotheses and deriving estimates. The population is assumed to be larger than the observed data set; in other words, the observed data is assumed to be sampled from a larger population.Inferential statistics can be contrasted with descriptive statistics. Descriptive statistics is solely concerned with properties of the observed data, and does not assume that the data came from a larger population.

- ↑ Upton, G., Cook, I. (2008)
*Oxford Dictionary of Statistics*, OUP. ISBN 978-0-19-954145-4