Point
estimation refers to the use of a single statistic (number calculated
from the data in a sample) as an estimate of a parameter (a number
calculated from all of the measurements in a population).
At the very simplest level you can use the sample version of the parameter of interest as a point estimate. Examples
- A point estimate of the population mean is the sample mean
- A point estimate of the population variance is the sample variance
- A point estimate of the population proportion is a sample proportion
Why
say "a point estimate" instead of "the point estimate"? Because we
often have choices for the point estimate: I could use a trimmed mean as
a point estimate of a mean, for example.
There
are drawbacks in using point estimates rather than some type of
interval estimate, but coverage of those is fodder for another question
(or another responder to this post)
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