Open main menu
Home
Random
Recent changes
Special pages
Community portal
Preferences
About Wikipedia
Disclaimers
Incubator escapee wiki
Search
User menu
Talk
Dark mode
Contributions
Create account
Log in
Editing
Standard error
(section)
Warning:
You are not logged in. Your IP address will be publicly visible if you make any edits. If you
log in
or
create an account
, your edits will be attributed to your username, along with other benefits.
Anti-spam check. Do
not
fill this in!
===Independent and identically distributed random variables with random sample size=== There are cases when a sample is taken without knowing, in advance, how many observations will be acceptable according to some criterion. In such cases, the sample size <math>N</math> is a random variable whose variation adds to the variation of <math>X</math> such that,<math display="block">\operatorname{Var}(T) = \operatorname{E}(N)\operatorname{Var}(X) + \operatorname{Var}(N)\big(\operatorname{E}(X)\big)^2</math><ref>{{ cite book | last1 = Cornell | first1 = J R | last2 = Benjamin | first2 = C A | title = Probability, Statistics, and Decisions for Civil Engineers | publisher = McGraw-Hill | location = NY | year = 1970 | isbn = 0486796094 | pages = 178β179 }}</ref> which follows from the [[law of total variance]]. If <math>N</math> has a ''[[Poisson distribution]]'', then <math>\operatorname{E}(N)= \operatorname{Var}(N)</math> with estimator <math>n = N</math>. Hence the estimator of <math>\operatorname{Var}(T)</math> becomes <math>nS^2_X + n\bar{X}^2</math>, leading the following formula for standard error: <math display="block">\operatorname{Standard~Error}(\bar{X})= \sqrt{\frac{S^2_X + \bar{X}^2}{n}}</math> (since the standard deviation is the square root of the variance).
Edit summary
(Briefly describe your changes)
By publishing changes, you agree to the
Terms of Use
, and you irrevocably agree to release your contribution under the
CC BY-SA 4.0 License
and the
GFDL
. You agree that a hyperlink or URL is sufficient attribution under the Creative Commons license.
Cancel
Editing help
(opens in new window)