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Title: Cramer-Rao Lower Bound: An Example PDF
Url: http://www.macs.hw.ac.uk/~gavin/stats5/crlb.pdf
Creator: Gibson, Gavin
Publisher: Heriot-Watt University
Description: Created by Gavin Gibson of Heriot Watt University, this file applies the Cramer-Rao inequality to a binomial random variable to prove that the usual estimator of p is a minimum variance unbiased estimator. This is a fairly simple explanation of this theory. The pdf is only two pages in length, but still provides a nice series of mathematical equations that are helpful in explaining this method.
LC Classification: Science -- Mathematics -- Mathematical statistics
Science -- Mathematics -- Mathematical statistics -- Analysis of variance and covariance. Experimental design
Science -- Mathematics -- Mathematical statistics -- Estimation theory
GEM Subject: Mathematics -- Statistics
Key Concept: Mathematics -- Statistics
Mathematics -- Tests of variance
Resource Type: Reference Material
Instructional Material
Format: Document -- PDF
Audience: Educator
Learner
Education Level: Higher Education
Higher Education -- Graduate/Professional
Higher Education -- Undergraduate (Lower Division)
Higher Education -- Undergraduate (Upper Division)
Higher Education -- Technical Education (Upper Division)
Higher Education -- Technical Education (Lower Division)
Vocational/Professional Development Education
Language: English
Access Rights: Free access
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Source: CAUSEweb
Full Record Views: 35
Resource URL Clicks: 889
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