File:Antisampling for estimation - an overview (IA antisamplingfore00rowe).pdf

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Antisampling for estimation : an overview   (Wikidata search (Cirrus search) Wikidata query (SPARQL)  Create new Wikidata item based on this file)
Author
Rowe, Neil C.
image of artwork listed in title parameter on this page
Title
Antisampling for estimation : an overview
Publisher
Monterey, California : Naval Postgraduate School
Description
Title from cover
"Prepared for: Chief of Naval Research"--Cover
"October 1984"--Cover
"NPS52-84-016"--Cover
DTIC Identifiers: Antisampling
Author(s) key words: Statistical computing, databases, query processing, production systems, estimation, constraints, inequalities, parametric optimization, sampling, expert systems, performance evaluation, variational methods
Includes bibliographical references (p. 16-18)
Technical report; 1984
We survey a new way to get quick estimates of the values of simple statistics (like count, mean, standard deviation, maximum, median, and mode frequency) on a large data set. This approach is a comprehensive attempt (apparently the first) to estimate statistics without any sampling, by reasoning about various sets containing a population interest. Our antisampling techniques have connections to those of sampling (and have duals in many cases), but they have different advantages and disadvantages, making antisampling sometimes preferable to sampling, sometimes not. In particular, they can only be efficient when data is in a computer, and they exploit computer science ideas such as production systems and database theory. Antisampling also requires the overhead of construction of an auxiliary structure, a database abstract . Tests on sample data show similar or better performance than simple random sampling. We also discuss more complex methods of sampling and their disadvantages
aq/aq cc:9116 08/07/98
kmc/kmc 10/28/09

Subjects: METAMATHEMATICS.; COMPUTER PROGRAMMING.
Language en_US
Publication date October 1984
publication_date QS:P577,+1984-10-00T00:00:00Z/10
Current location
IA Collections: navalpostgraduateschoollibrary; fedlink; americana
Accession number
antisamplingfore00rowe
Notes some content may be lost due to the binding of the book.
Authority file  OCLC: 1040000257
Source
Internet Archive identifier: antisamplingfore00rowe
https://archive.org/download/antisamplingfore00rowe/antisamplingfore00rowe.pdf

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Public domain
This work is in the public domain in the United States because it is a work prepared by an officer or employee of the United States Government as part of that person’s official duties under the terms of Title 17, Chapter 1, Section 105 of the US Code. Note: This only applies to original works of the Federal Government and not to the work of any individual U.S. state, territory, commonwealth, county, municipality, or any other subdivision. This template also does not apply to postage stamp designs published by the United States Postal Service since 1978. (See § 313.6(C)(1) of Compendium of U.S. Copyright Office Practices). It also does not apply to certain US coins; see The US Mint Terms of Use.
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