DMDC Sample Planning Tools User's Manual (Version 1.2)

Abstract

This report describes the Sample Planning Tool(Tool) developed for surveys conducted by the Defense Manpower Data Center (DMDC). The approach implemented by the Tool is particularly suited for where there is a great depth of information (such as in personnel databases) available on the population to be sampled. The software is designed to produce optimal sample designs for the general class of designs with cost models that are restricted to mail data collection procedures and variance models that are restricted to stratified random sampling design. Features of the Tool assist in: constructing and stratifying the sampling frame, constructing cost and variance models, defining reporting domains to provide the basic for specifying the precision requirements for the surveys, and specifying and imposing precision requirements. With this information the Tool computes the minimum cost allocation of the sample that will satisfy the precision requirements. The mathematical basis for the tool is provided by the Karush-Kuh Kuhn-Tucker necessary conditions for function minimization (Kuhn & Tucker, 1951) as described by Chromy (1987). The intended users of the Tool are sampling statisticians and other analysts familiar with sampling theory. The Tool is written in Visual Basic and executed in Microsoft Access 2.0.

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Document Details

Document Type
Technical Report
Publication Date
Dec 03, 1997
Accession Number
ADA286937

Entities

People

  • Jill D. Kavee
  • Robert E. Mason

Organizations

  • RTI International

Tags

Communities of Interest

  • Biomedical
  • Human Systems
  • Materials and Manufacturing Processes

DTIC Thesaurus Topics

  • Basic Programming Language
  • Cost Models
  • Costs
  • Data Centers
  • Data Processing
  • Database Management Systems
  • Databases
  • Demography
  • Field Grade Officers
  • Information Science
  • Military Personnel
  • Operating Systems
  • Personnel Management
  • Sampling
  • Statistical Sampling
  • Statistics
  • Surveys

Readers

  • Database Systems and Applications
  • Operations Research
  • Regression Analysis.