Developing Scheduling Standards Using Regression Analysis: An Application Guide

Abstract

This Application Guide presents a step-by-step introduction to the development of scheduling standards using regression analysis. The presentation employs an example taken from a shipyard sheet metal shop and discusses the issues and procedures in constructing scheduling standards from work order-level data on actual fabrication times. The methods described in this Application Guide have been applied in three different shipyard shops, and in each case have produced scheduling standards with a prediction accuracy of at least 10%, when applied to a set of work orders representing roughly a manweek of work. The cost to establish scheduling standards using these methods compares very favorably to the cost for other techniques, especially if engineered labor standards or measured labor standards must be available for those other methods.

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Document Details

Document Type
Technical Report
Publication Date
Jun 30, 1987
Accession Number
ADA454082

Entities

People

  • Leon F. Mcginnis
  • Robert J. Graves

Tags

Communities of Interest

  • Ground and Sea Platforms

DTIC Thesaurus Topics

  • Analysis Of Variance
  • Case Studies
  • Data Science
  • Data Sets
  • Databases
  • Engineering
  • Engineers
  • Fabrication
  • Industrial Engineering
  • Information Science
  • Production Engineering
  • Regression Analysis
  • Scheduling (Production)
  • Sheet Metal
  • Standards
  • Statistics
  • Systems Engineering

Readers

  • Instructional Design and Training Evaluation.
  • Logistics and Supply Chain Management.
  • Regression Analysis.