Design, Analysis, and Interpretation of Screening Studies for Human Factors Engineering Research. Revised Edition [microform] / Charles W. Simon.
Methods are described for constructing Resolution IV Screening designs that are robust to linear, quadratic, and cubic trend effects and will also keep the number of factor-level changes for some variables at a minimum. Complete designs, capable of screening up to 32 variables, are provided along wi...
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| Format: | Microfilm Book |
| Language: | English |
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[S.l.] :
Distributed by ERIC Clearinghouse,
1978.
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| 099 | |f ERIC DOC # |a ED157710 | ||
| 100 | 1 | |a Simon, Charles W. | |
| 245 | 1 | 0 | |a Design, Analysis, and Interpretation of Screening Studies for Human Factors Engineering Research. Revised Edition |h [microform] / |c Charles W. Simon. |
| 260 | |a [S.l.] : |b Distributed by ERIC Clearinghouse, |c 1978. | ||
| 300 | |a 251 p. | ||
| 336 | |a text |2 rdacontent. | ||
| 337 | |a microform |2 rdamedia. | ||
| 338 | |a microfiche |2 rdacarrier. | ||
| 500 | |a Sponsoring Agency: Air Force Office of Scientific Research, Washington, DC. |5 ericd. | ||
| 500 | |a Contract Number: F44620-76-C-0008. |5 ericd. | ||
| 500 | |a ERIC Note: Update to ED 150 005; Contains marginal legibility in Appendices; Pages 194 and 198 removed due to oversize and marginal legibility. |5 ericd. | ||
| 500 | |a ERIC Document Number: ED157710. | ||
| 520 | |a Methods are described for constructing Resolution IV Screening designs that are robust to linear, quadratic, and cubic trend effects and will also keep the number of factor-level changes for some variables at a minimum. Complete designs, capable of screening up to 32 variables, are provided along with appropriate methods of analysis. Numerous criteria for selecting non-trivial variables are discussed, including: mean difference, eta squared, cumulative probability, and half-normal plots. How to handle subjects in an experiment is described when their characteristics can be included as experimental factors and when they cannot be, and when subjects are merely a form of replication. The values of introducing multiple center points into screening designs are discussed. Lack-of-fit tests are provided to help decide whether a second- or third-order response surface is needed. Numerous methods of analyzing screening studies with multiple responses are described. A method is given for developing a prediction equation with data collected from an incomplete screening design. (Author/HM) | ||
| 533 | |a Microfiche. |b [Washington D.C.]: |c ERIC Clearinghouse |e microfiches : positive. | ||
| 583 | 1 | |a committed to retain |c 20240101 |d 20490101 |5 CoU |f Alliance Shared Trust |u https://www.coalliance.org/shared-print-archiving-policies | |
| 650 | 1 | 7 | |a Behavioral Science Research. |2 ericd. |
| 650 | 0 | 7 | |a Factor Analysis. |2 ericd. |
| 650 | 1 | 7 | |a Human Factors Engineering. |2 ericd. |
| 650 | 1 | 7 | |a Research Design. |2 ericd. |
| 650 | 0 | 7 | |a Scientific Methodology. |2 ericd. |
| 650 | 1 | 7 | |a Screening Tests. |2 ericd. |
| 650 | 1 | 7 | |a Statistical Analysis. |2 ericd. |
| 650 | 0 | 7 | |a Trend Analysis. |2 ericd. |
| 710 | 2 | |a Canyon Research Group. | |
| 856 | 4 | 2 | |z Request ERIC Document |u https://colorado.idm.oclc.org/login?url=https://colorado.illiad.oclc.org/illiad/COD/illiad.dll?Action=10&Form=23 |
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| 952 | f | f | |p Can circulate |a University of Colorado Boulder |b Boulder Campus |c Offsite |d PASCAL Offsite |e ED157710 |h Other scheme |i microfiche |n 1 |