dataHamadaWu: Cast fatigue experiment of Hunter et al. (1982)

In GDSARM: Gauss - Dantzig Selector: Aggregation over Random Models

Cast fatigue experiment of Hunter et al. (1982)

Description

A cast fatigue experiment with 12 runs and 7 factors was originally studied by Hunter et al. (1982), and was later revisited by Hamada and Wu (1992) and Phoa et al. (2009), among others. It is widely accepted for these data that V6 (F) and interaction V6:V7 (F:G) are active effects, with interaction of V1:V5 (A:E) possibly being active as well.

Usage

data(dataHamadaWu)

Format

A data frame with 12 rows and 8 columns:

V1

Factor A

V2

Factor B

V3

Factor C

V4

Factor D

V5

Factor E

V6

Factor F

V7

Factor G

V8

Response

Source

Hamada, M. and C. F. J. Wu (1992). Analysis of designed experiments with complex aliasing. Journal of Quality Technology 24 (3), 130–137.

Hunter, G. B., F. S. Hodi, and T. W. Eagar (1982). High cycle fatigue of weld repaired cast Ti-6AI-4V. Metallurgical Transactions A 13 (9), 1589–1594.

Phoa, F. K., Y. H. Pan, and H. Xu (2009). Analysis of supersaturated designs via the Dantzig selector. Journal of Statistical Planning and Inference 139 (7), 2362–2372.

Examples

data(dataHamadaWu)
X = dataHamadaWu[,-8]
Y= dataHamadaWu[,8]

GDSARM documentation built on July 14, 2022, 1:05 a.m.