A PC program to aid in the choice of the design matrix in multiple linear regression. Academic Article

abstract

• A PC program, DESIGN, which can be used to evaluate and compare alternative choices of the design matrix, X, in the general linear model y = X beta + epsilon is described, illustrated and made available to interested readers. Given X, the program (1) computes various measures of the 'stability' of X and X'X and (2) determines the precisions of estimates of the model parameters, beta, and of predicted values, , at the given design points. Examples focusing on polynomial regression are given.

authors

• Schneiderman, Emet

published proceedings

• Int J Biomed Comput

altmetric score

• 9

author list (cited authors)

• Furey, A. M., Kowalski, C. J., Schneiderman, E. D., & Willis, S. M.

citation count

• 2

complete list of authors

• Furey, AM||Kowalski, CJ||Schneiderman, ED||Willis, SM

publication date

• January 1993

publisher

• Elsevier  Publisher

published in

• International journal of bio-medical computing  Journal

keywords

• Data Interpretation, Statistical
• Linear Models
• Microcomputers
• Models, Statistical
• Software
• Software Design

PubMed Central ID

• 8349356

Digital Object Identifier (DOI)

• 10.1016/0020-7101(93)90056-c

start page

• 1

end page

• 23

volume

• 33

issue

• 1

URL

• http://dx.doi.org/10.1016/0020-7101(93)90056-c