Title

Curvature Measures for Nonlinear Regression Models Using Continuous Designs with Applications to Optimal Design

Authors

Timothy O'Brien, Loyola University ChicagoFollow
Somsri Jamroenpinyo
Chinnaphong Bumrungsup

Document Type

Article

Publication Date

2010

Publication Title

Involve

Volume

3

Issue

3

Abstract

We present and illustrate the methodology to calculate curvature measures for continuous designs, and extend design criteria to incorporate continuous designs. These design algorithms include quadratic design procedures, a subset design criterion, a second-order mean-square error design criterion, and a marginal curvature design methodology. A discussion of confidence intervals is also provided for continuous designs.

Comments

Author Posting. © Mathematical Sciences Publishers, 2010. This article is posted here by permission of Mathematical Sciences Publishers for personal use, not for redistribution. The article was published in Involve, Volume 3, Issue 3, 2010, http://dx.doi.org/10.2140/involve.2010.3.317

Recommended Citation

O'Brien, T, S Jamroenpinyo, and C Bumrungsup. "Curvature Measures for Nonlinear Regression Models Using Continuous Designs with Applications to Optimal Design." Involve 3(3), 2010.

Creative Commons License

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Copyright Statement

© Mathematical Sciences Publishers, 2010.