A note on the construction of locally D- and D-S-optimal designs for the binary logistic model with several explanatory variables

作者：Kabera M Gaetan^*; Haines Linda M; Ndlovu Principal

来源：STATISTICS %26 PROBABILITY LETTERS, 2012, 82(5): 865-870.

DOI：10.1016/j.spl.2012.01.023

• D-optimality
• D-S-optimality
• k-variable binary logistic model
• Standardized variance function

An explicit formulation of D- and D-S-optimal designs for the binary logistic regression model in several variables, without interaction between the variables, is presented. The proof of the optimality of the designs is %26quot;traditional%26quot; in the sense that it invokes the Equivalence Theorem, and builds on the earlier work of Sitter and Torsney (1995b) and Torsney and Gunduz (2001) and complements that given by Yang et al.

• 出版日期2012-5