Optimal designs for 2k factorial experiments with binary response
نویسندگان
چکیده
منابع مشابه
Optimal Designs for 2 Factorial Experiments with Binary Response
We consider the problem of obtaining D-optimal designs for factorial experiments with a binary response and k qualitative factors each at two levels. We obtain a characterization of locally D-optimal designs. We then develop efficient numerical techniques to search for locally D-optimal designs. Using prior distributions on the parameters, we investigate EW D-optimal designs that maximize the d...
متن کاملOptimal Designs for Two-level Factorial Experiments with Binary Response
We consider the problem of obtaining locally D-optimal designs for factorial experiments with qualitative factors at two levels each with binary response. Our focus is primarily on the 2 experiment. In this paper, we derive analytic results for some special cases and indicate how to handle the general case. The performance of the uniform design in examined and we show that this design is highly...
متن کاملOptimal Factorial Designs for Cdna Microarray Experiments
We consider cDNA microarray experiments when the cell populations have a factorial structure, and investigate the problem of their optimal designing under a baseline parametrization where the objects of interest differ from those under the more common orthogonal parametrization. First, analytical results are given for the 2× 2 factorial. Since practical applications often involve a more complex...
متن کاملStatistica Sinica 5(1995), 405-419 OPTIMAL DESIGNS FOR BINARY RESPONSE EXPERIMENTS WITH TWO DESIGN VARIABLES
D-optimal and c-optimal designs for binary response experiments with two design variables are considered. It is shown that with two design variables and a bounded design space, there exists a D-optimal design which has at most four or six symmetrically arranged support points, from which further reduction in the number of support points may sometimes be accomplished by using an asymmetric weigh...
متن کاملOptimal designs for conjoint experiments
In conjoint experiments, each respondent receives a set of profiles to rate. Sometimes, the profiles are expensive prototypes that respondents have to test before rating them. Designing these experiments involves determining how many and which profiles each respondent has to rate and how many respondents are needed. To that end, the set of profiles offered to a respondent is treated as a separa...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Statistica Sinica
سال: 2017
ISSN: 1017-0405
DOI: 10.5705/ss.2013.265