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Simultaneous optimization of incomplete multi-response experiments

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Title Simultaneous optimization of incomplete multi-response experiments
Not Available
 
Creator P.K. Nandi
Rajender Parsad
V.K. Gupta
 
Subject Incomplete Multi-Response Experiments
Simultaneous Optimization
Response Surface Designs
Ridge Analysis
 
Description Not Available
This article attempts to develop a simultaneous optimization procedure of several response
variables from incomplete multi-response experiments. In incomplete multi-response
experiments all the responses (p) are not recorded from all the experimental units (n). Two
situations of multi-response experiments considered are (i) on n1 units all the responses are
recorded while on n2=n-n1 units a subset of p2 < p responses is recorded and (ii) on n2
units all the responses (p) are recorded, on n1 units a subset of p1 < p responses is recorded
and on n3(n-n1-n2) units the remaining subset of p2 (=p-p1) responses is recorded. The
procedure of estimation of parameters from linear multi-response models for incomplete
multi-response experiments has been developed for both the situations. It has been shown that
the parameter estimates are consistent and asymptotically unbiased. Using these parameter
estimates, simultaneous optimization of incomplete multi-response experiments is attempted
following the generalized distance criterion. For the implementation of these procedures, SAS
codes have been developed for both complete (k ≤ 5, p = 5) and incomplete (k ≤ 5, p1 = 2, 3 and p2 =
2, 3, where k is the number of factors) multi-response experiments. The procedure developed is
illustrated with the help of a real data set.
Not Available
 
Date 2017-06-23T04:14:40Z
2017-06-23T04:14:40Z
2015-08-13
 
Type Research Paper
 
Identifier Nandi, P.K., Parsad, Rajender, Gupta, V.K. (2015). Simultaneous optimization of incomplete multi-response experiments. Open Journal of Statistics, (5), 430-444
Not Available
http://krishi.icar.gov.in/jspui/handle/123456789/4400
 
Language English
 
Relation Not Available;
 
Publisher Scientific Research Publishing