THE GLORY OF SUBOPTIMAL FACTOR ROTATION - WHY LOCAL MINIMA IN ANALYTIC OPTIMIZATION OF SIMPLE STRUCTURE ARE MORE BLESSING THAN CURSE

被引:22
作者
ROZEBOOM, WW
机构
[1] University of Alberta, Department of Psychology, Edmonton
关键词
D O I
10.1207/s15327906mbr2704_5
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
Yet another facet of factor indeterminacy rears its ugly head: Factor rotation algorithms do not generally find the best solutions of which they are capable. But when enriched with the capacity to conduct repeated searches from random starting positions, a rotation algorithm's propensity to converge to optima that are merely local can be fashioned into a seine for catching interpretively provocative rotations of the input factors that might otherwise elude discovery.
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页码:585 / 599
页数:15
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