کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
1021321 | 941013 | 2014 | 8 صفحه PDF | دانلود رایگان |
عنوان انگلیسی مقاله ISI
On Components, Latent Variables, PLS and Simple Methods: Reactions to Rigdon's Rethinking of PLS
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موضوعات مرتبط
علوم انسانی و اجتماعی
مدیریت، کسب و کار و حسابداری
کسب و کار و مدیریت بین المللی
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چکیده انگلیسی
Rigdon (2012) suggests that partial least squares (PLS) can be improved by killing it, that is, by making it into a different methodology based on components. We provide some history on problems with component-type methods and develop some implications of Rigdon's suggestion. It seems more appropriate to maintain and improve PLS as far as possible, but also to freely utilize alternative models and methods when those are more relevant in certain data analytic situations. Huang's (2013) new consistent and efficient PLSe2 methodology is suggested as a candidate for an improved PLS.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Long Range Planning - Volume 47, Issue 3, June 2014, Pages 138–145
Journal: Long Range Planning - Volume 47, Issue 3, June 2014, Pages 138–145
نویسندگان
Peter M. Bentler, Wenjing Huang,