Nonlinear Redundancy Analysis. Research Report 88-1 [microform] / Eeke van der Burg and Jan de Leeuw
- Bib ID:
- 5505291
- Format:
- Book and Microform
- Author:
- van der Burg, Eeke
- Online Version:
- https://eric.ed.gov/?id=ED308251
Broken link? let us search Trove , the Wayback Machine , or Google for you.
- Description:
-
- [Washington, D.C.] : Distributed by ERIC Clearinghouse, 1988
- 35 p.
- Summary:
-
A non-linear version of redundancy analysis is introduced. The technique is called REDUNDALS. It is implemented within the computer program for canonical correlation analysis called CANALS. The REDUNDALS algorithm is of an alternating least square (ALS) type. The technique is defined as minimization of a squared distance between criterion variables and weighted predictor variables. With the help of optimal scaling, the variables are non-linearly transformed. An application of the REDUNDALS technique used data from a survey conducted with members of the Dutch parliament who gave their opinions on seven issues and their preference votes for political parties. This example illustrates that the non-linear redundancy analysis corresponds to a multivariate multiple regression with optimal scaling. In the case of the Dutch parliamentary data, the REDUNDALS results are mostly comparable with the numerical CANALS analysis. The programs are combined, but CANALS finds directions in both sets of variables that correlate maximally, independent of how much variance is explained, while REDUNDALS explains as much variance as possible in every criterion direction. Two tables provide information about the parliamentary study, and a figure illustrates the monotone transformations of the variables. A 33-item list of references is included. (SLD)
- Notes:
-
- Availability: Bibliotheek, Department of Education, University of Twente, P.O. Box 217, 7500 AE Enschede, The Netherlands.
- May also be available online. Address as at 14/8/18: https://eric.ed.gov/
- Reproduction:
- Microfiche. [Washington D.C.]: ERIC Clearinghouse microfiches : positive.
- Subject:
-
- Algorithms
- Attitude Measures
- Computer Oriented Programs
- Correlation
- Foreign Countries
- Least Squares Statistics
- Multivariate Analysis
- Predictor Variables
- Statistical Analysis
- Nonlinear Models Redundancy Analysis
- CANALS (Computer Program) Canonical Redundancy Statistic Netherlands Optimal Scaling Parliamentarians REDUNDALS Technique
- Other authors/contributors:
- Available From:
- ERIC
- Copyright:
-
In Copyright
You may copy under some circumstances, for example you may copy a portion for research or study. Order a copy through Copies Direct to the extent allowed under fair dealing. Contact us for further information about copying.
Copyright status was determined using the following information:
- Material type:
- Literary Dramatic Musical
- Published status:
- Published
- Publication date:
- 1988
Copyright status may not be correct if data in the record is incomplete or inaccurate. Other access conditions may also apply. For more information please see: Copyright in library collections.
Request this item
Request this item to view in the Library’s reading room.
Feedback
Similar items
- Preliminary design of of [sic] the redundant software experiment [microform] / Roy Campbell ... [et al.]
- Robust adaptive kinematic control of redundant robots [microform] / M. Tarokh and D.D. Zuck
- A global path planning approach for redundant manipulators [microform] / Sanjeev Seereeram and J. Wen
- The Redundancy Index in Canonical Correlation Analysis [microform] / Roberta L. Benton
- A global approach for using kinematic redundancy to minimize base reactions of manipulators [microform] / C.L. Chung and S. Desa