Manuals, Technical Papers, Independant Research and Tutorials
The full and comprehensive Users Guide for CORExpress®
Technical PapersBelow is an index of available technical papers, arranged by general topic. Within each topic area, an introductory article is listed first, followed by other papers on the topic.
CCR: Re-thinking Regression in the Presence of Near Collinearity (Magidson forthcoming for 2013)
Chapter in New perspectives in Partial least Squares and Related Methods (Springer Verlag)
Regression Modelling with Many Correlated Predictors (Magidson and Bennett 2012)
A new approach to linear and logistic regression with high dimensional data.
Presented at the Royal Statistical Society Conference September 2012
This note contains a brief technical overview of the CCR Methodology
This article introduces the Correlated Component Regression (CRR) Approach and compares it with other method, including penalized regression and principal components regression
This article was presented at COMPSTAT 2010
Presented at 5th ESSEC-SUPELEC Statistical Workshop on "PLS (Partial Least Squares) Developments"
Presented at the ERCIM 2010 Conference: London in December 12, 2010
Presented at the Modern Modeling Methods (M3) Conference, Univ. of Connecticut on May 25, 2011
Independant Research PapersThe following research papers, which have been produced by our clients or associates, used CCR to analayse the data.
The urban brain: analysing outdoor physical activity with mobile EEG. (Aspinall P, Mavros P, Coyne R, Roe J. 2013) Brit. J Sports Med. March 2013.
This article introduces suppressor variables and the importance of including them as predictors in regression models
TutorialsAll sample datasets and sample .spp files used the tutorial below are downloaded to your computer when you install the demo version of CORExpress. Additional tutorials will be added over time.
This tutorial introduces Key Driver Regression using CCR-LM in CORExpress
This tutorial introduces the use of CCR-Linear in CORExpress with many predictors
This tutorial introduces the use of CCR-LDA in CORExpress