Return-Path: X-Original-To: apmail-commons-issues-archive@minotaur.apache.org Delivered-To: apmail-commons-issues-archive@minotaur.apache.org Received: from mail.apache.org (hermes.apache.org [140.211.11.3]) by minotaur.apache.org (Postfix) with SMTP id DED04DB43 for ; Sat, 8 Sep 2012 22:36:07 +0000 (UTC) Received: (qmail 64752 invoked by uid 500); 8 Sep 2012 22:36:07 -0000 Delivered-To: apmail-commons-issues-archive@commons.apache.org Received: (qmail 64674 invoked by uid 500); 8 Sep 2012 22:36:07 -0000 Mailing-List: contact issues-help@commons.apache.org; run by ezmlm Precedence: bulk List-Help: List-Unsubscribe: List-Post: List-Id: Reply-To: issues@commons.apache.org Delivered-To: mailing list issues@commons.apache.org Received: (qmail 64665 invoked by uid 99); 8 Sep 2012 22:36:07 -0000 Received: from arcas.apache.org (HELO arcas.apache.org) (140.211.11.28) by apache.org (qpsmtpd/0.29) with ESMTP; Sat, 08 Sep 2012 22:36:07 +0000 Date: Sun, 9 Sep 2012 09:36:07 +1100 (NCT) From: "Phil Steitz (JIRA)" To: issues@commons.apache.org Message-ID: <1285957477.54639.1347143767493.JavaMail.jiratomcat@arcas> In-Reply-To: <1274960547.53909.1347090307633.JavaMail.jiratomcat@arcas> Subject: [jira] [Commented] (MATH-857) Include a VIF and TOLERANCE check for a 2 dimensional double array, to determine variables that cause multi-colinearity issues and should be excluded from the models MIME-Version: 1.0 Content-Type: text/plain; charset=utf-8 Content-Transfer-Encoding: 7bit X-JIRA-FingerPrint: 30527f35849b9dde25b450d4833f0394 [ https://issues.apache.org/jira/browse/MATH-857?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=13451425#comment-13451425 ] Phil Steitz commented on MATH-857: ---------------------------------- In general, we don't like to add @author tags or to embed individual copyright notices in the code. Are you OK removing the copyright notice from the source file? If we end up committing something based on this, we will include you in our contributors file. It would also make it a little easier on us in reviewing and applying your contributions if you could create them using "svn diff" against a checkout of the current source code. Also, as noted on the mailing list, running the checkstyle checks and fixing the formatting problems will speed things up. You can also delete obsolete attachments from this ticket so we don't get confused about what the most recent patch is. Thanks! > Include a VIF and TOLERANCE check for a 2 dimensional double array, to determine variables that cause multi-colinearity issues and should be excluded from the models > --------------------------------------------------------------------------------------------------------------------------------------------------------------------- > > Key: MATH-857 > URL: https://issues.apache.org/jira/browse/MATH-857 > Project: Commons Math > Issue Type: New Feature > Affects Versions: 3.0 > Environment: can apply to all operating systems > Reporter: Marios Michaelidis > Priority: Minor > Labels: build, test > Fix For: 3.1 > > Attachments: FOR TOLERANCE.rar, Multicolinearity.java, VIF_Tolerance.txt > > Original Estimate: 48h > Remaining Estimate: 48h > > Multicollinearity is a statistical phenomenon in which two or more predictor variables in any multiple regression model are highly correlated. Tolerance and VIF are checks that allows to avoid optimization failes due to "inability to converge". Most of the times, the major packages (SAS, SPSS etc), have a check prior to running the model and they exclude variables that might cause these kind of problems. It is quite a useful tool to be in common maths. -- This message is automatically generated by JIRA. If you think it was sent incorrectly, please contact your JIRA administrators For more information on JIRA, see: http://www.atlassian.com/software/jira