PPT-Correlation and Covariance

R F Riesenfeld Based on web slides by James H Steiger Goals Introduce concepts of Covariance Correlation Develop computational formulas 2 R F Riesenfeld Sp 2010 CS5961 Comp Stat. References. Hansen, N. The CMA Evolution Strategy: A Tutorial. November 24, 2010. . http://www.lri.fr/~hansen/cmatutorial.pdf. Auger, A. and Hansen, N. CMA-ES Tutorial Slides for GECCO 2011. . http://www.lri.fr/~hansen/gecco2011-CMA-ES-tutorial.pdf. Miriam Huntley. SEAS, Harvard University. May 15, 2013. 18.338 Course Project. RMT. Real World Data. “When it comes to RMT in the real world, we know close to nothing.”. -Prof. Alan . Edelman. , last week. Careless assumptions of independence. Covariance . and . correlation. Spreadsheet tools for optimization (Solver). The Central Limit Theorem and. the normal distribution. Business . Analytics . I. Session 3. (Slides borrowed from various presentations). Image representations. Templates. Intensity, gradients, etc.. Histograms. Color, texture, SIFT descriptors, etc.. Space Shuttle Cargo Bay. Image Representations: Histograms. Miriam Huntley. SEAS, Harvard University. May 15, 2013. 18.338 Course Project. RMT. Real World Data. “When it comes to RMT in the real world, we know close to nothing.”. -Prof. Alan . Edelman. , last week. What is Correlation Analysis?. Testing the Significance of the Correlation Coefficient . Regression Analysis. The Standard Error of Estimate . Assumptions Underlying Linear Regression. Confidence and Prediction Intervals. October 21, 2014. Elizabeth Prom-Wormley & . Hermine. . Maes. ecpromwormle@vcu.edu. 804-828-8154. The Problem(s). BMI may not be an appropriate measure for use in studying the genetics of obesity. a measure of the extent to which two variables change together.. How well does A predict B?. The correlation may be positive, negative, or have no relationship.. Correlation. A . positive correlation . Frank Westhoff. 313 Converse Hall. 413-542-2190. fwesthoff@amherst.edu. EViews. Computer Assistance. Sunday and Tuesday – 7:00-9:00 PM. Economics Computer Lab – Converse 311. Help Sessions. Sunday and . 1. Copy files. Go to . Faculty. \marleen\Boulder2012\. Multivariate. Copy. all files to . your. . own. directory. Go to . Faculty. \kees\Boulder2012\. Multivariate. Copy. all files to . your. . own. Burba. , G., 2013. Eddy Covariance Method for Scientific, Industrial, Agricultural and Regulatory Applications: A Field Book on Measuring Ecosystem Gas Exchange and Areal Emission Rates. . LI-COR . Biosciences, Lincoln, . J. Friedman, T. Hastie, R. . Tibshirani. Biostatistics, 2008. Presented by . Minhua. Chen. 1. Motivation. Mathematical Model. Mathematical Tools. Graphical LASSO. Related papers. 2. Outline. Motivation. Covariance . and . correlation. Spreadsheet tools for optimization (Solver). The Central Limit Theorem and. the normal distribution. Business . Analytics . I. Session 3. Predicting the Results of the . OUTLINE. Genotypic variance in terms of breeding values. Additive variance. Dominance deviation. Does additive variance implies no dominance gene effect?. Variances and . Covariances. Covariance is a measure of the joint variation between two or more variables.