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Multivariate Data Analysis Chapter 8 - Canonical ...

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Multivariate Data Analysis Chapter 8 - Canonical ...

Multivariate Data Analysis Chapter 8 - Canonical Correlation Analysis MIS 6093 Statistical Method Instructor: Dr. Ahmad Syamil Chapter 8 What Is Canonical Correlation?

http://myweb.astate.edu/asyamil/hair_5ed/PPT/Chapter%208.ppt

Date added: March 28, 2015 - Views: 1

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Kernel Canonical Correlation analysis - IJS

Kernel Canonical Correlation Analysis Cross-language information retrieval Blaz Fortuna JSI, Slovenija Input Two different views of the same data: Goal Find pairs of ...

http://analytics.ijs.si/~blazf/papers/KCCA_IS2004.ppt

Date added: February 1, 2012 - Views: 32

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PowerPoint Presentation

Canonical Correlation Canonical Correlation Analysis ... Kernel Canonical Correlation Kernel Canonical Correlation Kernel Canonical Correlation Example Application ...

http://www.cis.temple.edu/~latecki/Courses/RobotFall08/Talks/Qiang_Lou.ppt

Date added: May 2, 2013 - Views: 22

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PowerPoint Presentation

Canonical Correlation Analysis ... then the correlation matrix is Canonical Correlation Analysis (CCA) Example application: Prediction of Wildfire in the Western U.S.

http://hydrology.princeton.edu/data/lsm/1.0deg/daily/lecture3.ppt

Date added: August 8, 2014 - Views: 2

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Introduction to Computer Science - NTU

Canonical Correlation Analysis Shyh-Kang Jeng Department of Electrical Engineering/ Graduate Institute of Communication/ Graduate Institute of Networking and Multimedia

http://cc.ee.ntu.edu.tw/~skjeng/MultivariateAnalysis2006/CanonicalCorrelationAnalysis.ppt

Date added: August 10, 2013 - Views: 6

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Cluster analysis

Lecture 11: Canonical correlation analysis (CANCOR) Rationale and use of canonical correlation analysis Canonical correlation versus multiple regression

http://simulium.bio.uottawa.ca/bio4518/Documents%5CMultivariate%20Biostatistics%5C2001%5CLectures/Lecture%2011%202001.ppt

Date added: April 2, 2015 - Views: 1

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Functional Data Analysis T-61.3030

Functional Data Analysis T-61.6030 Chapters 10,11,12 Markus Kuusisto Topics 10 PCA of mixed data 11 Canonical Correlation Analysis 12 Functional linear models PCA of ...

http://www.cis.hut.fi/Opinnot/T-61.6030/k2007/Kuusisto.ppt

Date added: November 16, 2011 - Views: 32

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Factor Analysis - California State University,...

Discriminant Analysis Testing latent variables as predictors of groups Discriminant Analysis – Discussion Definition Vocabulary Simple Procedure SPSS example ICPSR ...

http://www.csun.edu/~vcsoc00i/classes/s680f13/Discriminant%20Analysis.pps

Date added: September 28, 2013 - Views: 2

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Discriminant Analysis - The University of Texas at...

Discriminant Analysis ... unique Variable selection Multiple Regression Example 1: ... groups may not be large Look at the squared Canonical Correlation: ...

http://www.utdallas.edu/~nkumar/DBMS4.ppt

Date added: June 2, 2013 - Views: 44

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Quantifying Environmental Adaptation of Metabolic...

Example. A one-dimensional representation of the environmental metabolic profiles for microbes sampled from nine environments. ... Canonical Correlation Analysis. Ref

http://mendel.informatics.indiana.edu/~yye/lab/teaching/get.php?course=spring2010mg&name=Quan-pathway.pptx

Date added: June 10, 2012 - Views: 20

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Bivariate Linear Correlation - East Carolina...

Uses of Correlation Analysis. Canonical correlation/regression ... Example: is the correlation between verbal aptitiude and math aptitude the same at 10 ...

http://core.ecu.edu/psyc/wuenschk/PP/Correlation.pptx

Date added: May 3, 2013 - Views: 17

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Effect Sizes We’ve Discussed

... ρ Nonparametric versions For example: Kendall’s tau, phi, ... Factor analysis, Canonical correlation etc. D family Concerns group differences i.e.

http://www.unt.edu/rss/class/mike/5710/Effect%20Size%20Summary.ppt

Date added: September 21, 2012 - Views: 22

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Multi-label Prediction via Sparse Infinite CCA -...

Multi-label Prediction via Sparse ... Outline Canonical Correlation Analysis CCA Probabilistic CCA Infinite Canonical ... The number of labels per example is ...

http://www.ece.duke.edu/~lcarin/Lingbo7.16.2010.ppt

Date added: May 10, 2012 - Views: 14

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History of canonical correspondence analysis in...

History of canonical correspondence analysis in ecology. Introduction: Papers 1986-88 & citation. Example data, eigen equation & diagram. History of CA in ecology

http://www.wageningenur.nl/web/file?uuid=0e0405bd-1cfd-49b0-babe-2d584ab74f85&owner=631058dd-22a5-4c9e-b490-c946cceaef2f

Date added: January 13, 2014 - Views: 5

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Bivariate Linear Correlation - East Carolina...

Example: Subject sex, female or male. ... Uses of Correlation/Regression Analysis. Canonical correlation/regression (homophobia, homo-aggression) = ...

http://core.ecu.edu/psyc/wuenschk/PP/GLM.pptx

Date added: May 22, 2013 - Views: 13

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Types of Inferential Statistics

Research Design & Analysis 2: Class 22 Announcement: Honours conference, Saturday 8:30-12:15 BAC 132 Multiple regression SPSS output (optional lab assignment)

http://plato.acadiau.ca/courses/psyc/mcleod/2023research/Cl22.PPT

Date added: August 8, 2013 - Views: 8

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FACTOR ANALYSIS - Texas A&M University

factor analysis lecture 11 epsy 625 purposes support validity of test scale with respect to underlying traits (factors) efa- explore/understand underlying factors for ...

http://people.cehd.tamu.edu/~vwillson/Videos/epsy625/LEC11.ppt

Date added: June 1, 2013 - Views: 34

ppt
Example Good Talk - University of Houston

Perceptual Analysis of Talking Avatar Head Movements: A Quantitative Perspective Xiaohan Ma, Binh H. Le, and Zhigang Deng Department of Computer Science

http://graphics.cs.uh.edu/wp-content/papers/2011/2011_CHI_headMotionPerceptualAnalysis.ppt

Date added: August 28, 2013 - Views: 1

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PowerPoint Presentation

Redundancy analysis Same example as Canonical correlation analysis: ... PowerPoint Presentation Author: Marion Last modified by: Marion Created Date:

http://www.xlstat.com/uploads/assets/presentation-materials/xlstat-ada.ppt

Date added: May 13, 2013 - Views: 11

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Discriminant Analysis - Universiteit Twente

Discriminant Analysis An Introduction dr. Laura Spierdijk Problem description We wish to predict group membership for a number of subjects from a set of predictor ...

http://wwwhome.cs.utwente.nl/~albersw/Discriminant%20Analysis.ppt

Date added: August 4, 2013 - Views: 6

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Statistical Forecasting 1

... forecasts PCA and EOF Canonical Correlation Analysis What is Statistical ... The previous example illustrated how a specific forcing can be seen to alter ...

http://ukscience.org/_Media/EG6517_StatFcst_1%20.ppt

Date added: April 14, 2015 - Views: 1

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Self Organizing Maps - Tel Aviv University

CCA = Canonical Correlation Analysis. LDA = Linear Discriminant Analysis. NMF = Non-negative Matrix Factorization. ICA = Independent Component Analysis. MDS – M ulti D

http://www.math.tau.ac.il/~dcor/Graphics/cg-slides/MDS_SOM.pptx

Date added: October 13, 2013 - Views: 5

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Analysis of Microarrays: Its easier with...

Exploratory multivariate analysis of ... plotgenes() Link to example 3d html file ... trends in data Canonical correlation analysis Partial least ...

http://bcb.dfci.harvard.edu/~aedin/courses/Bioconductor/EDA.ppt

Date added: August 2, 2013 - Views: 20

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PowerPoint Presentation

Some researchers will simply end the analysis at ... MLR Example. Examine the correlation matrix to see which ... Canonical correlation can be used to predict ...

http://www.castonline.ilstu.edu/smith/445/audio_slides/multiple_regression_audio_3.pptx

Date added: March 1, 2014 - Views: 9

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Un nouveau modèle connexionniste de la...

Linear Discriminant Analysis Linear Discriminant Analysis Why To identify variables into one of two or more mutually exclusive and exhaustive categories.

http://aix1.uottawa.ca/~schartie/psy5121/lecture6-DiscriminantAnalysis.ppt

Date added: August 4, 2013 - Views: 1

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Dad’s PowerPoint Presentation

Estimating ICA bases from the image: The image patches of window size say 16x16 can be reduced, by PCA for example, ... * CCA (canonical correlation analysis) ...

http://www.grss-ieee.org/wp-content/uploads/2010/06/IGARSStut1a.ppt

Date added: November 10, 2011 - Views: 77

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Advances and directions of research in Symbolic...

Advances and directions of research in Symbolic Data Analysis. E. Diday. CEREMADE. Paris–Dauphine University. June 14, 2014 SDA Workshop – Tutorial

http://www3.stat.sinica.edu.tw/sda2014/open_presentation/S1-1_Edwin%20Diday.pptx

Date added: July 25, 2014 - Views: 2

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Advances and directions of research in Symbolic...

AN ILLUSTRATIVE EXAMPLE : TRACHOMA STUDY . PART 1 . ... Regularized General Canonical Correlation Analysis Extended To Symbolic Data. ADAC (publication on the way).

http://www.researchgate.net/profile/Edwin_Diday/publication/264370101_Advances_and_directions_of_research_in_Symbolic_Data_Analysis/links/53da4bd30cf2e38c63367487

Date added: April 15, 2015 - Views: 1

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Week8.1 Cointegration - UC3M

Cointegration with more than two variables Example 1. Example 2. Cointegration with more than ... constrained likelihood is based on canonical correlation analysis.

http://www.eco.uc3m.es/~jgonzalo/teaching/timeseriesMA/spuriousregandcointegration.ppt

Date added: November 12, 2011 - Views: 12

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No Slide Title

Example:From the discriminant analysis in JMP we can get the ... We use the football helmet data as an example. Canonical correlation measures the association ...

http://mis.aug.edu/drjmatls/JMP%20Training%20Folders/Phil%20UNH%20Files/DiscriminantAnalysisRev1.pptx

Date added: September 8, 2014 - Views: 2

ppt
PowerPoint Presentation

For example, the number of genes ... (ICA) Principal Component Analysis (PCA) Canonical Correlation Analysis (CCA) Supervised Linear Discriminant Analysis (LDA) ...

http://www.public.asu.edu/~jye02//TALK/Dimensionality-Reduction.ppt

Date added: October 11, 2013 - Views: 1

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PowerPoint Presentation

The Perceptron SVM Inner products Finite example Finite example ... Information Kernel Generalized Variance Kernel Canonical Correlation Analysis If we ...

http://www.cs.cmu.edu/%7Ebapoczos/other_presentations/kernel_methods_01_10_2009.ppt

Date added: August 21, 2014 - Views: 1

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Multivariate Analysis - Department of Statistics -...

Multivariate Analysis Many statistical techniques focus on just one or two variables Multivariate analysis (MVA) techniques allow more than two variables to be ...

http://www.stat.auckland.ac.nz/~balemi/Multivariate%20Analysis.ppt

Date added: August 28, 2011 - Views: 577

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Mining Patterns from Protein Structures

EECS 800 Research Seminar Mining Biological Data Instructor: Luke Huan Fall, 2006

http://people.eecs.ku.edu/~jhuan/EECS800_F06/slides/14_pca.ppt

Date added: August 25, 2014 - Views: 2

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READ ME FIRST – THEN DELETE THE SLIDE

Machine Learning for Textual Information Access: Results from the SMART project Nicola Cancedda, Xerox Research Centre Europe First Forum for Information Retrieval ...

http://www.isical.ac.in/~clia/2008/ppt/Nicola_Cancedda.ppt

Date added: March 25, 2015 - Views: 1

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Correlational Studies - Villanova University

Quantitative methods... A correlation ... to a given variable canonical correlation ... analysis that produces a correlation based on a group of ...

http://www83.homepage.villanova.edu/richard.jacobs/EDU%208603/lessons/correlation.ppt

Date added: October 22, 2011 - Views: 182

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Introduction to Kernels - Donald Bren School of...

Canonical correlation analysis Answer: ... (Hilbert space) example: ... Fisher discriminant analysis - kernel regression ...

http://www.ics.uci.edu/~welling/classnotes/papers_class/IntroKernels.ppt

Date added: November 22, 2011 - Views: 60

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No Slide Title

vascillations of the tropical and north pacific co-relation diagnosed in observations, proxy reconstruction, and in coupled models alexander gershunov

http://www.cpc.ncep.noaa.gov/products/outreach/proceedings/cdw28_proceedings/agershunov_2003.ppt

Date added: July 12, 2013 - Views: 2

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NUMERICAL ANALYSIS OF BIOLOGICAL AND ENVIRONMENTAL...

NUMERICAL ANALYSIS OF BIOLOGICAL AND ENVIRONMENTAL ... DISCRIMINANT ANALYSIS SIMPLE EXAMPLE OF LINEAR ... distance Canonical Correlation Analysis ...

http://www.eecrg.uib.no/Presentations/UCL_Numerical/Lecture%209%20Disc%20ana.ppt

Date added: August 1, 2013 - Views: 38

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Reading Between the Lines: Object Localization...

Related work. Previous work using tagged images focuses on the . noun ↔ object . correspondence. Duygulu et al. 02. Fergus et al. 05. Li et al., 09. Berg et al. 04

http://vision.cs.utexas.edu/projects/tag/bmvc10.pptx

Date added: August 15, 2013 - Views: 6

ppt
PowerPoint Presentation

Multi-label Output Codes using Canonical Correlation Analysis. ... But why? * A motivating example for text learning Humans learn text classification effectively!

http://www.cs.cmu.edu/~yizhang1/docs/Defense_v3.ppt

Date added: November 21, 2014 - Views: 1

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Huug van den Dool Climate Prediction Center April,...

Example: ... ECHAM, NCAR, N(I)MME): X X CCA = Canonical Correlation Analysis OCN = Optimal Climate Normals CFS = Climate Forecast System ...

http://metosrv2.umd.edu/~ekalnay/syllabi/AOSC630/VandenDool2014PPTs/CPCpredictionsUMD_class_vdDool.ppt

Date added: February 19, 2015 - Views: 1

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Categorical Climate Forecasts through Optimal...

Consolidation of Predictions of Seasonal Climate by Several Atmospheric General Circulation Models at IRI

http://www.cpc.noaa.gov/products/outreach/proceedings/cdw30_proceedings/TonyCDPW2005.ppt

Date added: November 1, 2013 - Views: 1

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BIOINFORMATICS - George Washington University

BIOINFORMATICS OF GENE EXPRESSION PROFILING. ... For example, the number of genes ... Principal Component Analysis (PCA) Canonical Correlation Analysis (CCA)

http://www.seas.gwu.edu/~rhyspj/fall09cs144/presentations/saurabh.pptx

Date added: August 9, 2013 - Views: 11

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Climate Prediction Tool - International Research...

Climate Predictability Tool (CPT) Ousmane Ndiaye and Simon J. Mason [email protected] International Research Institute for Climate and Society

http://iri.columbia.edu/~awr/ERFS/CPTtutorialCCA_mod.ppt

Date added: February 25, 2014 - Views: 2

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Electrode Placement for Chest Leads, V1 to V6

... a = MY – bMX Example: p. 136-137 Perfect correlation Correlation of .67 Using ... Canonical Correlation (Rc) Factor Analysis Identifying the Factors ...

http://www2.fiu.edu/~dohertyj/PET%206307_Chapter_08.ppt

Date added: March 12, 2013 - Views: 5

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Reading Between the Lines: Object Localization...

Accounting for the relative importance of objects in image retrieval. Sung Ju Hwang and Kristen Grauman. University of Texas at Austin

http://www.cs.utexas.edu/~grauman/slides/hwang_bmvc2010.pptx

Date added: October 20, 2013 - Views: 2

ppt
Statistical analysis of fMRI data

The statistical analysis of fMRI data using FMRISTAT and MINC

http://www.bic.mni.mcgill.ca/software/workshop2003/06-2003MINC-meeting_kw.ppt

Date added: August 26, 2014 - Views: 1

ppt
PowerPoint-Präsentation

Downscaling future climate change using statistical ensembles E. Hertig, J. Jacobeit Institute of Geography University of Augsburg [email protected]

http://imsc.pacificclimate.org/proceedings/11IMSCppt/Hertig_session5.ppt

Date added: October 13, 2014 - Views: 1