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Canonical Correlation - California State...

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Canonical Correlation - California State...

Canonical Correlation Psy 524 Andrew Ainsworth Matrices Summaries and reconfiguration Trace sum of diagonal elements Trace If the matrix is an SSCP matrix then the ...

http://www.csun.edu/%7Eata20315/psy524/docs/Psy524%20Lecture%207%20CC.ppt

Date added: October 14, 2011 - Views: 54

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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: 34

ppt
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: 23

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Discriminant Analysis - 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: 49

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Multiple Regression - Personal World Wide Web...

(Canonical Correlation) An Example ... Simultaneous Multiple Regression Analysis One of the most important notions in multiple regression analysis is the notion of ...

http://www-bcf.usc.edu/~mmclaugh/550x/PPTslides/WeekTenSlides/Regression.ppt

Date added: December 6, 2011 - Views: 226

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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: 606

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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: 9

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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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Correlational Studies - Villanova University

Conducting a correlational study… Correlation ... relative to a given variable canonical correlation ... as a correlation coefficient 4. data analysis and ...

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

Date added: October 22, 2011 - Views: 197

ppt
PowerPoint Presentation

PCA: Lecture 3 Extensions of PCA and Related Tools Extended EOF (EEOF), Singular spectrum analysis (SSA), M-SSA Canonical Correlation Analysis (CCA)

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

Date added: August 8, 2014 - Views: 2

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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: 15

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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: 36

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Quantifying Environmental Adaptation of Metabolic...

Canonical correlation analysis ... Example. A one-dimensional ... Top 20 pathways showing the highest pairwise correlation were used. Limitation:

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

Date added: June 10, 2012 - Views: 24

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Partial Least Squares - University of North Texas

Partial Least Squares ... scores Example Download the PCA R code again Requires the pls ... eye to the predictor-DV relationship Unlike Canonical Correlation, ...

http://www.unt.edu/rss/class/mike/6810/Partial%20Least%20Squares.ppt

Date added: November 1, 2011 - Views: 132

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Statistical Forecasting 1 - UKSCIENCE

Lecture Topics What is statistical forecasting? ... EOF Canonical Correlation Analysis What is ... of weather What is Statistical Forecasting? Example: ...

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

Date added: April 14, 2015 - Views: 1

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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: 72

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CRITERION-RELATED VALIDITY - PUBLICWEB2 Hosted...

CRITERION-RELATED VALIDITY – PREDICTIVE LECTURE 10 EPSY 625 EMPIRICAL METHODS FOR VALIDITY Predictive validity logistic regression discriminant analysis/cluster ...

http://www.coe.tamu.edu/~vwillson/Videos/epsy625/LEC10.ppt

Date added: May 10, 2012 - Views: 42

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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: 21

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Self Organizing Maps - Tel Aviv University

Example: Sammon’s projection. Start from random positions for each element. ... CCA = Canonical Correlation Analysis. LDA = Linear Discriminant Analysis.

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

Date added: October 13, 2013 - Views: 5

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Brannick & Levine Chapter 9 Doing a Job Analysis...

Brannick & LevineChapter 9 Doing a Job Analysis Study. Purposes drive these decisions: (what are come choices you have made?) Kind (and method) to use

http://home.ubalt.edu/tmitch/651/B&L%20ppts/B&L%20chap%209.pptx

Date added: September 24, 2014 - Views: 10

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Multiple Regression - Basic Relationships

The following is a guide to the decision process for answering problems about standard multiple regression analysis: ... example, we accept the ... than a correlation ...

http://www.utexas.edu/courses/schwab/sw388r7/SolvingProblems/MultipleRegression_BasicRelationships.ppt

Date added: November 10, 2011 - Views: 143

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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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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: 4

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Chapter 10 – Discriminant Analysis - SNU

Chapter 10 – Discriminant Analysis Data Mining for Business Intelligence Shmueli, Patel & Bruce © Galit Shmueli and Peter Bruce 2008 ...

http://idb.snu.ac.kr/images/d/d2/DMforBI_ch10.ppt

Date added: March 31, 2014 - Views: 22

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Electrode Placement for Chest Leads, V1 to V6

chapter 8 Relationships Among Variables

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

Date added: March 12, 2013 - Views: 5

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

Huug van den Dool (CPC) CPC, ... EXAMPLE. P. U. B. L. I. C. L. Y. I. S. S. U. E. D ... CCA = Canonical Correlation Analysis OCN = Optimal Climate Normals

http://climate.envsci.rutgers.edu/climdyn2013/Slides/SeasonalForecastingVandendool.pptx

Date added: January 23, 2015 - Views: 1

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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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No Slide Title

Canonical Analysis. Discriminant Analysis. MULTIVARIATE MODEL . PRINCIPLE COMPONENT ANALYSIS. Example. Correlation. Organism. Environment. Eigenvalues . Regions ...

http://www.marno.lecture.ub.ac.id/files/2014/03/METIL-PTA-PEMODELAN-MATEMATIK.pptx

Date added: May 28, 2015 - Views: 2

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Nonlinear kernel: If the X is a vector space but...

Linear Discriminant Analysis Two ... essentially a special case of canonical correlation LDA ... (1-prob first group)^2 For the microarray example Expected # of ...

http://www.sci.csueastbay.edu/~jkwon/classes/stat_6601/PROJECT/McKusick%20-%20LDA.ppt

Date added: November 23, 2012 - Views: 3

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One-Way ANOVA - East Carolina University

Factor Analysis and Test ... Sunita Patel’s Thesis The data are the same as those discussed earlier under the topic of canonical correlation. ... One-Way ANOVA ...

http://core.ecu.edu/psyc/wuenschk/PP/Multivariate3.ppt

Date added: May 6, 2013 - Views: 35

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More dimensionality reduction methods: PCA, ICA,...

Canonical correlation analysis. ... choose projections 퐰and 퐯to maximize correlation of 퐱⋅퐰 and 퐲⋅퐯. For example these could be two neural ...

http://www.ucl.ac.uk/cortexlab/class/14._Dimensionality_reduction.pptx

Date added: July 25, 2015 - Views: 1

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What I Want To Do - University of Michigan

Interlingual techniques – generalized vector space model (Carbonell et al 1997), kernel canonical correlation analysis ... User Interface Example.

http://web.eecs.umich.edu/~lahiri/(PPT%201%20on%20February%209,%202010)%20Multilingual%20Search.ppt

Date added: October 28, 2014 - Views: 1

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Low Frequency Hydroclimate Variability : Diagnosis...

... Local polynomial regression Canonical Correlation Analysis Artificial Neural ... of Low rainfall Example Forecast for 1997 Ensemble Forecast from ...

http://ceae.colorado.edu/~balajir/talk-ppt-files/RSMAS-SP03-talk.ppt

Date added: November 24, 2011 - Views: 4

ppt
Slide 1

The analysis is carried out with the description of a single variable in terms of the applicable unit of analysis. For example, ... Canonical correlation ...

http://www.up.ac.za/media/shared/Legacy/Education/spss-notes-july-support-sessions.zp37310.pptx

Date added: December 15, 2014 - Views: 4

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IRS: Institutional Repository Statistcis

Hardoon, D. R., Szedmak, S. and Shawe-Taylor, J. (2003) Canonical correlation analysis; ... Deployment at home page of eprints.ecs.soton.ac.uk Example: ...

http://irs.eprints.org/papers/IRSpresentation.ppt

Date added: August 29, 2014 - Views: 1

ppt
No Slide Title

Geometric example of LDF ... alludes to canonical correlation as the general model within which all ... Reporting the results of a 2-group ldf Analysis 1 ...

http://psych.unl.edu/psycrs/971/factoring/ldf2.ppt

Date added: August 3, 2013 - Views: 1

ppt
Slide 1

For this example, the data matrix was ... used in the correlation ... distance over original distance Canonical Correspondence Analysis After-the-fact with relative ...

http://people.oregonstate.edu/~mccuneb/Chapter13.ppt

Date added: June 8, 2013 - Views: 2

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No Slide Title

Geometric example of LDF ... alludes to canonical correlation as the general model within which ... Reporting the results of a 2-group ldf Analysis 1 ...

http://psych.unl.edu/psycrs/451/e2/ldf2.ppt

Date added: May 22, 2015 - Views: 1

ppt
PowerPoint Presentation

A primitive example is as follows. Suppose we have two data sets, f(s,t) called the Predictor, and g(s,t) ... Associated with c ij there is also a correlation .

http://www.atmos.umd.edu/~ekalnay/syllabi/AOSC630/VandenDool2014PPTs/chap8HuugvdDool.pptx

Date added: June 28, 2014 - Views: 1

ppt
No Slide Title

CANONICAL CORRELATION. Example. Correlation . Urban area. Watershed. Partitioned . Irrigation regions. Eigenvalues . Eigenvectors . Canonical correlation analysis ...

http://www.marno.lecture.ub.ac.id/files/2013/03/MSP-PRINSIP-PEMODELAN-SISTEM.pptx

Date added: June 29, 2015 - Views: 1

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An Introduction to Support Vector Machines - UFPE

An Introduction to Support Vector Machines ... Example of Bad Decision Boundaries Good Decision Boundary: ... kernel canonical correlation analysis, ...

http://www.cin.ufpe.br/~mcps/AM/SVM-00.ppt

Date added: June 20, 2013 - Views: 63

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CJT 765 Quantitative Methods in Communication

... Review of Correlation and Regression ... cross-lagged, multiple-partial canonical ... the same model by multiple group analysis Example: ...

http://www.uky.edu/Centers/HIV/AMOS/SEM%20Workshop%20Aug.%206-7%202007%20Final%20Version.ppt

Date added: October 1, 2011 - Views: 148

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Factor Analysis with SPSS - University of Winnipeg

Discriminant Analysis Dr. Satyendra Singh Professor and Director University of Winnipeg, Canada [email protected] What is a Discriminant Analysis?

http://ion.uwinnipeg.ca/~ssingh5/Os/k-discriminant.ppt

Date added: September 1, 2013 - Views: 9

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Advanced Quantitative Methods - University of...

Advanced Quantitative Methods ... * Multiple Regression Analysis Creates a correlation matrix. ... risk ratio (not explained variance) Canonical variate analysis: ...

http://www.pitt.edu/~super7/29011-30001/29661-29691.ppt

Date added: September 17, 2011 - Views: 218

ppt
PowerPoint Presentation

http://www.cru.uea.ac.uk/projects/mps/ PRUDENCE STARDEX MICE

http://www.cru.uea.ac.uk/projects/stardex/presentations/STARDEX_COP11.ppt

Date added: May 23, 2013 - Views: 4

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A Combination Framework for Tracking Partition...

Jan 21, 2009 · A Combination Framework for Tracking Partition Sizes. ... Such as domains for shape analysis. E.g., Canonical ... Prove correlation between c and number of ...

http://research.microsoft.com/en-us/um/people/sumitg/pubs/popl09_partition.pptx

Date added: January 29, 2012 - Views: 22

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PROC GLIMMIX : AN OVERVIEW - BASAS

Canonical link functions most ... Example of a GzLMM using PROC GLIMMIX for Logistic ... This is presented in the SAS course “Statistical Analysis with the GLIMMIX ...

http://www.basas.com/newsletters/20110314/Presentation/PROC%20GLIMMIX-AN%20OVERVIEW.pptx

Date added: October 20, 2011 - Views: 88

ppt
Slide 1

Canonical Correlation Analysis with physical proxy data (e.g. sea-surface temperatures) ... Ecological Forecast Example: Likelihood of encountering sea nettles,

http://www.atmos.umd.edu/~berbery/CICS/CICS-MD_SciOverview.pptx

Date added: August 9, 2013 - Views: 1

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Syntax vs Point & Click - Oklahoma State...

The commands you have entered into the Syntax Window during an analysis or a series of analyses form a ... For this example we will allow 2 missing values before ...

http://psychology.okstate.edu/faculty/jgrice/personalitylab/Burdsal_SyntaxPointClick_2013.pptx

Date added: June 7, 2013 - Views: 8