Ipek Deveci Kocakoç

MVS-II

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Published on Thursday, 16 February 2012 11:34

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Multivariate Statistics – II Syllabus – Spring, 2010-2011

 

Main Reference: 

 

Multivariate Data Analysis ,Joseph F. Hair (Author), William C. Black (Author), Barry J. Babin (Author), Rolph E. Anderson (Author), Pearson Education, 7th Edition, 2009.

 

 Course syllabus:

 

Data screening

 

Bivariate correlation and simple linear regression

 

Multiple regression

 

Logistic regression

 

Discriminant analysis

 

Univariate comparisons of means

 

Article discussions

 

Mid-Term

 

MANOVA- comparing two groups

 

MANOVA- comparing three or more groups

 

MANOVA- two way factorial

 

Principle components and factor analysis

 

 

Useful links:

 

 

 

Book’s website: http://www.mvstats.com/

 

Data sets: http://research.ed.asu.edu/multimedia/DrB/Default.htm

 

SPSS :http://core.ecu.edu/psyc/wuenschk/SPSS/SPSS-MV.htm

 

Summary: http://www.utdallas.edu/~herve/Abdi-MultivariateAnalysis-pretty.pdf

 

Notes: http://faculty.chass.ncsu.edu/garson/PA765/statnote.htm

 

 

 

 

 

 

 

 

 

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