Su13-STATS-300-01 : Advanced Topics in Statistics. 2013 Summer

Abstract/Contents

Course Description: Topic: Exploratory Multivariate Data Analysis. Describing and visualizing data with principal component analysis (PCA) for continuous data, correspondence analysis (CA) for contingency tables, multiple correspondence analysis (MCA) for categorical data, factorial analysis for mixed data (FAMD) for both continuous and categorical data, and multiple factor analysis (MFA) for data structured into groups of variables. Studying and visualization of the correlation between groups of variables with the RV coefficient. Performing PCA with missing values, matrix completion of continuous and categorical data with principal components. Examples from sensory analysis, public health, genetics. All the analysis will be performed with R.

Sponsor	Stanford University. Department of Statistics
Teacher	Hoffman, Matt

Subject	Stanford University
Subject	Teaching > Outlines, syllabi, etc
Genre	Syllabi

Location	Location https://purl.stanford.edu/nn808bg3153
Finding Aid	Title Stanford University Syllabi (SC1454)
Course ID	Su13-STATS-300-01
Location	https://purl.stanford.edu/mx441vt1918
Location	SC1454
Repository	Stanford University. Libraries. Department of Special Collections and University Archives

Use and reproduction: The materials are open for research use and may be used freely for non-commercial purposes with an attribution. For commercial permission requests, please contact the Stanford University Archives (universityarchives@stanford.edu).

Stanford University Syllabi

Loading usage metrics...