This class will cover foundations of linear algebra, randomness, probability theory, principal component analysis, complexity theory, hypothesis testing and power, structural equation models, maximum likelihood. This course is the first of a two-semester sequence (PSYC 4005 and PSYC 4006) of advanced data analysis and research methods classes.
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