Note: The following list refers to courses taught during the academic year. In some cases, an alternate version of a class may be offered during the summer, but those may differ in the content and software from that listed here.
Introductory & Intermediate
Course #: EDP 541
Topics: Descriptive statistics, hypothesis testing, t-tests, ANOVA, correlation, simple regression, chi-square.
Software: R
Offered: Every Fall
Course #: PSYC 510
Topics: Descriptive statistics, hypothesis testing, probability, distributions, t-test, chi-square, ANOVA, regression, non-parametric tests, emphasizes working with real data from your own research.
Software: R
Offered: Every Fall
Course #: EDP 641
Topics: Multiple regression, logistic regression, intro to multilevel models (a.k.a. hierarchical linear modeling), emphasis on nesting of students w/in classes.
Software: R
Offered: Every Spring
Course #: FSHD 537B
Topics: Missing data, mediation, moderation, person-centered analyses.
Software: Mplus & R
Offered: Every Spring
Course #: PSYC 507A/597A
Topics: Philosophy of science, continuous parameter estimation, general linear model including ANOVA, correlation, multiple regression, mixed GLMs.
Software: TBD
Offered: Currently on hold
Course #: ANTH 595D
Topics: Approximately equal attention to [1] R programming (2) data visualization, and (3) statistical procedures using R. Statistical modeling includes t-tests, ANOVA, linear regression, multiple regression, mixed-models, clustering and dimension reduction.
Software: R
Offered: Every Fall
Advanced
Course #: EDP 646A
Topics: Matrix algebra, eigenvalue decomposition, T2, MANOVA, discriminant, canonical correlations, PCA, EFA, CFA.
Software: R
Offered: Every Fall
Course #: FSHD 617C
Topics: Multilevel modeling (a.k.a. hierarchical linear modeling), emphasis on occasions nested w/in people, error structures, dyads, traditional maximum likelihood and Bayesian approaches.
Software: R
Offered: Fall, even years
Course #: FSHD 617A
Topics: Confirmatory Factor Analysis, Structural Equation Modeling, measurement invariance, latent mediation/moderation, latent APIMs, growth curves.
Software:Mplus & R
Offered: Fall, odd years
Course #: EDP 558
Topics: Classical Test Theory, Generalizability Theory, Item Response Theory.
Software: jMetrik & R
Offered: Spring, even years