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STAT GU4224 BAYESIAN STATISTICS. 3.00 points.

Prerequisites: STAT GU4204 or the equivalent.
This course introduces the Bayesian paradigm for statistical inference. Topics covered include prior and posterior distributions: conjugate priors, informative and non-informative priors; one- and two-sample problems; models for normal data, models for binary data, Bayesian linear models; Bayesian computation: MCMC algorithms, the Gibbs sampler; hierarchical models; hypothesis testing, Bayes factors, model selection; use of statistical software. Prerequisites: A course in the theory of statistical inference, such as STAT GU4204 a course in statistical modeling and data analysis, such as STAT GU4205

Spring 2022: STAT GU4224
Course Number Section/Call Number Times/Location Instructor Points Enrollment
STAT 4224 001/13860 T 6:10pm - 7:25pm
614 Schermerhorn Hall
Ronald Neath 3.00 15/25
STAT 4224 001/13860 Th 6:10pm - 7:25pm
142 Uris Hall
Ronald Neath 3.00 15/25
Fall 2022: STAT GU4224
Course Number Section/Call Number Times/Location Instructor Points Enrollment
STAT 4224 001/13804 M W 6:10pm - 7:25pm
Room TBA
Ronald Neath 3.00 19/35

Psychology

Columbia College

http://bulletin.columbia.edu/columbia-college/departments-instruction/psychology/

...Inference STAT UN1001 INTRO TO STATISTICAL REASONING STAT...Thru the Lifespan PSYC GU4224 Consciousness and Cognitive...

Neuroscience and Behavior

General Studies

http://bulletin.columbia.edu/general-studies/majors-concentrations/neuroscience-behavior/

...Inference STAT UN1001 INTRO TO STATISTICAL REASONING STAT...Thru the Lifespan PSYC GU4224 Consciousness and Cognitive...

Psychology

General Studies

http://bulletin.columbia.edu/general-studies/majors-concentrations/psychology/

...Inference STAT UN1001 INTRO TO STATISTICAL REASONING STAT...Thru the Lifespan PSYC GU4224 Consciousness and Cognitive...