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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
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Course Number | Section/Call Number | Times/Location | Instructor | Points | Enrollment |
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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
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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...