Statistics

2026-2027

155 courses

STATS 10Introduction to Statistical Reasoning
STATS 100AIntroduction to Probability
STATS 100BIntroduction to Mathematical Statistics
STATS 100CLinear Models
STATS 101AIntroduction to Data Analysis and Regression
STATS 101BIntroduction to Design and Analysis of Experiment
STATS 101CIntroduction to Statistical Models and Data Mining
STATS 102AIntroduction to Computational Statistics
STATS 102BIntroduction to Computation and Optimization for Statistics
STATS 102CIntroduction to Monte Carlo Methods
STATS 105Statistics for Engineers
STATS 112Statistics: Window to Understanding Diversity
STATS 115Probabilistic Decision Making
STATS 12Introduction to Statistical Methods for Geography and Environmental Studies
STATS 13Introduction to Statistical Methods for Life and Health Sciences
STATS 130Getting Up to Speed with SPSS, Stata, SAS, and R
STATS 131Python and Other Technologies for Data Analysis
STATS 133Introduction to Text Mining Using R
STATS 140XPCollaboration in Data Science
STATS 141XPPractice of Data Science
STATS 143Introduction to Research in Statistics
STATS 147Data Technologies for Data Scientists
STATS 15Introduction to Data Science
STATS 152Environmental Statistics
STATS 153Hierarchical Linear Modeling
STATS 157Probability and Statistics Data Modeling and Analysis using Statistics Online Computational Resource
STATS 170Introduction to Time-Series Analysis
STATS 175Statistics for Spatial Data
STATS 182Fundamentals of Scientific Writing
STATS 184Societal Impacts of Data
STATS 186Careers in Statistics
STATS 188SAIndividual Studies for USIE Facilitators
STATS 188SBIndividual Studies for USIE Facilitators
STATS 188SCIndividual Studies for USIE Facilitators
STATS 189Advanced Honors Seminars
STATS 189HCHonors Contracts
STATS 19Fiat Lux Freshman Seminars
STATS 195Community or Corporate Internships in Statistics
STATS 199Directed Research in Statistics
STATS 20Introduction to Statistical Programming with R
STATS 200AApplied Probability
STATS 200BTheoretical Statistics
STATS 200CHigh Dimensional Statistics
STATS 201AResearch Design, Sampling, and Analysis
STATS 201BStatistical Modeling and Learning
STATS 201CAdvanced Modeling and Inference
STATS 202AStatistics Programming
STATS 202BMatrix Algebra and Optimization
STATS 202CMonte Carlo Methods for Optimization
STATS 203Large Sample Theory, Including Resampling
STATS 205Hierarchical Linear Models
STATS 206Modern Survey Methods
STATS 207Statistical Learning with Sparsity
STATS 208Statistical Learning Theory
STATS 21Python and Other Technologies for Data Science
STATS 210Computer Intensive Methods
STATS 211Topics in Economics and Machine Learning
STATS 212Graphical Models
STATS 213Synthetic Data Generation
STATS 218Statistical Analysis of Networks
STATS 219Topics in Reinforcement Learning
STATS 221Time-Series Analysis
STATS 231BMethods of Machine Learning
STATS 231CTheories of Machine Learning
STATS 238Vision as Bayesian Inference
STATS 240Multivariate Analysis
STATS 246Statistical Model Selection
STATS 256Causality
STATS 271Probabilistic Models of Visual Cortex
STATS 285Seminar: Research Topics in Statistics
STATS 287Seminar: Gene Expression and Systems Biology
STATS 290Current Literature in Statistics
STATS 291XPService Learning for Graduate Statistical Consulting
STATS 292Graduate Student Statistical Packages Seminar
STATS 294Scientific Writing
STATS 296Participating Seminar: Statistics
STATS 297SLService Learning and Community Learning for Statistics
STATS 35Introduction to Probability with Applications to Poker
STATS 400Introduction to Probability Modeling
STATS 401Survey of Methods in Modern Statistics