Winter 2026 Course Offerings

Undergraduate Statistics Course List   Graduate Statistics Course List   Course Search

Please note that these course listings are subject to change.


Introduction to Data Science I
STAT 11800=DATA 11800
Jennifer Blanc
Sec 1: TR 9:30 AM–10:50 AM
Ryerson 251

Introduction to Data Science I
STAT 11800=DATA 11800
William Trimble
Sec 2: MWF 9:30 AM–10:20 AM
Ryerson 277

Introduction to Data Science II
STAT 11900=DATA 11900
Kriti Sehgal
Sec 1: TR 9:30 AM–10:50 AM
Crerar 011

Introduction to Data Science II
STAT 11900=DATA 11900
Amy Nussbaum
Sec 2: MWF 9:30 AM–10:20 AM
Ryerson 276

Statistical Methods and Applications
STAT 22000
Fei Liu and Daniel Xiang
Sec 1: MWF 9:30 AM–10:20 AM
Hinds 101

Statistical Methods and Applications
STAT 22000
Fei Liu and Daniel Xiang
Sec 2: MWF 10:30 AM–11:20 AM
Hinds 101

Statistical Methods and Applications
STAT 22000
Ryan McShane
Sec 3: MW 1:30 PM–2:50 PM
Harper Memorial 140

Regression Analysis for Health and Social Research
STAT 22401=PBHS 32410
James Dignam
Sec 1: TR 9:30 AM–10:50 AM
BSLC 109

Analysis of Categorical Data
STAT 22600=PBHS 32600
Yibi Huang
Sec 1: MWF 10:30 AM–11:20 AM
Eckhart 133

Statistical Models and Methods
STAT 23400
Ryan McShane
Sec 1: MW 3:00 PM–4:20 PM
Harper Memorial 140

Numerical Linear Algebra
STAT 24300
Promit Ghosal
Sec 1: TR 11:00 AM–12:20 PM
Cummings 101

Applications in Numerical Linear Algebra
STAT 24320
Kendra Burbank
Sec 1: TR 9:30 AM–10:50 AM
Harper 135

Statistical Theory and Methods I
STAT 24400
Li Ma
Sec 1: TR 12:30 PM–1:50 PM
Cummings 101

Statistical Theory and Methods II
STAT 24500
Jiaqi Li
Sec 1: TR 2:00 PM–3:20 PM
Hinds 101

Statistical Theory and Methods IIa
STAT 24510=STAT 30040
Frederic Koehler
Sec 1: TR 2:00 PM–3:20 PM
Eckhart 133

Introduction to Mathematical Probability
STAT 25100
Xinran Li
Sec 1: MW 1:30 PM–2:50 PM
Eckhart 133

Introduction to Mathematical Probability
STAT 25100
Tianyun Tang
Sec 2: MWF 11:30 AM–12:20 PM
Eckhart 133

Introduction to Probability Models
STAT 25300=STAT 31700
Cong Ma
Sec 1: TR 12:30 PM–1:50 PM
Jones 226

Nonparametric Inference
STAT 27400=DATA 27400, DATA 37400, STAT 37400
Nikolaos Ignatiadis
Sec 1: MW 1:30 PM–2:50 PM
Jones 303

Introduction to Bayesian Data Analysis
STAT 27410
Fei Liu
Sec 1: MWF 9:30 AM–10:20 AM
Jones 303

Machine Learning
STAT 27725=CMSC 25400
Yuxin Chen
Sec 1: TR 9:30 AM–10:50 AM
Stuart 105

Machine Learning
STAT 27725=CMSC 25400
Yuxin Chen
Sec 2: TR 11:00 AM–12:20 PM
Stuart 105

Multiple Testing, Modern Inference, and Replicability
STAT 27850=STAT 30850
Rina Barber
Sec 1: TR 9:30 AM–10:50 AM
Jones 303

Optimization
STAT 28000=CAAM 28000
Cong Ma
Sec 1: TR 3:30 PM–4:50 PM
Eckhart 133

Dynamical Systems with Applications
STAT 28200=CAAM 28200, CAAM 31405, STAT 31405
Timothy Roberts
Sec 1: MW 3:00 PM–4:20 PM
Eckhart 133

Undergraduate Research
STAT 29700
Yibi Huang
Sec 1

Bachelor's Paper
STAT 29900
Yibi Huang
Sec 1

Statistical Theory and Methods II
STAT 30040=STAT 24510
Frederic Koehler
Sec 1: TR 2:00 PM–3:20 PM
Eckhart 133

Mathematical Statistics I
STAT 30100
Chao Gao
Sec 1: TR 9:30 AM–10:50 AM
Jones 226

Mathematical Computation IIB: Nonlinear Optimization
STAT 31020=CAAM 31020
Mihai Anitescu
Sec 1: MW 1:30 PM–2:50 PM
Harper 130

Mathematical Computation III: Numerical Methods for PDE's
STAT 31100=CAAM 31100, CMSC 37812, MATH 38309
Siyao Yang
Sec 1: TR 2:00 PM–3:20 PM
Jones 226

Integral Equation Methods for PDEs
STAT 31110=CAAM 31110
Tristan Goodwill
Sec 1: TR 12:30 PM–1:50 PM
Eckhart 133

Fast Algorithms
STAT 31190=CAAM 31190
Jeremy Hoskins
Sec 1: MW 1:30 PM–2:50 PM
Jones 226

Applied Functional Analysis
STAT 31210=CAAM 31210
Guillaume Bal
Sec 1: MW 9:00 AM–10:20 AM
Jones 226

Variational Methods in Image Processing
STAT 31240=CAAM 31240
Eric Baer
Sec 1: TR 9:30 AM–10:50 AM
Hinds 180

Foundations of Computational Dynamics
STAT 31310=CAAM 31310
Nisha Chandramoorthy
Sec 1: TR 12:30 PM–1:50 PM
Kent 103

Dynamical Systems with Applications
STAT 31405=CAAM 28200, CAAM 31405, STAT 28200
Timothy Roberts
Sec 1: MW 3:00 PM–4:20 PM
Eckhart 133

Applied Fourier Analysis
STAT 31460=CAAM 31460, CAAM 21460
Anjali Nair
Sec 1: TR 11:00 AM–12:20 PM
Kent 103

Introduction to Probability Models
STAT 31700=STAT 25300
Cong Ma
Sec 1: TR 12:30 PM–1:50 PM
Jones 226

Survey Sampling and Design of Experiments
STAT 33101
Xinran Li
Sec 1: WF 10:30 AM–11:50 AM
Jones 226

Time-series Analysis for Forecasting and Model Building
STAT 33500=BUSN 41910
Jeffrey Russell
Sec 50: F 1:30 PM–4:20 PM
Charles M. Harper Center C07

Financial Statistics: Time Series, Forecasting, Mean Reversion, and High Frequency Data
STAT 33910=FINM 34600
Per Mykland
Sec 1: F 1:30 PM–4:20 PM
MS 112 (5727 S. University Ave)

Generalized Linear Models
STAT 34700
Mei Wang
Sec 1: TR 11:00 AM–12:20 PM
Eckhart 133

Fundamentals of Computational Biology: Models and Inference
STAT 35450=HGEN 48600
Peter Carbonetto and John Novembre
Sec 1: TR 3:30 PM–4:50 PM
BSLC 218

Topics in Statistical Genetics
STAT 35520
Dat Do

Sec 1: TR 11:00 AM–12:20 PM
Jones 226

Epidemiologic Methods
STAT 35700=PBHS 31001
Brian Chiu
Sec 1: TR 12:30 PM–1:50 PM
BSLC 313

Applied Bayesian Modeling and Inference
STAT 35920=PBHS 43010
Yuan Ji
Sec 1: MW 10:30 AM–11:50 AM
BSLC 202

Applied Longitudinal Data Analysis
STAT 36900=CHDV 32501, PBHS 33300
Donald Hedeker
Sec 1: TR 9:30 AM–10:50 AM
BSLC 218

Learning, Decisions, and Limits
STAT 37201=DATA 37200
Frederic Koehler
Sec 1: TR 11:00 AM–12:20 PM
Crerar 011

Nonparametric Inference
STAT 37400=DATA 27400, DATA 37400, STAT 27400
Nikolaos Ignatiadis
Sec 1: MW 1:30 PM–2:50 PM
Jones 303

Kernel Methods for Statistics and Machine Learning
STAT 37779
Anirban Chatterjee
Sec 1: TR 3:30 PM–4:50 PM
Hinds 180

Mathematics of Generative Models
STAT 37780=CAAM 37780
Nisha Chandramoorthy
Sec 1: TR 9:30 AM–10:50 AM
Eckhart 133

Measure-Theoretic Probability I
STAT 38100
Chao Gao
Sec 1: TR 12:30 PM–1:50 PM
Jones 303

Brownian Motion and Stochastic Calculus
STAT 38510=MATH 38511
Promit Ghosal
Sec 1: TR 2:00 PM–3:20 PM
Jones 303

Topics in Random Matrix Theory
STAT 38520
Yuxin Zhou
Sec 1: TR 11:00 AM–12:20 PM
Jones 303

Stochastic Calculus
STAT 39000/39010=FINM 34500/34510
Greg Lawler
Sec 1: TR 3:30 PM–4:50 PM
Kent 120

Master's Seminar
STAT 39900
Mei Wang
Sec 1

Reading and Research: Statistics
STAT 40100

Theories of Cortical Circuit Dynamics and Computation
STAT 42610
Brent Doiron
Sec 1: TR 3:30 PM–4:50 PM
Jones 226

Consulting in Statistics
STAT 44100
Claire Donnat and Mei Wang
Sec 1: W 12:00 PM-1:00 PM 
Searle 236 tentatively (if not, Jones 303)