Winter 2022 Course Offerings

Please note that these course listings are subject to change.

Introduction to Data Science I
STAT 11800=CMSC 11800, DATA 11800
William Trimble
Section 1: TR 9:30 AM–10:50 AM
TBA

Introduction to Data Science II
STAT 11900=CMSC 11900, DATA 11900
Dan Nicolae and Michael Franklin
Section 1: TR 9:30 AM–10:50 AM
TBA

Elementary Statistics Through Case Study
STAT 20010
Kendra Burbank
Section 1: TR 11:00 AM–12:20 PM
TBA

Statistical Methods and Applications
STAT 22000
Fei Liu
Section 1: MWF 10:30 AM–11:20 AM
Eckhart 133

Statistical Methods and Applications
STAT 22000
Fei Liu
Section 2: MWF 11:30 AM–12:20 PM
Eckhart 133

Statistical Methods and Applications
STAT 22000
Yibi Huang
Section 3: MWF 12:30 PM–1:20 PM
Eckhart 133

Regression Analysis for Health and Social Research
STAT 22401=PBHS 32410
James Dignam
Section 1: TR 11:00 AM–12:20 PM
TBA

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

Statistical Models and Method 1
STAT 23400
Yali Amit
Section 1: TR 2:00 PM–3:20 PM
TBA

Numerical Linear Algebra
STAT 24300=STAT 30750
Jeremy Hoskins
Section 1: MW 1:30 PM–2:50 PM
Eckhart 133

Statistical Theory and Method 1
STAT 24400
Yuehaw Khoo
Section 1: TR 2:00 PM–3:20 PM
TBA

Statistical Theory and Method 2
STAT 24500
John Reinitz
Section 1: TR 11:00 AM–12:20 PM
TBA

Statistical Theory and Method 2a
STAT 24510=STAT 30040
Mei Wang
Section 1: TR 11:00 AM–12:20 PM
Eckhart 133

Introduction to Random Matrices
STAT 25211
Alisa Knizel
Section 1: MW 3:00 PM-4:20 PM
Jones 226

Introduction to Probability Models
STAT 25300=STAT 31700
Cong Ma
Section 1: MWF 12:30 PM–1:20 PM
TBA

Nonparametric Inference
STAT 27400=STAT 37400
Claire Donnat
Section 1: TR 3:30 PM-4:50PM
Eckhart 133

Machine Learning
STAT 27725=CMSC 25400
Yuxin Chen
Section 1: TR 9:30 AM–10:50 AM
TBA

Multiple Testing, Modern Inference, and Replicability
STAT 27850=STAT 30850
Rina Foygel Barber
Section 1: TR 9:30 AM–10:50 AM
Eckhart 133

Dynamical Systems with Applications
STAT 28200=CAAM 28200
Alexander Strang
Section 1: MW 1:30 PM–2:50 PM
Jones 226

Undergraduate Research: Statistics
STAT 29700
Mary Sara McPeek

Bachelor's Paper: Statistics
STAT 29900
Mary Sara McPeek

Statistical Theory and Method 2a
STAT 30040=STAT 24510
Mei Wang
Section 1: TR 11:00 AM–12:20 PM
Eckhart 133

Mathematical Statistics 1
STAT 30100
Chao Gao
Section 1: TR 11:00 AM–12:20 PM
TBA

Numerical Linear Algebra
STAT 30750=STAT 24300
Jeremy Hoskins
Section 1: MW 1:30 PM–2:50 PM
Eckhart 133

Multiple Testing, Modern Inference, and Replicability
STAT 30850=STAT 27850
Rina Foygel Barber
Section 1: TR 9:30 AM–10:50 AM
Eckhart 133

Mathematical Computation IIA: Convex Optimization
STAT 31015=BUSN 36903, CAAM 31015, CMSC 35470, TTIC 31070
Hongyuan Mei
Section 1: TR 3:30 PM–4:50 PM
TBA

Mathematical Computation IIB: Nonlinear Optimization
STAT 31020=CAAM 31020
Mihai Anitescu
Section 1: MW 3:00 PM-4:20 PM
Eckhart 133

Mathematical Computation III: Numerical Methods for PDEs
STAT 31100=CAAM 31100, CMSC 37812, MATH 38309
Jeremy Hoskins
Section 1: MW 10:30 AM–11:50 AM
Jones 303

Numerical Methods for Stochastic Differential Equations
STAT 31120=CAAM 31120
Zhongjian Wang
Section 1: TR 2:00 PM–3:20 PM
Jones 226

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

Applied Fourier Analysis
STAT 31460=CAAM 31460
Eric Baer
Section 1: TR 9:30 AM-10:50AM
Jones 226

Introduction to Probability Models
STAT 31700=STAT 25300
Cong Ma
Section 1: MWF 12:30 PM–1:20 PM
TBA

Introduction to Causal Inference
STAT 31900=CHDV 30102, MACS 51000, PBHS 43201, PLSC 30102, SOCI 30315
Kazuo Yamaguchi
Section 1: W 4:30 PM–5:50 PM 
TBA

Financial Statistics: Time-Series, Forecasting, Mean Reversion, and High Frequency Data
STAT 33910=FINM 33170
Per Mykland
Section 1: F 1:30 PM–4:20 PM
TBA

Generalized Linear Models
STAT 34700
Jingshu Wang
Section 1: TR 2:00 PM–3:20 PM
Eckhart 133

Introduction to Clinical Trials
STAT 35201=PBHS 32901
Mei-Yin Chen Polley
Section 1: TR 2:00 PM–3:20 PM 
TBA

Fundamentals of Computational Biology: Models and Inference
STAT 35450=HGEN 48600
Matthew Stephens
Section 1: TR 3:30 PM–4:50 PM
TBA

Epidemiological Methods
STAT 35700=PBHS 31001
Brian Chiu
Section 1: TR 12:30 PM–1:50 PM 
TBA

Applied Bayesian Modeling and Inference
STAT 35920=PBHS 43010
Yuan Ji
Section 1: TR 1:00 PM–2:20 PM 
TBA

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

Nonparametric Inference
STAT 37400=STAT 27400
Claire Donnat
Section 1: TR 3:30 PM-4:50PM
Eckhart 133

Topological Data Analysis
STAT 37411=CAAM 37411
Bradley Nelson
Section 1: MW 10:30 AM-11:50 AM
Jones 226

Topics in Machine Learning: Scientific Computing Tools for High-Dimensional Problems
STAT 37798
Yuehaw Khoo
Section 1: TR 11:00 AM-12:20 PM
Jones 226

Topics in Machine Learning: Machine Learning and Inverse Problems
STAT 37799=CMSC 37799
Rebecca Willett
Section 1: M 9:30 AM-12:20 PM
TBA

Scientific Computing with Python
STAT 37830=CAAM 37830
Bradley Nelson
Section 1: MW 1:30 PM–2:50 PM
TBA

Measure-Theoretic Probability I
STAT 38100
Alisa Knizel
Section 1: TR 3:30 PM–4:50 PM
TBA

Topics in Random Matrix Theory
STAT 38520=CAAM 38520
Pierre Yves Gaudreau Lamarre
Section 1: MW 12:00 PM-1:20 PM
Jones 226

Master's Seminar: Statistics
STAT 39900
Mei Wang

Reading and Research: Statistics
STAT 40100

High-Dimensional Statistics I
STAT 41500
Chao Gao
Section 1: TR 9:30 AM–10:50 AM
TBA

Topics in Causal Inference
STAT 41530
Jingshu Wang
Section 1: TR 11:00 AM–12:20 PM
TBA

Theories of Cortical Circuit Dynamics and Computation
STAT 42610=CAAM 42610, CPNS 32610
Brent Doiron
Section 1: TR 3:30 PM–4:50 PM
Jones 226

Consulting in Statistics
STAT 44100
Mei Wang and Claire Donnat
Section 1: W 12:00 PM–1:00 PM
Jones 303