2020-2021 Courses

Introduction to Data Science I
STAT 11800=CMSC 11800
Dan Nicolae and Michael Franklin
Sec 01: TR 9:40 AM-11:00 AM 
Remote

Statistical Methods and Applications
STAT 22000
Kendra Burbank
Sec 01: MWF 10:20 AM–11:10 AM
Remote

Statistical Methods and Applications
STAT 22000
Kendra Burbank
Sec 02: MWF 11:30 AM–12:20 PM
Remote

Applied Regression Analysis
STAT 22400=PBHS 32400
James Dignam
Sec 01: TR 11:20 AM–12:40 PM
Remote

Applied Regression Analysis
STAT 22400=PBHS 32400
Yibi Huang
Sec 02: TR 1:00 PM–2:20 PM
Remote

Epidemiology and Population Health
STAT 22810=BIOS 27810, ENST 27400, PBHS 30910, PPHA 36410
Diane Lauderdale
Sec 01: TR 4:20 PM-5:40 PM
Remote

Statistical Models and Methods I
STAT 23400
Fei Liu
Sec 01: MWF 9:10 AM–10:00 AM
Remote

Statistical Models and Methods I
STAT 23400
Fei Liu
Sec 02: MWF 12:40 PM–1:30 PM
Remote

Numerical Linear Algebra
STAT 24300=STAT 30750
Fatma Terzioglu
Sec 01: MW 1:50 PM–3:10 PM
Remote

Statistical Theory and Methods I
STAT 24400
Yuehaw Khoo
Sec 01: TR 9:40 AM–11:00 AM
Remote

Statistical Theory and Methods I
STAT 24400
Yuehaw Khoo
Sec 02: TR 11:20 AM–12:40 PM
Remote

Statistical Theory and Methods Ia
STAT 24410=STAT 30030
Daniel Sanz-Alonso
Sec 01: TR 11:20 AM–12:40 PM
Remote

Introduction to Mathematical Probability
STAT 25100
Zhongjian Wang
Sec 01: MWF 10:20 AM–11:10 AM
Remote

Introduction to Mathematical Probability
STAT 25100
Yi Sun
Sec 02: MWF 11:30 AM–12:20 PM
Remote

Time Dependent Data
STAT 26100=STAT 33600
Wei Biao Wu
Sec 01: TR 9:40 AM–11:00 AM
Remote

Mathematical Foundations of Machine Learning
STAT 27700=CMSC 25300
Rebecca Willett
Sec 01: TR 11:20 AM–12:40 PM
Remote

Mathematical Foundations of Machine Learning
STAT 27700=CMSC 25300
Rebecca Willett
Sec 02: TR 2:40 PM–4:00 PM
Remote

Undergraduate Research
STAT 29700
Mary Sara McPeek
Sec 01

Bachelor's Paper
STAT 29900
Mary Sara McPeek
Sec 01

Statistical Theory and Methods Ia
STAT 30030=STAT 24410
Daniel Sanz-Alonso
Sec 01: TR 11:20 AM–12:40 PM
Remote

Distribution Theory
STAT 30400
Wei Biao Wu
Sec 01: This class is listed as MW 8:00 AM–10:00 AM on the Registrar's site, but it will actually meet MW 8:40 AM-10:00 AM.
Remote

Numerical Linear Algebra
STAT 30750=STAT 24300
Fatma Terzioglu
Sec 01: MW 1:50 PM–3:10 PM
Remote

Mathematical Computation I: Matrix Computation Course
STAT 30900=CAAM 30900, CMSC 37810
Lek-Heng Lim
Sec 01: MW 4:10 PM–5:30 PM
Remote

Inverse Problems and Data Assimilation
STAT 31150=CAAM 31150
Daniel Sanz-Alonso
Sec 01: TR 2:40 PM–4:00 PM
Remote

Inverse Problems in Imaging
STAT 31230=CAAM 31230
Guillaume Bal
Sec 01: TR 11:20 AM–12:40 PM
Kersten 106

Applied Dynamical Systems
STAT 31410=CAAM 31410
Mary Silber
Sec 01: This class is listed as MW 10:20 AM–12:20 PM on the Registrar's site, but it will actually meet MW 10:20 AM-11:40 AM.
Remote

Applied Linear Algebra
STAT 31430=CAAM 31430
Eric Baer
Sec 01: MW 1:50 PM–3:10 AM
Saieh 146

Applied Analysis
STAT 31440=CAAM 31440
Eric Baer
Sec 01: MWF 9:10 AM–10:00 AM
Remote

Mathematical Aspects of Electronic Structure of Materials
STAT 31610=CAAM 31610
Daniel Massatt
Sec 01: TR 1:00 PM–2:20 PM
Remote

Probability and Statistics
STAT 32400=BUSN 41901
Tetsuya Kaji
Sec 50: F 8:30 AM-11:30 AM
Harper Center C08 (Blended)

Multivariate Data Analysis via Matrix Decompositions
STAT 32940=CAAM 32940, FINM 33180
Lek-Heng Lim
Sec 01: M 6:30 PM–9:30 PM
MS 112

Sample Surveys
STAT 33100
Kirk Wolter
Sec 01: This class is listed as MW 10:20 AM–12:20 PM on the Registrar's site, but it will actually meet MW 10:20 AM-11:40 AM.
Remote

Time-series Analysis for Forecasting and Model Building
STAT 33500=BUSN 41910
Jeffrey Russell
Sec 50: F 1:30 PM-4:30 PM
Remote

Time Dependent Data
STAT 33600=STAT 26100
Wei Biao Wu
Sec 01: TR 9:40 AM–11:00 AM
Remote

Applied Linear Statistical Methods
STAT 34300
Rina Foygel Barber
Sec 01: TR 2:40 PM–4:00 PM
Remote

Data Analysis Project
STAT 34900
Peter McCullagh
Sec 01: MW 1:50 PM–4:00 PM
Remote

Genomic Evolution
STAT 35410=ECEV 35901, EVOL 35901
Manyuan Long
Sec 01: T 2:00 PM–4:50 PM (subject to change)
Remote

Statistical Applications
STAT 35800=PBHS 33500
Robert Gibbons
Sec 01: MW 1:50 PM-3:10 PM 
Remote

Data: History and Literature
STAT 36711=CHSS 32011, DIGS 30016, ENGL 32011, HIPS 22011, KNOW 22011, KNOW 32011, PPHA 32011, SCTH 32011, SOCI 20518, SOCI 30518
Alexander Campolo and Anastasia Klimchynskaya
Sec 01: TR 4:20 PM-5:40 PM
Cobb 110 (Blended)

Topics in Deep Learning: Generative Models
STAT 37792
Yali Amit
Sec 01: This class is listed as MW 11:30 AM–1:30 PM on the Registrar's site, but it will actually meet MW 12:10 PM-1:30 PM.
Remote

Special Topics in Machine Learning
STAT 37794=CAAM 37794, CMSC 35490, MATH 37794
Dana Mendelson and Rebcca Willett
Sec 01: F 12:40 PM-3:40 PM
Remote

Statistical Computing A
STAT 37810
Kendra Burbank
Sec 01: TR 9:40 AM–11:00 AM (First half of quarter)
Remote

Statistical Computing B
STAT 37820
Mei Wang
Sec 01: TR 9:40 AM–11:00 AM (Second half of quarter)
Remote

Scientific Computing with Python
STAT 37830=CAAM 37830
Bradley Nelson
Sec 01: MWF 12:40 PM-1:30PM
Remote

Brownian Motion and Stochastic Calculus
STAT 38510=MATH 38511
Greg Lawler
Sec 01: TR 9:40 AM–11:00 AM
TBA

Master's Seminar
STAT 39900
Mei Wang
Sec 01

Reading and Research: Statistics
STAT 40100

Topics in Selective Inference
STAT 41520
Rina Foygel Barber
Sec 01: This class is listed as MW 10:20 AM–12:20 PM on the Registrar's site, but it will actually meet MW 11:00 AM-12:00 PM.
Remote
 
Consulting in Statistics
STAT 44100
Peter McCullaghMei Wang
Sec 01: T 1:00 PM-2:20 PM 
Jones 303 (blended)

Introduction to Data Science II
STAT 11900=CMSC 11900
Dan Nicolae and Michael Franklin
Section 1: TR 9:40 AM–11:00 PM
Remote

Elementary Statistics Through Case Study
STAT 20010
Kendra Burbank
Section 1: MWF 10:20 AM–11:10 AM
Remote

Statistical Methods and Applications
STAT 22000
Fei Liu
Section 1: MWF 10:20 AM–10:10 AM
Remote

Statistical Methods and Applications
STAT 22000
Fei Liu
Section 2: MWF 12:40 PM–1:30 PM
Remote

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

Biostatistical Methods
STAT 22700=PBHS 32700
Lin Chen
Section 1: TR 11:20 AM–12:40 PM
Remote

Statistical Models and Method 1
STAT 23400
Yali Amit
Section 1: TR 2:40 PM–4:00 PM
Remote

Numerical Linear Algebra
STAT 24300=STAT 30750
Alexander Strang
Section 1: MWF 12:40 PM–1:30 PM
Remote

Statistical Theory and Method 1
STAT 24400
Rina Foygel Barber
Section 1: TR 4:20 PM–5:40 PM
Remote

Statistical Theory and Method 2
STAT 24500
John Reinitz
Section 1: TR 9:40 AM–11:00 AM
Remote

Statistical Theory and Method 2a
STAT 24510=STAT 30040
Mei Wang
Section 1: TR 9:40 AM–11:00 AM
Remote

Introduction to Random Matrices
STAT 25211
Alisa Knizel
Section 1: TR 2:40 PM-4:00 PM
Remote

Introduction to Probability Models
STAT 25300=STAT 31700
Yibi Huang
Section 1: MWF 11:30 AM–12:20 PM
Remote

Nonparametric Inference
STAT 27400=STAT 37400
Claire Donnat
Section 1: TR 4:20 PM-5:40PM
Remote

Optimization
STAT 28000
Lek-Heng Lim
Section 1: MW 4:10 PM–5:30 PM
Remote

Dynamical Systems with Applications
STAT 28200=CAAM 28200
Mary Silber
Section 1: MW 1:50 PM–3:10 PM
Remote

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 9:40 AM–11:00 AM
Blended

Mathematical Statistics 1
STAT 30100
Mary Sara McPeek
Section 1: MW 1:50 PM–3:10 PM
Remote

Numerical Linear Algebra
STAT 30750=STAT 24300
Alexander Strang
Section 1: MWF 12:40 PM–1:30 PM
Remote

Mathematical Computation IIA: Convex Optimization
STAT 31015=BUSN 36903, CAAM 31015, CMSC 35470, TTIC 31070
Mihai Anitescu
Section 1: MW 4:10 PM–5:30 PM
Remote

Mathematical Computation IIB: Nonlinear Optimization
STAT 31020-CAAM 31020
Eric Baer
Section 1: TR 8:00 AM-9:20 AM
Remote

Mathematical Computation III: Numerical Methods for PDEs
STAT 31100=CAAM 31100, CMSC 37812, MATH 38309
Jeremy Hoskins
Section 1: MW 11:30 AM–12:20 PM
Remote

Applied Functional Analysis
STAT 31210=CAAM 31210
Guillaume Bal
Section 1: This class is listed as MW 9:10 AM–11:10 AM on the Registrar's site, but it will actually meet MW 9:40 AM-11:00 AM.
Remote

Applied Fourier Analysis
STAT 31460=CAAM 31460
Benjamin Palacios
Section 1: MW 4:10 PM-5:30PM
Remote

Introduction to Probability Models
STAT 31700=STAT 25300
Yibi Huang
Section 1: MWF 11:30 AM–12:20 PM
Remote

Introduction to Causal Inference
STAT 31900=CHDV 30102, MACS 51000, PBHS 43201, PLSC 30102, SOCI 30315
Guanglei Hong
Section 1: W 9:10 AM–12:00 PM 
Remote

Financial Statistics: Time-Series, Forecasting, Mean Reversion, and High Frequency Data
STAT 33910=FINM 33170
Per Mykland
Section 1: F 1:50 PM–5:00 PM
Remote

Generalized Linear Models
STAT 34700
Jingshu Wang
Section 1: TR 2:40 PM–4:00 PM
Remote

Introduction to Clinical Trials
STAT 35201=PBHS 32901
Mei-Yin Chen Polley
Section 1: TR 2:40 PM–4:00 PM 
Remote

Fundamentals of Computational Biology: Models and Inference
STAT 35450=HGEN 48600
John Novembre and Matthew Stephens
Section 1: TR 4:20 PM–5:40 PM
TBA

Epidemiological Methods
STAT 35700=PBHS 31001
Dezheng Huo
Section 1: TR 1:00 PM–2:20 PM 
Remote

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

Nonparametric Inference
STAT 37400=STAT 27400
Claire Donnat
Section 1: TR 4:20 PM-5:40PM
Remote

Topological Data Analysis
STAT 37411=CAAM 37411
Bradley Nelson
Section 1: TR 2:40 PM-4:00 PM
Remote

Machine Learning
STAT 37710=CAAM 37710, CMSC 35400
Yuxin Chen
Section 1: TR 9:40 AM-11:00AM
Remote

Topics in Deep Learning: Discriminative Models
STAT 37793
Yi Sun
Section 1: MW 1:50 PM-3:10 PM
Remote

Measure-Theoretic Probability I
STAT 38100
Alisa Knizel
Section 1: TR 9:40 AM–11:00 AM
Remote

Topics in Random Matrix Theory
STAT 38520=CAAM 38520
Pierre Yves Gaudreau Lamarre
Section 1: TR 2:40 PM-4:00 PM
Remote

Stochastic Calculus
STAT 39000=FINM 34500
Greg Lawler
Section 1: TR 3:30 PM-4:50 PM
Kent 107 and Remote

Stochastic Calculus I
STAT 39010=FINM 34510
Greg Lawler
Section 1: TR 3:30 PM-4:50 PM (Meets concurrently with STAT 39000/FINM 34500 from January 11, 2021 through February 13, 2021.)
Kent 107 and Remote 

Stochastic Calculus II
STAT 39020=FINM 34520
Greg Lawler
Section 1: TR 3:30 PM-4:50 PM (Meets concurrently with STAT 39000/FINM 34500 from February 15, 2021 through March 20, 2021.)
Kent 107 and Remote 

Master's Seminar: Statistics
STAT 39900
Mei Wang

Reading and Research: Statistics
STAT 40100

Consulting in Statistics
STAT 44100
Mei Wang and Claire Donnat
Section 1: T 11:20 AM–12:40 PM
Blended

Please note that these course listings are subject to change.

Collaborative Learning in Statistics 20000 
STAT 10001
Kendra Burbank
Sec 1: M 5:20 PM–7:20 PM
Remote

Elementary Statistics
STAT 20000
Kendra Burbank
Sec 1: MWF 9:10 AM–10:00 AM
Remote

Statistical Methods and Applications
STAT 22000
Fei Liu
Sec 1: MWF 9:10 AM–10:00 AM
Remote

Statistical Methods and Applications
STAT 22000
Jingshu Wang
Sec 2: MWF 10:20 AM–11:10 AM
Remote

Statistical Methods and Applications
STAT 22000
Jingshu Wang
Sec 3: MWF 11:30 AM–12:20 PM
Remote

Linear Models and Experimental Design
STAT 22200
Yibi Huang
Sec 1: MWF 10:20 AM-11:10 AM
Remote

Applied Regression Analysis
STAT 22400=PBHS 32400
Kendra Burbank
Sec 1: TR 11:20 AM-12:40 PM
Remote

Statistical Models and Method 1
STAT 23400
Yonghoon Lee
Sec 1: TR 1:00 PM-2:20 PM
Remote

Statistical Models and Method 1
STAT 23400
Andrew Goldstein
Sec 2: TR 2:40 PM-4:00 PM
Remote

Statistical Theory and Method 2
STAT 24500
Chao Gao
Sec 1: TR 11:20 AM–12:40 PM
Remote

Multivariate Statistical Analysis: Applications and Techniques
STAT 24620=STAT 32950
Mei Wang
Sec 1: TR 9:40 AM–11:00 AM
Remote

Introduction to Mathematical Probability 
STAT 25100
Daniel Massatt
Sec 1: MW 4:10 PM–5:30 PM
Remote

Introduction to Mathematical Probability 
STAT 25100
Pierre Yves Gaudreau Lamarre
Sec 2: TR 9:40 AM–11:00 AM
Remote

Introduction to Statistical Genetics
STAT 26300=STAT 35490
Mary Sara McPeek
Sec 1: MW 1:50 PM-3:10 PM
Remote

Introduction to Bayesian Data Analysis
STAT 27410
Fei Liu
Sec 1: MWF 11:30 AM-12:20 PM
Remote

Mathematical Foundations of Machine Learning
STAT 27700=CMSC 25300
Eric Jonas
Sec 1: TR 1:00 PM-2:20 PM 
Remote

Machine Learning
STAT 27725=CMSC 25400
Yuxin Chen
Sec 1: TR 9:40 AM-11:00 AM 
Remote

Undergrad Research: Statistics
STAT 29700
Mary Sara McPeek

Bachelor's Paper: Statistics
STAT 29900
Mary Sara McPeek

Mathematical Statistics II
STAT 30200
Chao Gao
Sec 01: TR 2:40 PM-4:00 PM
Remote

High Dimensional Time Series Analysis
STAT 30810
Wei Biao Wu
Sec 01: MWF 9:10 AM-10:00 AM
Remote

Numerical Methods for Stochastic Differential Equations
STAT 31120
Zhongjian Wang
Sec 01: MW 4:10 PM-5:30 PM
Remote

Fast Algorithms
STAT 31190
Jeremy Hoskins
Sec 01: MW 1:50 PM-3:10 PM
Remote

Partial Differential Equations
STAT 31220=CAAM 31220
Guillaume Bal
Sec 01: TR 9:40 AM-11:00 AM
Remote

Variational Methods in Image Processing
STAT 31240=CAAM 31240
Eric Baer
Sec 01: MW 9:10 AM-11:10 AM
Remote

Applied Partial Differential Equations
STAT 31450=CAAM 31450
Fatma Terzioglu
Sec 01: TR 2:40 PM-4:00 PM
Remote

Monte Carlo Simulation
STAT 31511=CAAM 31511
Daniel Sanz-Alonso
Sec 01: TR 11:20 AM-12:40 PM
Remote

Multivariate Statistical Analysis: Applications and Techniques
STAT 32950=STAT 24620
Mei Wang
Sec 01: TR 9:40 AM–11:00 AM
Remote
 
Modern Methods in Applied Statistics
STAT 34800
Matthew Stephens
Sec 01: TR 4:20 PM–5:40 PM
Remote
 
Fundamentals of Computational Biology: Algorithms and Applications
STAT 35460
Mengjie Chen and Xin He
Sec 01: MW 1:50 PM–3:10 PM 
Remote

Introduction to Statistical Genetics
STAT 35490=STAT 26300
Mary Sara McPeek
Sec 01: MW 1:50 PM-3:10 PM
Remote

Applied Longitudinal Data Analysis
STAT 36900=CHDV 32501, PBHS 33300
Donald Hedeker
Sec 01: TR 11:20 AM–12:40 PM 
Remote

Machine Learning and Large-Scale Data Analysis
STAT 37601=CMSC 25025
Yali Amit
Sec 01: TR 2:00 PM–3:20 PM 
Remote

Topics in Machine Learning
STAT 37791
Yuehaw Khoo
Sec 01: MW 10:20 AM-12:20 PM
Remote

Causal Inference with Machine Learning
STAT 37795
Victor Veitch
Sec 01: TR 11:20 AM-12:40 PM
Remote

Measure-Theoretic Probability III
STAT 38300
Per Mykland
Sec 01: TR 11:20 AM-12:40 PM
Remote
 
Master's Seminar: Statistics
STAT 39900
Mei Wang

Reading and Research: Statistics
STAT 40100
 
Topics in Robust Semiparametric Statistics
STAT 41511
Chao Gao
Sec 01: TR 4:20 PM-5:40 PM
Remote

Theoretical Neuroscience: Statistics and Information Theory
STAT 42600=CPNS 35600, ORGB 42600
Stephanie Palmer
Sec 01: TR 9:40 AM-11:00 AM
Remote

Consulting in Statistics
STAT 44100
Mei Wang and Claire Donnat
Sec 01: T 11:20 PM-12:40 PM (course will meet remotely on Wednesdays from 11:30am-12:30pm as of 4/26)
Blended

Pathways in Data Science
STAT 10118
Phillip LoAbby Stevens
Sec 94: MTWRF 9:00 AM-3:00 PM (7/12/2021 - 7/30/2021)
Remote


Elementary Statistics
STAT 22000
Yibi Huang
Sec 91: MWF 1:30 PM-3:30 PM (6/21/2021 - 7/23/2021)
Remote


Field Research
STAT 39800
Mei Wang
 
 
Masters Seminar: Statistics
STAT 39900
Mei Wang
 
 
Reading and Research: Statistics
STAT 40100