Courses

2020 Spring STAT 215B 001 LEC 001 - Statistical Models: Theory and Application

Course Times
TuTh 2:00pm - 3:29pm
Course Location
Evans 334
Course Units
4
Course number
215B
Course description

Course builds on 215A in developing critical thinking skills and the techniques of advanced applied statistics. Particular topics vary with instructor. Examples of possible topics include planning and design of experiments, ANOVA and random effects models, splines, classification, spatial statistics, categorical data analysis, survival analysis, and multivariate analysis.

Instructor(s)
Elizabeth Purdom
Status Limit Enrolled Waitlist
O 25 12 0
Class # Section Date And Times Location Units LIM/ENR/WAIT
21945 LAB 215 Fr 10:00am - 11:59am Evans 344 4 25/12/0

2020 Spring STAT 222 001 SEM 001 - Masters of Statistics Capstone Project

Course Times
Tu 5:00pm - 7:59pm
Course Location
Tan 180
Course Units
4
Course number
222
Course description

The capstone project is part of the masters degree program in statistics. Students engage in professionally-oriented group research under the supervision of a research advisor. The research synthesizes the statistical, computational, economic, and social issues involved in solving complex real-world problems.

Instructor(s)
Libor Pospisil, Thomas Bengtsson
Status Limit Enrolled Waitlist
C 52 53 0
Class # Section Date And Times Location Units LIM/ENR/WAIT
23309 LAB 222 Th 5:00pm - 5:59pm Dwinelle 88 4 52/53/0

2020 Spring STAT 230A 001 LEC 001 - Linear Models

Course Times
MoWe 5:00pm - 6:29pm
Course Location
Etcheverry 3106
Course Units
4
Course number
230A
Course description

Theory of least squares estimation, interval estimation, and tests under the general linear fixed effects model with normally distributed errors. Large sample theory for non-normal linear models. Two and higher way layouts, residual analysis. Effects of departures from the underlying assumptions. Robust alternatives to least squares.

Instructor(s)
Peng Ding
Status Limit Enrolled Waitlist
O 60 56 0
Class # Section Date And Times Location Units LIM/ENR/WAIT
21948 LAB 230 We 2:00pm - 3:59pm Moffitt Library 106 4 40/38/0
33561 LAB 230 We 10:00am - 11:59am Evans 332 4 30/18/0

2020 Spring STAT 248 001 LEC 001 - Analysis of Time Series

Course Times
TuTh 3:30pm - 4:59pm
Course Location
Evans 334
Course Units
4
Course number
248
Course description

Frequency-based techniques of time series analysis, spectral theory, linear filters, estimation of spectra, estimation of transfer functions, design, system identification, vector-valued stationary processes, model building.

Instructor(s)
Adityanand Guntuboyina
Status Limit Enrolled Waitlist
O 35 29 0
Class # Section Date And Times Location Units LIM/ENR/WAIT
21952 LAB 248 Fr 1:00pm - 2:59pm Evans 334 4 35/29/0

2020 Spring STAT 260 001 LEC 001 - Topics in Probability and Statistics

Course Times
MoWe 4:00pm - 5:29pm
Course Location
Evans 332
Course Units
3
Course number
260
Course description

Special topics in probability and statistics offered according to student demand and faculty availability.

Instructor(s)
James Bentley Brown
Status Limit Enrolled Waitlist
O 10 6 0

2020 Spring STAT 272 001 SES 001 - Statistical Consulting

Course Times
We 10:00am - 11:59am
Course Location
Evans 443
Course Units
3
Course number
272
Course description

To be taken concurrently with service as a consultant in the department's drop-in consulting service. Participants will work on problems arising in the service and will discuss general ways of handling such problems. There will be working sessions with researchers in substantive fields and occasional lectures on consulting.

Instructor(s)
Philip Stark, Lisa R. Goldberg
Status Limit Enrolled Waitlist
O 12 11 0

2020 Spring STAT 278B 001 SEM 001 - Statistics Research Seminar

Course Times
We 4:00pm - 4:59pm
Course Location
Evans 1011
Course number
278B
Course description

Special topics, by means of lectures and informational conferences.

Instructor(s)
Jacob Noah Steinhardt
Status Limit Enrolled Waitlist
O 30 26 0

2020 Spring STAT 278B 002 SEM 002 - Statistics Research Seminar

Course Times
We 3:00pm - 3:59pm
Course Location
Evans 1011
Course number
278B
Course description

Special topics, by means of lectures and informational conferences.

Instructor(s)
Alan Hammond
Status Limit Enrolled Waitlist
O 15 3 0

2020 Spring STAT 278B 004 SEM 004 - Statistics Research Seminar

Course Times
Tu 11:00am - 12:29pm
Course Location
Evans 1011
Course number
278B
Course description

Special topics, by means of lectures and informational conferences.

Instructor(s)
Lisa R. Goldberg
Status Limit Enrolled Waitlist
O 15 1 0

2020 Summer STAT 0PX 001 LEC 001 - Preparatory Statistics

Course Units
1
Course number
0PX
Course description

This course assists entering Freshman students with basic statistical concepts and problem solving. Designed for students who do not meet the prerequisites for 2. Offered through the Student Learning Center.

Status Limit Enrolled Waitlist
C 65 0 0

2020 Summer STAT 2 001 LEC 001 - Introduction to Statistics

Course Times
TuTh 9:30am - 11:29am
Course Location
Internet/Online
Course Units
4
Course number
2
Course description

Population and variables. Standard measures of location, spread and association. Normal approximation. Regression. Probability and sampling. Binomial distribution. Interval estimation. Some standard significance tests.

Instructor(s)
Shobhana Murali Stoyanov
Status Limit Enrolled Waitlist
O 75 64 0
Class # Section Date And Times Location Units LIM/ENR/WAIT
12466 LAB 2 TuTh 12:00pm - 1:29pm Internet/Online 4 38/35/0
12467 LAB 2 TuTh 2:00pm - 3:29pm Internet/Online 4 37/29/0

2020 Summer STAT 2 002 LEC 002 - Introduction to Statistics

Course Times
MoTuWeThFr 3:00pm - 4:29pm
Course Location
Internet/Online
Course Units
4
Course number
2
Course description

Population and variables. Standard measures of location, spread and association. Normal approximation. Regression. Probability and sampling. Binomial distribution. Interval estimation. Some standard significance tests.

Instructor(s)
Maureen Lahiff
Status Limit Enrolled Waitlist
O 72 68 0
Class # Section Date And Times Location Units LIM/ENR/WAIT
12696 LAB 2 MoTuWeThFr 4:30pm - 5:29pm Internet/Online 4 18/18/0
12697 LAB 2 MoTuWeThFr 4:30pm - 5:29pm Internet/Online 4 18/18/0
12698 LAB 2 MoTuWeThFr 4:30pm - 5:29pm Internet/Online 4 18/17/0
15117 LAB 2 MoTuWeThFr 4:30pm - 5:29pm Internet/Online 4 18/15/0

2020 Summer STAT C8 001 LEC 001 - Foundations of Data Science

Course Times
MoTuWeThFr 10:00am - 10:59am
Course Location
Internet/Online
Course Units
4
Course number
C8
Course description

Foundations of data science from three perspectives: inferential thinking, computational thinking, and real-world relevance. Given data arising from some real-world phenomenon, how does one analyze that data so as to understand that phenomenon? The course teaches critical concepts and skills in computer programming and statistical inference, in conjunction with hands-on analysis of real-world datasets, including economic data, document collections, geographical data, and social networks. It delves into social and legal issues surrounding data analysis, including issues of privacy and data ownership.

Instructor(s)
Sandrine Dudoit, Philippe Boileau, Anna Thuy Nhu Nguyen
Status Limit Enrolled Waitlist
O 450 444 14
Class # Section Date And Times Location Units LIM/ENR/WAIT
12589 LAB 8 MoWe 11:00am - 12:59pm Internet/Online 4 30/30/0
12590 LAB 8 MoWe 11:00am - 12:59pm Internet/Online 4 30/30/5
12683 LAB 8 MoWe 11:00am - 12:59pm Internet/Online 4 30/30/2
12684 LAB 8 MoWe 1:00pm - 2:59pm Internet/Online 4 30/30/0
12685 LAB 8 MoWe 1:00pm - 2:59pm Internet/Online 4 30/31/4
12686 LAB 8 MoWe 1:00pm - 2:59pm Internet/Online 4 30/30/0
12726 LAB 8 MoWe 3:00pm - 4:59pm Internet/Online 4 30/29/0
12727 LAB 8 MoWe 3:00pm - 4:59pm Internet/Online 4 30/30/0
12777 LAB 8 MoWe 3:00pm - 4:59pm Internet/Online 4 30/29/0
12778 LAB 8 MoWe 5:00pm - 6:59pm Internet/Online 4 30/30/1
15879 LAB 8 MoWe 11:00am - 12:59pm Internet/Online 4 30/30/1
15880 LAB 8 MoWe 1:00pm - 2:59pm Internet/Online 4 30/30/1
15881 LAB 8 MoWe 3:00pm - 4:59pm Internet/Online 4 30/28/0
15882 LAB 8 MoWe 5:00pm - 6:59pm Internet/Online 4 30/29/0
15883 LAB 8 MoWe 1:00pm - 2:59pm Internet/Online 4 30/28/0

2020 Summer STAT 20 001 LEC 001 - Introduction to Probability and Statistics

Course Times
MoTuWeTh 11:00am - 12:29pm
Course Location
Internet/Online
Course Units
4
Course number
20
Course description

For students with mathematical background who wish to acquire basic concepts. Relative frequencies, discrete probability, random variables, expectation. Testing hypotheses. Estimation. Illustrations from various fields.

Instructor(s)
Fletcher H Ibser
Status Limit Enrolled Waitlist
O 114 94 0
Class # Section Date And Times Location Units LIM/ENR/WAIT
12469 LAB 20 MoWeTh 1:00pm - 1:59pm Internet/Online 4 42/37/0
12470 LAB 20 MoWeTh 2:00pm - 2:59pm Internet/Online 4 42/32/0
15936 LAB 20 MoWeTh 3:00pm - 3:59pm Internet/Online 4 30/25/0

2020 Summer STAT 134 001 LEC 001 - Concepts of Probability

Course Times
MoTuWeTh 1:00pm - 2:29pm
Course Location
Internet/Online
Course Units
4
Course number
134
Course description

An introduction to probability, emphasizing concepts and applications. Conditional expectation, independence, laws of large numbers. Discrete and continuous random variables. Central limit theorem. Selected topics such as the Poisson process, Markov chains, characteristic functions.

Instructor(s)
Fletcher H Ibser
Status Limit Enrolled Waitlist
O 128 108 0

2020 Summer STAT 135 001 LEC 001 - Concepts of Statistics

Course Times
TuWeTh 9:00am - 10:59am
Course Location
Internet/Online
Course Units
4
Course number
135
Course description

A comprehensive survey course in statistical theory and methodology. Topics include descriptive statistics, maximum likelihood estimation, non-parametric methods, introduction to optimality, goodness-of-fit tests, analysis of variance, bootstrap and computer-intensive methods and least squares estimation. The laboratory includes computer-based data-analytic applications to science and engineering.

Instructor(s)
Libor Pospisil
Status Limit Enrolled Waitlist
O 84 62 0
Class # Section Date And Times Location Units LIM/ENR/WAIT
12478 LAB 135 TuTh 11:30am - 12:59pm Internet/Online 4 40/28/0
12479 LAB 135 TuTh 2:00pm - 3:29pm Internet/Online 4 40/34/0

2020 Summer STAT 155 001 LEC 001 - Game Theory

Course Times
TuWeTh 12:00pm - 1:59pm
Course Location
Internet/Online
Course Units
3
Course number
155
Course description

General theory of zero-sum, two-person games, including games in extensive form and continuous games, and illustrated by detailed study of examples.

Instructor(s)
Adam R. Lucas, Alexander Tsigler
Status Limit Enrolled Waitlist
O 100 38 0