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Minor

Doctoral Minor in Statistics

University of Wisconsin-Madison Statistics 69 courses

About This Program

All graduate students must utilize the Graduate Student Portal in MyUW to add, change, or discontinue any doctoral minor. To apply to this minor, please log in to MyUW, click on Graduate Student Portal, and then click on Add/Change Programs. Then submit this form to have your program of study approved.

Degree Requirements

List 1: Methodological, computational, and applied Statistics elective courses (at least one course)

Code Course Title Credits
STAT 303 R for Statistics I 1
STAT 304 R for Statistics II 1
STAT 305 R for Statistics III 1
STAT 333 Applied Regression Analysis 3
STAT 340 Data Science Modeling II 4
STAT 349 Introduction to Time Series 3
STAT 351 Introductory Nonparametric Statistics 3
STAT 405 Data Science Computing Project 3
STAT 436 Statistical Data Visualization 3
STAT 411 An Introduction to Sample Survey Theory and Methods 3
STAT 421 Applied Categorical Data Analysis 3
STAT 424 Statistical Experimental Design 3
STAT 433 Data Science with R 3
STAT 443 Classification and Regression Trees 3
STAT 451 Introduction to Machine Learning and Statistical Pattern Classification 3
STAT 453 Introduction to Deep Learning and Generative Models 3
STAT 456 Applied Multivariate Analysis 3
STAT 461 Financial Statistics 3
STAT 471 Introduction to Computational Statistics 3
STAT 479 Special Topics in Statistics 1-3
STAT 542 Introduction to Clinical Trials I 3
STAT 572 Statistical Methods for Bioscience II 4
STAT 575 Statistical Methods for Spatial Data 3
STAT 620 Statistics in Human Genetics 3
STAT 641 Statistical Methods for Clinical Trials 3
STAT 642 Statistical Methods for Epidemiology 3
STAT 643 Clinical Trial Design, Implementation, and Analysis 3
STAT 679 Special Topics in Statistics 1-3
STAT 701 Applied Time Series Analysis, Forecasting and Control I 3
STAT 727 Theory and Methods of Longitudinal Data Analysis 3
STAT 732 Large Sample Theory of Statistical Inference 3
STAT 741 Survival Analysis Theory and Methods 3
STAT 760 Multivariate Analysis I 3
STAT 761 Decision Trees for Multivariate Analysis 3
STAT 768 Statistical Methods for Medical Image Analysis 3
STAT 772 Linear Randomized Algorithms for Data Science 3
STAT 771 Computational Statistics 4
STAT 775 Bayesian Statistics 3
STAT 780 Introduction to Quantum Data Science 3
STAT 801 Advanced Financial Statistics 3
STAT 803 Experimental Design I 3
STAT 841 Nonparametric Statistics and Machine Learning Methods 3
STAT 849 Advanced Statistical Methods 4
STAT 861 Theoretical Foundations of Machine Learning 3
STAT 877 Statistical Methods for Molecular Biology 3
STAT 888 Topics in Mathematical Data Science 1-3
STAT 992 Seminar 1-3

Click a course code or title to read the full course description.

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Program and course information is reproduced from each university's published academic catalog for informational purposes and may change. Always confirm current requirements with your university. We are an independent academic support service and are not affiliated with or endorsed by the universities listed.

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