15 075J - Statistical Thinking and Data Analysis

Description
Prereq: 6.041B or 15.0791. Introduces a rigorous treatment of statistical data analysis while helping students develop a strong intuition for the strengths and limitations of various methods. Topics include statistical sampling and uncertainty, estimation, hypothesis testing, linear regression, classification, analysis of variation, and elements of data mining. Involves empirical use of hypothesis testing and other statistical methodologies in several domains, including the assessment of A-B experiments on the web and the identification of genes correlated with diseases. Final examination.
Credits
12
Attributes
Institute Lab
Recent Professors
Schedule Planner
Recent Semesters
Spring 2020
Offered
MW, F
Avg. Sections
3