Dongning Guo (Fall), Prof. Ermin Wei (Spring) COURSE GOALS: To teach students the basic concepts of probability theory and statistics, random variables, conditional distributions, and correlation as ...

We’ll learn what it means to calculate a probability, independent and dependent outcomes, and conditional events. We’ll study discrete and continuous random variables and see how this fits with data ...

The course is offered as a regular examinable half-unit as well as a service to students and academic staff. Analysis and algebra at the level of a BSc in pure or applied mathematics and basic ...

Equivalent combinations may be accepted at the lecturer’s discretion. The course covers the probability and distribution theory needed for advanced courses in statistics and econometrics.: Topics ...

Note: This course description is only applicable ... Covers algorithms of cleaning and munging data, probability theory and common distributions, statistical simulation, drawing inferences from data, ...

It expects familiarity with undergraduate-level calculus, probability theory, and linear algebra. Prerequisites by course: ELEC_ENG 302 Probabilistic Systems or equivalent. Prerequisites by topic: ...