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Math 131B: Introduction to Probability and Statistics

Second introductory course covering basic principles of probability and statistical inference. Topics: Point estimation, interval estimating, and testing hypotheses, Bayesian approaches to inference.

Subjects:

Mathematics and Statistics

Keywords:

Probabilities Mathematical statistics

Resource Type:

Courseware
Courseware

Math 131A: Introduction to Probability and Statistics

Introductory course covering basic principles of probability and statistical inference. Topics covered in this course: Axiomatic definition of probability, random variables, probability distributions, expectation.

Subjects:

Mathematics and Statistics

Keywords:

Probabilities Mathematical statistics

Resource Type:

Courseware
Courseware

Statistics for Applications

This course offers an in-depth the theoretical foundations for statistical methods that are useful in many applications. The goal is to understand the role of mathematics in the research and development of efficient statistical methods.

Subjects:

Mathematics and Statistics

Keywords:

Mathematical statistics

Resource Type:

Courseware
Courseware

Mathematical Statistics

This course provides students with decision theory, estimation, confidence intervals, and hypothesis testing. It introduces large sample theory, asymptotic efficiency of estimates, exponential families, and sequential analysis.

Subjects:

Mathematics and Statistics

Keywords:

Mathematical statistics

Resource Type:

Courseware

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Math 131B: Introduction to Probability and Statistics

Math 131A: Introduction to Probability and Statistics

Statistics for Applications

Mathematical Statistics

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