**UCI Math 131A: Introduction to Probability and Statistics (Summer 2013)**

Lec 01. Introduction to Probability and Statistics: Probability

View the complete course: http://ocw.uci.edu/courses/math_131a_introduction_to_probability_and_statistics.html

Instructor: Michael C. Cranston, Ph.D.

License: Creative Commons CC-BY-SA

Terms of Use: http://ocw.uci.edu/info

More courses at http://ocw.uci.edu

Description: UCI Math 131A is an introductory course covering basic principles of probability and statistical inference. Axiomatic definition of probability, random variables, probability distributions, expectation.

Recorded on June 24, 2013

Required attribution: Cranston, Michael C. Math 131A (UCI OpenCourseWare: University of California, Irvine), http://ocw.uci.edu/courses/math_131a_introduction_to_probability_and_statistics.html. [Access date]. License: Creative Commons Attribution-ShareAlike 3.0 United States License. (http://creativecommons.org/licenses/by-sa/3.0/deed.en_US)

Lec 01. Introduction to Probability and Statistics: Probability

View the complete course: http://ocw.uci.edu/courses/math_131a_introduction_to_probability_and_statistics.html

Instructor: Michael C. Cranston, Ph.D.

License: Creative Commons CC-BY-SA

Terms of Use: http://ocw.uci.edu/info

More courses at http://ocw.uci.edu

Description: UCI Math 131A is an introductory course covering basic principles of probability and statistical inference. Axiomatic definition of probability, random variables, probability distributions, expectation.

Recorded on June 24, 2013

Required attribution: Cranston, Michael C. Math 131A (UCI OpenCourseWare: University of California, Irvine), http://ocw.uci.edu/courses/math_131a_introduction_to_probability_and_statistics.html. [Access date]. License: Creative Commons Attribution-ShareAlike 3.0 United States License. (http://creativecommons.org/licenses/by-sa/3.0/deed.en_US)

**UCI Math 131A: Introduction to Probability and Statistics (Summer 2013)**

Lec 02. Introduction to Probability and Statistics: Probability

View the complete course: http://ocw.uci.edu/courses/math_131a_introduction_to_probability_and_statistics.html

Instructor: Michael C. Cranston, Ph.D.

License: Creative Commons CC-BY-SA

Terms of Use: http://ocw.uci.edu/info

More courses at http://ocw.uci.edu

Description: UCI Math 131A is an introductory course covering basic principles of probability and statistical inference. Axiomatic definition of probability, random variables, probability distributions, expectation.

Recorded on June 26, 2013

Required attribution: Cranston, Michael C. Math 131A (UCI OpenCourseWare: University of California, Irvine), http://ocw.uci.edu/courses/math_131a_introduction_to_probability_and_statistics.html. [Access date]. License: Creative Commons Attribution-ShareAlike 3.0 United States License. (http://creativecommons.org/licenses/by-sa/3.0/deed.en_US)

Lec 02. Introduction to Probability and Statistics: Probability

View the complete course: http://ocw.uci.edu/courses/math_131a_introduction_to_probability_and_statistics.html

Instructor: Michael C. Cranston, Ph.D.

License: Creative Commons CC-BY-SA

Terms of Use: http://ocw.uci.edu/info

More courses at http://ocw.uci.edu

Description: UCI Math 131A is an introductory course covering basic principles of probability and statistical inference. Axiomatic definition of probability, random variables, probability distributions, expectation.

Recorded on June 26, 2013

Required attribution: Cranston, Michael C. Math 131A (UCI OpenCourseWare: University of California, Irvine), http://ocw.uci.edu/courses/math_131a_introduction_to_probability_and_statistics.html. [Access date]. License: Creative Commons Attribution-ShareAlike 3.0 United States License. (http://creativecommons.org/licenses/by-sa/3.0/deed.en_US)

**UCI Math 131A: Introduction to Probability and Statistics (Summer 2013)**

Lec 03. Introduction to Probability and Statistics: Random Variables

View the complete course: http://ocw.uci.edu/courses/math_131a_introduction_to_probability_and_statistics.html

Instructor: Michael C. Cranston, Ph.D.

License: Creative Commons CC-BY-SA

Terms of Use: http://ocw.uci.edu/info

More courses at http://ocw.uci.edu

Description: UCI Math 131A is an introductory course covering basic principles of probability and statistical inference. Axiomatic definition of probability, random variables, probability distributions, expectation.

Recorded on June 28, 2013

Required attribution: Cranston, Michael C. Math 131A (UCI OpenCourseWare: University of California, Irvine), http://ocw.uci.edu/courses/math_131a_introduction_to_probability_and_statistics.html. [Access date]. License: Creative Commons Attribution-ShareAlike 3.0 United States License. (http://creativecommons.org/licenses/by-sa/3.0/deed.en_US)

Lec 03. Introduction to Probability and Statistics: Random Variables

View the complete course: http://ocw.uci.edu/courses/math_131a_introduction_to_probability_and_statistics.html

Instructor: Michael C. Cranston, Ph.D.

License: Creative Commons CC-BY-SA

Terms of Use: http://ocw.uci.edu/info

More courses at http://ocw.uci.edu

Description: UCI Math 131A is an introductory course covering basic principles of probability and statistical inference. Axiomatic definition of probability, random variables, probability distributions, expectation.

Recorded on June 28, 2013

Required attribution: Cranston, Michael C. Math 131A (UCI OpenCourseWare: University of California, Irvine), http://ocw.uci.edu/courses/math_131a_introduction_to_probability_and_statistics.html. [Access date]. License: Creative Commons Attribution-ShareAlike 3.0 United States License. (http://creativecommons.org/licenses/by-sa/3.0/deed.en_US)

**UCI Math 131A: Introduction to Probability and Statistics (Summer 2013)**

Lec 04. Introduction to Probability and Statistics: Joint Distribution

View the complete course: http://ocw.uci.edu/courses/math_131a_introduction_to_probability_and_statistics.html

Instructor: Michael C. Cranston, Ph.D.

License: Creative Commons CC-BY-SA

Terms of Use: http://ocw.uci.edu/info

More courses at http://ocw.uci.edu

Description: UCI Math 131A is an introductory course covering basic principles of probability and statistical inference. Axiomatic definition of probability, random variables, probability distributions, expectation.

Recorded on July 1, 2013

Required attribution: Cranston, Michael C. Math 131A (UCI OpenCourseWare: University of California, Irvine), http://ocw.uci.edu/courses/math_131a_introduction_to_probability_and_statistics.html. [Access date]. License: Creative Commons Attribution-ShareAlike 3.0 United States License. (http://creativecommons.org/licenses/by-sa/3.0/deed.en_US)

Lec 04. Introduction to Probability and Statistics: Joint Distribution

View the complete course: http://ocw.uci.edu/courses/math_131a_introduction_to_probability_and_statistics.html

Instructor: Michael C. Cranston, Ph.D.

License: Creative Commons CC-BY-SA

Terms of Use: http://ocw.uci.edu/info

More courses at http://ocw.uci.edu

Description: UCI Math 131A is an introductory course covering basic principles of probability and statistical inference. Axiomatic definition of probability, random variables, probability distributions, expectation.

Recorded on July 1, 2013

Required attribution: Cranston, Michael C. Math 131A (UCI OpenCourseWare: University of California, Irvine), http://ocw.uci.edu/courses/math_131a_introduction_to_probability_and_statistics.html. [Access date]. License: Creative Commons Attribution-ShareAlike 3.0 United States License. (http://creativecommons.org/licenses/by-sa/3.0/deed.en_US)

**UCI Math 131A: Introduction to Probability and Statistics (Summer 2013)**

Lec 05. Introduction to Probability and Statistics: Expected Values

View the complete course: http://ocw.uci.edu/courses/math_131a_introduction_to_probability_and_statistics.html

Instructor: Michael C. Cranston, Ph.D.

License: Creative Commons CC-BY-SA

Terms of Use: http://ocw.uci.edu/info

More courses at http://ocw.uci.edu

Description: UCI Math 131A is an introductory course covering basic principles of probability and statistical inference. Axiomatic definition of probability, random variables, probability distributions, expectation.

Recorded on July 3, 2013

Required attribution: Cranston, Michael C. Math 131A (UCI OpenCourseWare: University of California, Irvine), http://ocw.uci.edu/courses/math_131a_introduction_to_probability_and_statistics.html. [Access date]. License: Creative Commons Attribution-ShareAlike 3.0 United States License. (http://creativecommons.org/licenses/by-sa/3.0/deed.en_US)

Lec 05. Introduction to Probability and Statistics: Expected Values

View the complete course: http://ocw.uci.edu/courses/math_131a_introduction_to_probability_and_statistics.html

Instructor: Michael C. Cranston, Ph.D.

License: Creative Commons CC-BY-SA

Terms of Use: http://ocw.uci.edu/info

More courses at http://ocw.uci.edu

Description: UCI Math 131A is an introductory course covering basic principles of probability and statistical inference. Axiomatic definition of probability, random variables, probability distributions, expectation.

Recorded on July 3, 2013

Required attribution: Cranston, Michael C. Math 131A (UCI OpenCourseWare: University of California, Irvine), http://ocw.uci.edu/courses/math_131a_introduction_to_probability_and_statistics.html. [Access date]. License: Creative Commons Attribution-ShareAlike 3.0 United States License. (http://creativecommons.org/licenses/by-sa/3.0/deed.en_US)

**UCI Math 131A: Introduction to Probability and Statistics (Summer 2013)**

Lec 06. Introduction to Probability and Statistics: Joint Distribution

View the complete course: http://ocw.uci.edu/courses/math_131a_introduction_to_probability_and_statistics.html

Instructor: Michael C. Cranston, Ph.D.

License: Creative Commons CC-BY-SA

Terms of Use: http://ocw.uci.edu/info

More courses at http://ocw.uci.edu

Description: UCI Math 131A is an introductory course covering basic principles of probability and statistical inference. Axiomatic definition of probability, random variables, probability distributions, expectation.

Recorded on July 5, 2013

Required attribution: Cranston, Michael C. Math 131A (UCI OpenCourseWare: University of California, Irvine), http://ocw.uci.edu/courses/math_131a_introduction_to_probability_and_statistics.html. [Access date]. License: Creative Commons Attribution-ShareAlike 3.0 United States License. (http://creativecommons.org/licenses/by-sa/3.0/deed.en_US)

Lec 06. Introduction to Probability and Statistics: Joint Distribution

View the complete course: http://ocw.uci.edu/courses/math_131a_introduction_to_probability_and_statistics.html

Instructor: Michael C. Cranston, Ph.D.

License: Creative Commons CC-BY-SA

Terms of Use: http://ocw.uci.edu/info

More courses at http://ocw.uci.edu

Description: UCI Math 131A is an introductory course covering basic principles of probability and statistical inference. Axiomatic definition of probability, random variables, probability distributions, expectation.

Recorded on July 5, 2013

Required attribution: Cranston, Michael C. Math 131A (UCI OpenCourseWare: University of California, Irvine), http://ocw.uci.edu/courses/math_131a_introduction_to_probability_and_statistics.html. [Access date]. License: Creative Commons Attribution-ShareAlike 3.0 United States License. (http://creativecommons.org/licenses/by-sa/3.0/deed.en_US)

**UCI Math 131A: Introduction to Probability and Statistics (Summer 2013)**

Lec 07. Introduction to Probability and Statistics: Limit Theorems

View the complete course: http://ocw.uci.edu/courses/math_131a_introduction_to_probability_and_statistics.html

Instructor: Michael C. Cranston, Ph.D.

License: Creative Commons CC-BY-SA

Terms of Use: http://ocw.uci.edu/info

More courses at http://ocw.uci.edu

Description: UCI Math 131A is an introductory course covering basic principles of probability and statistical inference. Axiomatic definition of probability, random variables, probability distributions, expectation.

Recorded on July 8, 2013

Required attribution: Cranston, Michael C. Math 131A (UCI OpenCourseWare: University of California, Irvine), http://ocw.uci.edu/courses/math_131a_introduction_to_probability_and_statistics.html. [Access date]. License: Creative Commons Attribution-ShareAlike 3.0 United States License. (http://creativecommons.org/licenses/by-sa/3.0/deed.en_US)

Lec 07. Introduction to Probability and Statistics: Limit Theorems

View the complete course: http://ocw.uci.edu/courses/math_131a_introduction_to_probability_and_statistics.html

Instructor: Michael C. Cranston, Ph.D.

License: Creative Commons CC-BY-SA

Terms of Use: http://ocw.uci.edu/info

More courses at http://ocw.uci.edu

Description: UCI Math 131A is an introductory course covering basic principles of probability and statistical inference. Axiomatic definition of probability, random variables, probability distributions, expectation.

Recorded on July 8, 2013

Required attribution: Cranston, Michael C. Math 131A (UCI OpenCourseWare: University of California, Irvine), http://ocw.uci.edu/courses/math_131a_introduction_to_probability_and_statistics.html. [Access date]. License: Creative Commons Attribution-ShareAlike 3.0 United States License. (http://creativecommons.org/licenses/by-sa/3.0/deed.en_US)

**UCI Math 131A: Introduction to Probability and Statistics (Summer 2013)**

Lec 08. Introduction to Probability and Statistics: Distributions from normal Distribution

View the complete course: http://ocw.uci.edu/courses/math_131a_introduction_to_probability_and_statistics.html

Instructor: Michael C. Cranston, Ph.D.

License: Creative Commons CC-BY-SA

Terms of Use: http://ocw.uci.edu/info

More courses at http://ocw.uci.edu

Description: UCI Math 131A is an introductory course covering basic principles of probability and statistical inference. Axiomatic definition of probability, random variables, probability distributions, expectation.

Recorded on July 10, 2013

Required attribution: Cranston, Michael C. Math 131A (UCI OpenCourseWare: University of California, Irvine), http://ocw.uci.edu/courses/math_131a_introduction_to_probability_and_statistics.html. [Access date]. License: Creative Commons Attribution-ShareAlike 3.0 United States License. (http://creativecommons.org/licenses/by-sa/3.0/deed.en_US)

Lec 08. Introduction to Probability and Statistics: Distributions from normal Distribution

View the complete course: http://ocw.uci.edu/courses/math_131a_introduction_to_probability_and_statistics.html

Instructor: Michael C. Cranston, Ph.D.

License: Creative Commons CC-BY-SA

Terms of Use: http://ocw.uci.edu/info

More courses at http://ocw.uci.edu

Description: UCI Math 131A is an introductory course covering basic principles of probability and statistical inference. Axiomatic definition of probability, random variables, probability distributions, expectation.

Recorded on July 10, 2013

Required attribution: Cranston, Michael C. Math 131A (UCI OpenCourseWare: University of California, Irvine), http://ocw.uci.edu/courses/math_131a_introduction_to_probability_and_statistics.html. [Access date]. License: Creative Commons Attribution-ShareAlike 3.0 United States License. (http://creativecommons.org/licenses/by-sa/3.0/deed.en_US)

**UCI Math 131A: Introduction to Probability and Statistics (Summer 2013)**

Lec 09. Introduction to Probability and Statistics: Conditional Probability

View the complete course: http://ocw.uci.edu/courses/math_131a_introduction_to_probability_and_statistics.html

Instructor: Michael C. Cranston, Ph.D.

License: Creative Commons CC-BY-SA

Terms of Use: http://ocw.uci.edu/info

More courses at http://ocw.uci.edu

Description: UCI Math 131A is an introductory course covering basic principles of probability and statistical inference. Axiomatic definition of probability, random variables, probability distributions, expectation.

Recorded on July 12, 2013

Required attribution: Cranston, Michael C. Math 131A (UCI OpenCourseWare: University of California, Irvine), http://ocw.uci.edu/courses/math_131a_introduction_to_probability_and_statistics.html. [Access date]. License: Creative Commons Attribution-ShareAlike 3.0 United States License. (http://creativecommons.org/licenses/by-sa/3.0/deed.en_US)

Lec 09. Introduction to Probability and Statistics: Conditional Probability

View the complete course: http://ocw.uci.edu/courses/math_131a_introduction_to_probability_and_statistics.html

Instructor: Michael C. Cranston, Ph.D.

License: Creative Commons CC-BY-SA

Terms of Use: http://ocw.uci.edu/info

More courses at http://ocw.uci.edu

Description: UCI Math 131A is an introductory course covering basic principles of probability and statistical inference. Axiomatic definition of probability, random variables, probability distributions, expectation.

Recorded on July 12, 2013

Required attribution: Cranston, Michael C. Math 131A (UCI OpenCourseWare: University of California, Irvine), http://ocw.uci.edu/courses/math_131a_introduction_to_probability_and_statistics.html. [Access date]. License: Creative Commons Attribution-ShareAlike 3.0 United States License. (http://creativecommons.org/licenses/by-sa/3.0/deed.en_US)

**UCI Math 131A: Introduction to Probability and Statistics (Summer 2013)**

Lec 10. Introduction to Probability and Statistics: Survey Sampling

View the complete course: http://ocw.uci.edu/courses/math_131a_introduction_to_probability_and_statistics.html

Instructor: Michael C. Cranston, Ph.D.

License: Creative Commons CC-BY-SA

Terms of Use: http://ocw.uci.edu/info

More courses at http://ocw.uci.edu

Description: UCI Math 131A is an introductory course covering basic principles of probability and statistical inference. Axiomatic definition of probability, random variables, probability distributions, expectation.

Recorded on July 15, 2013

Required attribution: Cranston, Michael C. Math 131A (UCI OpenCourseWare: University of California, Irvine), http://ocw.uci.edu/courses/math_131a_introduction_to_probability_and_statistics.html. [Access date]. License: Creative Commons Attribution-ShareAlike 3.0 United States License. (http://creativecommons.org/licenses/by-sa/3.0/deed.en_US)

Lec 10. Introduction to Probability and Statistics: Survey Sampling

View the complete course: http://ocw.uci.edu/courses/math_131a_introduction_to_probability_and_statistics.html

Instructor: Michael C. Cranston, Ph.D.

License: Creative Commons CC-BY-SA

Terms of Use: http://ocw.uci.edu/info

More courses at http://ocw.uci.edu

Description: UCI Math 131A is an introductory course covering basic principles of probability and statistical inference. Axiomatic definition of probability, random variables, probability distributions, expectation.

Recorded on July 15, 2013

Required attribution: Cranston, Michael C. Math 131A (UCI OpenCourseWare: University of California, Irvine), http://ocw.uci.edu/courses/math_131a_introduction_to_probability_and_statistics.html. [Access date]. License: Creative Commons Attribution-ShareAlike 3.0 United States License. (http://creativecommons.org/licenses/by-sa/3.0/deed.en_US)

**UCI Math 131A: Introduction to Probability and Statistics (Summer 2013)**

Lec 11. Introduction to Probability and Statistics: Estimation of Parameters

View the complete course: http://ocw.uci.edu/courses/math_131a_introduction_to_probability_and_statistics.html

Instructor: Michael C. Cranston, Ph.D.

License: Creative Commons CC-BY-SA

Terms of Use: http://ocw.uci.edu/info

More courses at http://ocw.uci.edu

Description: UCI Math 131A is an introductory course covering basic principles of probability and statistical inference. Axiomatic definition of probability, random variables, probability distributions, expectation.

Recorded on July 17, 2013

Required attribution: Cranston, Michael C. Math 131A (UCI OpenCourseWare: University of California, Irvine), http://ocw.uci.edu/courses/math_131a_introduction_to_probability_and_statistics.html. [Access date]. License: Creative Commons Attribution-ShareAlike 3.0 United States License. (http://creativecommons.org/licenses/by-sa/3.0/deed.en_US)

Lec 11. Introduction to Probability and Statistics: Estimation of Parameters

View the complete course: http://ocw.uci.edu/courses/math_131a_introduction_to_probability_and_statistics.html

Instructor: Michael C. Cranston, Ph.D.

License: Creative Commons CC-BY-SA

Terms of Use: http://ocw.uci.edu/info

More courses at http://ocw.uci.edu

Description: UCI Math 131A is an introductory course covering basic principles of probability and statistical inference. Axiomatic definition of probability, random variables, probability distributions, expectation.

Recorded on July 17, 2013

Required attribution: Cranston, Michael C. Math 131A (UCI OpenCourseWare: University of California, Irvine), http://ocw.uci.edu/courses/math_131a_introduction_to_probability_and_statistics.html. [Access date]. License: Creative Commons Attribution-ShareAlike 3.0 United States License. (http://creativecommons.org/licenses/by-sa/3.0/deed.en_US)

**UCI Math 131A: Introduction to Probability and Statistics (Summer 2013)**

Lec 12. Introduction to Probability and Statistics: Fitting of Probability Distributions

View the complete course: http://ocw.uci.edu/courses/math_131a_introduction_to_probability_and_statistics.html

Instructor: Michael C. Cranston, Ph.D.

License: Creative Commons CC-BY-SA

Terms of Use: http://ocw.uci.edu/info

More courses at http://ocw.uci.edu

Description: UCI Math 131A is an introductory course covering basic principles of probability and statistical inference. Axiomatic definition of probability, random variables, probability distributions, expectation.

Recorded on July 19, 2013

Required attribution: Cranston, Michael C. Math 131A (UCI OpenCourseWare: University of California, Irvine), http://ocw.uci.edu/courses/math_131a_introduction_to_probability_and_statistics.html. [Access date]. License: Creative Commons Attribution-ShareAlike 3.0 United States License. (http://creativecommons.org/licenses/by-sa/3.0/deed.en_US)

Lec 12. Introduction to Probability and Statistics: Fitting of Probability Distributions

View the complete course: http://ocw.uci.edu/courses/math_131a_introduction_to_probability_and_statistics.html

Instructor: Michael C. Cranston, Ph.D.

License: Creative Commons CC-BY-SA

Terms of Use: http://ocw.uci.edu/info

More courses at http://ocw.uci.edu

Description: UCI Math 131A is an introductory course covering basic principles of probability and statistical inference. Axiomatic definition of probability, random variables, probability distributions, expectation.

Recorded on July 19, 2013

Required attribution: Cranston, Michael C. Math 131A (UCI OpenCourseWare: University of California, Irvine), http://ocw.uci.edu/courses/math_131a_introduction_to_probability_and_statistics.html. [Access date]. License: Creative Commons Attribution-ShareAlike 3.0 United States License. (http://creativecommons.org/licenses/by-sa/3.0/deed.en_US)

**UCI Math 131A: Introduction to Probability and Statistics (Summer 2013)**

Lec 13. Introduction to Probability and Statistics: Hypothesis Testing

View the complete course: http://ocw.uci.edu/courses/math_131a_introduction_to_probability_and_statistics.html

Instructor: Michael C. Cranston, Ph.D.

License: Creative Commons CC-BY-SA

Terms of Use: http://ocw.uci.edu/info

More courses at http://ocw.uci.edu

Description: UCI Math 131A is an introductory course covering basic principles of probability and statistical inference. Axiomatic definition of probability, random variables, probability distributions, expectation.

Recorded on July 22, 2013

Required attribution: Cranston, Michael C. Math 131A (UCI OpenCourseWare: University of California, Irvine), http://ocw.uci.edu/courses/math_131a_introduction_to_probability_and_statistics.html. [Access date]. License: Creative Commons Attribution-ShareAlike 3.0 United States License. (http://creativecommons.org/licenses/by-sa/3.0/deed.en_US)

Lec 13. Introduction to Probability and Statistics: Hypothesis Testing

View the complete course: http://ocw.uci.edu/courses/math_131a_introduction_to_probability_and_statistics.html

Instructor: Michael C. Cranston, Ph.D.

License: Creative Commons CC-BY-SA

Terms of Use: http://ocw.uci.edu/info

More courses at http://ocw.uci.edu

Description: UCI Math 131A is an introductory course covering basic principles of probability and statistical inference. Axiomatic definition of probability, random variables, probability distributions, expectation.

Recorded on July 22, 2013

Required attribution: Cranston, Michael C. Math 131A (UCI OpenCourseWare: University of California, Irvine), http://ocw.uci.edu/courses/math_131a_introduction_to_probability_and_statistics.html. [Access date]. License: Creative Commons Attribution-ShareAlike 3.0 United States License. (http://creativecommons.org/licenses/by-sa/3.0/deed.en_US)

**UCI Math 131A: Introduction to Probability and Statistics (Summer 2013)**

Lec 14. Introduction to Probability and Statistics: Random Sampling

View the complete course: http://ocw.uci.edu/courses/math_131a_introduction_to_probability_and_statistics.html

Instructor: Michael C. Cranston, Ph.D.

License: Creative Commons CC-BY-SA

Terms of Use: http://ocw.uci.edu/info

More courses at http://ocw.uci.edu

Description: UCI Math 131A is an introductory course covering basic principles of probability and statistical inference. Axiomatic definition of probability, random variables, probability distributions, expectation.

Recorded on July 25, 2013

Required attribution: Cranston, Michael C. Math 131A (UCI OpenCourseWare: University of California, Irvine), http://ocw.uci.edu/courses/math_131a_introduction_to_probability_and_statistics.html. [Access date]. License: Creative Commons Attribution-ShareAlike 3.0 United States License. (http://creativecommons.org/licenses/by-sa/3.0/deed.en_US)

Lec 14. Introduction to Probability and Statistics: Random Sampling

View the complete course: http://ocw.uci.edu/courses/math_131a_introduction_to_probability_and_statistics.html

Instructor: Michael C. Cranston, Ph.D.

License: Creative Commons CC-BY-SA

Terms of Use: http://ocw.uci.edu/info

More courses at http://ocw.uci.edu

Description: UCI Math 131A is an introductory course covering basic principles of probability and statistical inference. Axiomatic definition of probability, random variables, probability distributions, expectation.

Recorded on July 25, 2013

Required attribution: Cranston, Michael C. Math 131A (UCI OpenCourseWare: University of California, Irvine), http://ocw.uci.edu/courses/math_131a_introduction_to_probability_and_statistics.html. [Access date]. License: Creative Commons Attribution-ShareAlike 3.0 United States License. (http://creativecommons.org/licenses/by-sa/3.0/deed.en_US)

**UCI Math 131A: Introduction to Probability and Statistics (Summer 2013)**

Lec 15. Introduction to Probability and Statistics: Simple Random Sampling

View the complete course: http://ocw.uci.edu/courses/math_131a_introduction_to_probability_and_statistics.html

Instructor: Michael C. Cranston, Ph.D.

License: Creative Commons CC-BY-SA

Terms of Use: http://ocw.uci.edu/info

More courses at http://ocw.uci.edu

Description: UCI Math 131A is an introductory course covering basic principles of probability and statistical inference. Axiomatic definition of probability, random variables, probability distributions, expectation.

Recorded on July 26, 2013

Required attribution: Cranston, Michael C. Math 131A (UCI OpenCourseWare: University of California, Irvine), http://ocw.uci.edu/courses/math_131a_introduction_to_probability_and_statistics.html. [Access date]. License: Creative Commons Attribution-ShareAlike 3.0 United States License. (http://creativecommons.org/licenses/by-sa/3.0/deed.en_US)

Lec 15. Introduction to Probability and Statistics: Simple Random Sampling

View the complete course: http://ocw.uci.edu/courses/math_131a_introduction_to_probability_and_statistics.html

Instructor: Michael C. Cranston, Ph.D.

License: Creative Commons CC-BY-SA

Terms of Use: http://ocw.uci.edu/info

More courses at http://ocw.uci.edu

Description: UCI Math 131A is an introductory course covering basic principles of probability and statistical inference. Axiomatic definition of probability, random variables, probability distributions, expectation.

Recorded on July 26, 2013

Required attribution: Cranston, Michael C. Math 131A (UCI OpenCourseWare: University of California, Irvine), http://ocw.uci.edu/courses/math_131a_introduction_to_probability_and_statistics.html. [Access date]. License: Creative Commons Attribution-ShareAlike 3.0 United States License. (http://creativecommons.org/licenses/by-sa/3.0/deed.en_US)

**UCI Math 131A: Introduction to Probability and Statistics (Summer 2013)**

Lec 16. Introduction to Probability and Statistics: Lecture 16. Final Review

View the complete course: http://ocw.uci.edu/courses/math_131a_introduction_to_probability_and_statistics.html

Instructor: Michael C. Cranston, Ph.D.

License: Creative Commons CC-BY-SA

Terms of Use: http://ocw.uci.edu/info

More courses at http://ocw.uci.edu

Description: UCI Math 131A is an introductory course covering basic principles of probability and statistical inference. Axiomatic definition of probability, random variables, probability distributions, expectation.

Recorded on July 29, 2013

Required attribution: Cranston, Michael C. Math 131A (UCI OpenCourseWare: University of California, Irvine), http://ocw.uci.edu/courses/math_131a_introduction_to_probability_and_statistics.html. [Access date]. License: Creative Commons Attribution-ShareAlike 3.0 United States License. (http://creativecommons.org/licenses/by-sa/3.0/deed.en_US)

Lec 16. Introduction to Probability and Statistics: Lecture 16. Final Review

View the complete course: http://ocw.uci.edu/courses/math_131a_introduction_to_probability_and_statistics.html

Instructor: Michael C. Cranston, Ph.D.

License: Creative Commons CC-BY-SA

Terms of Use: http://ocw.uci.edu/info

More courses at http://ocw.uci.edu

Description: UCI Math 131A is an introductory course covering basic principles of probability and statistical inference. Axiomatic definition of probability, random variables, probability distributions, expectation.

Recorded on July 29, 2013

Required attribution: Cranston, Michael C. Math 131A (UCI OpenCourseWare: University of California, Irvine), http://ocw.uci.edu/courses/math_131a_introduction_to_probability_and_statistics.html. [Access date]. License: Creative Commons Attribution-ShareAlike 3.0 United States License. (http://creativecommons.org/licenses/by-sa/3.0/deed.en_US)