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stat-320's Introduction

Stat 320 Winter 2024

Stat 320 Course Materials

Office Hours

Project title Time Location
Young Ko (TA) Mondays 11am-12pm Zoom: https://northwestern.zoom.us/j/93874161599
Professor Stadie Tuesdays 4:30-5:30pm Zoom: https://northwestern.zoom.us/j/3799597115

Course Lectures

Lecture notes can be found on the course Canvas website.

Lecture Date Lecture Readings
Week 1, Thursday January 4 Set Theory, Union Intersection Complement Mathematical Statistics and Data Science, Rice 1.1, 1.2
Week 2, Tuesday January 9 Probability Measures, The Multiplication Principle, Permutations and Combinations Rice 1.3, 1.4
Week 2. Thursday January 11 Permutations and Combinations cont., The Birthday Problem, Multinomial Selection Rice 1.4
Week 3, Tuesday January 16 Conditional Probability, Bayes Rule, Independence Rice 1.5 and 1.6
Week 3, Thursday January 18 Random Variables, PMF, CBF, Binomial Distribution Rice 2.1
Week 4, Tuesday January 23 Binomial Distribution cont., Geometric Distribution, Negative Binomial Distribution, Poisson Distribution Rice 2.1
Week 4, Thursday January 25 Continuous Random Variables, Exponential Distribution, Gamma Distribution Rice 2.2.1, 2.2.2
Week 5, Tuesday January 30 Normal Distribution Rice 2.2.3
Week 5, Thursday February 1 In-Class Midterm Exam
Week 6, Tuesday February 6 Functions of a Random Variable, Generating Random Numbers, Inverse CDF Rice 2.3
Week 6, Thursday February 8 Functions of Random Variables cont., Joint Distributions, Multinomial Distribution Rice 3.1, 3.2, and 3.5.1
Week 7, Tuesday February 13 Independence, Continuous Joint Distributions, The General Method of Transformations, Convolution Rice 3.3 (first two pages and example F), 3.4 (first page), 3.5.2, 3.6
Week 7, Thursday February 15 Expected Values, The Law of Unconscious Statistician, Markov's Inequality Rice 4.1
Week 8, Tuesday February 20 Variance, Covariance, Correlation, Chebyshev's Inequality Rice 4.2
Week 8, Thursday February 22 Law of Iterated Expectations
Week 9, Tuesday February 27 Moment Generating Functions
Week 9, Thursday February 29 Law of Large Numbers
Week 10, Tuesday March 5th Central Limit Theorem
Week 11, Tuesday March 12th In-class Final Exam 12-2PM

Homeworks and Exam Dates

Assignment Date released Due date
HW 1 Jan 9 Jan 16 11:59pm
HW 2 Jan 16 Jan 23 11:59pm
HW 3 Jan 23 Jan 30 11:59pm
HW 4 Feb 6 Feb 13 11:59pm
HW 5 Feb 13 Feb 20 11:59pm
HW 6 Feb 20 Feb 27 11:59pm
HW 7 Feb 27 Mar 5th 11:59pm
Exam Date Location
Midterm Feb 1 555 Clark B03
Final March 12 12-2PM TBD

stat-320's People

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