Gang Liang
2224 Bren Hall
949-824-9795 (o)
liang@uci.edu
Office hours: Mon 10-12pm or by appointment
TA: Thao Duong (ttduong@uci)
Office hours: Tue,Wes: 11-12pm
Lecture: MWF 8:00-8:50am @ DBH 1600
Discussion 1: Mon 9-9:50am @ ET 204
Discussion 2: Mon 12-12:59pm @ DBH 1300
Syllabus
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Do not torture the data enough. It may confess.
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| Week 01 |
sample space, axioms of probability, discrete uniform
law, additive/multiplicative rules
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| Week 02 |
counting, conditional distributions, independence,
Bayes's theorem
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| Week 03 |
random variables, expectation, mean, variance,
important discrete distributions
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| Week 04 |
continuous random variables, some important
continuouse distributions
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| Week 05 |
joint/conditional/marginal probability, independent,
covariance, conditianal expectation
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| Week 06 |
transformation of variables, a short review session,
midterm
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| Week 07 |
probability model, parameter estimation, model and
parameters, methods of moment
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| Week 08 |
maximum likelihood estimate, central limit theorem, law
of large number, confidence intervals
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| Week 09 |
central limit theorem and law of large number,
confidence interval
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| Week 10 |
simple linear regression model and esetimation, all
questions answered
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Homework 1, solution, Due April 11 (Fri)
Homework 2, solution, Due April 18 (Fri)
Homework 3, solution, Due April 25 (Fri)
Homework 4, solution, Due May 2 (Fri)
Midterm, May 9
Homework 5, solution, Due May 16 (Fri)
Homework 6, solution, Due May 23 (Fri)
Homework 7, solution, Due May 30 (Fri)
Homework 8, solution, Due Jun 6 (Fri)
Sample Midterm, solution
Sample Final, solution
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