Gang Liang
346G Computer Science
949-824-9795 (o)
liang@uci.edu
OH: Thu 2-3pm, Fri 10-11am, or by appointment
TA: Adam Roy (ajroy@uci.edu)
OH: Wed 12-1pm, Thu 4-5pm
MWF 9-9:50am @ SH 174
Discussion
Session #1: Wed 11-11:50am @ HICF 100M
Session #2: Wed 1-1:50pm @ CS 180
Syllabus and Administria are
here.
Do not put your faith in what statistics say until you
have carefully considered what they do not say.
- William W. Watt
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| Week 1 |
120A Review
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| Week 2 |
SRS, Mean Estimation, MSE
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| Week 3 |
Variance Estimation, Confidence Interval
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| Week 4 |
Point Estimation, MOM
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| Week 5 |
MLE, Asymptotic theory
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| Week 6 |
Midterm, Cramer-Rao Inequality, Sufficient Statistics
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| Week 7 |
Moment Generating Function,
Some Useful Distributions
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| Week 8 |
Hypothesis Testing, Newman-Pearson Lemma
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| Week 9 |
Generalized Likelihood Ratio Testing
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| Week 10 |
Goodness-of-Fit, All questions answered.
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Homework 1, solution, (Due Jan 27)
Homework 2, solution, (Due Feb 2)
Homework 3, solution, (Due Feb 10)
Homework 4, solution, (Due Feb 17)
Homework 5, solution, (Due Feb 24)
Homework 6, solution, (Due Mar 3)
Homework 7, solution, (Due Mar 10)
Homework 8, solution, (Due Mar 18)
Sample Midterm, solution
Sample Final, solution
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