Math 3225, Honors Prob. and Stats, Fall 2010
For a copy of the course syllabus, click
here
Click here for some notes.
Click here for some additional lecture
notes (most of which I will not cover).
I have decided to add two office hours: Let's say Thursdays from 1:05-1:55,
and Wednesdays from 2:05 - 2:55 (after class).
For a copy of the notes on the Lovasz Local Lemma, click
here .
For a note on the ``Birthday problem'' about 23 people sharing a
birthday, see this note .
Homework 1 (to be turned in Friday, Sept. 24)
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Click here for the first HW.
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For a copy of lecture note 3, click here .
For a link to the Banach-Tarski Paradox from class, click
here .
For a note on the ``two slips of paper'' puzzle from class today,
click here .
Homework 2 (to be turned in with the exam Oct. 13).
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Click here for a copy of the
second homework.
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Click here for a
note on Bayesian Spam filtering from class today.
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Click here for some notes
on random variables and probability density functions.
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Click here for some notes
on Bernoulli and Binomial random variables.
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Click here for a
note on Poisson Processes.
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Click here for a note
on the Poisson distribution and Poisson random variables (continues
on from the previous note).
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Homework 3 (due Monday, Nov. 8).
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Click here for lecture notes
on the Erdos Multiplication Table Theorem, and Chebyshev's inequality
and Markov's inequality.
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Click here for a note on
some facts about the expectation operator.
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Click here for the new HW.
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Click here for notes on the
chi-squared distribution.
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Click here for some
notes on applications of the central limit theorem.
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Click here for the
``two portfolios'' example from class today.
Homework 4 (Wednesday, November 24 (turn in with midterm) ).
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Here are a few popular math articles related to statistics:
Click here for a general-audience essay about ``Zipf's Law''; click here for an article on how the IRS uses Benford's Law to catch tax cheats. Click here for a general-audience essay about prime numbers and energy levels; and click here for a related article which appeared in the American Scientist. Click here for an journal publication about ``binocular rivalry'', consciousness and quantum formalism (Note: The article is not asserting that the mind arises from `quantum processes' -- it is only asserting that the same math used to describe quantum phenomena can be used to model the binocular rivalry phenomenon.). Click here for an article on ``Random Matrix Theory: a law that explains everything''. Click here for an article on ``The Biham-Middleton-Levine Traffic Model'', and the strange statistical distributions that arise in traffic jams. Finally, click here for an article on ``universality''.
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Click here for a
note on confidence intervals for the mean and variance of a standard
normal (and pay attention to the bit of history!).
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Click here for a copy of the fourth HW.
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Click here for a note on
maximum likelihood estimates and least squares estimates.
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Click here for a note on the
correlation coefficient.
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Click here for some advice
for students planning on attending graduate school in mathematics.
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For a note on hypothesis testing, click here .
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*** Note: I left off the sample standard deviation from probelm
5 in the hw (I miscopied the problem from the book I took it from). I
have now added this to the hw4 above. ***
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Click here for a note on the Pagerank algorithm.
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Click here for a note on
Hidden Markov Models.
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Click here for the first
set on notes on Markov Chains.
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Click here for an example
of an old Final Exam.
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Click here for
some practice problems on Markov chains.
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Click here for a note on
Markov Chains notes part 2.
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As promised, here is the reference to the probability book for
the Brownian Motion material: Introduction to Probability Models, Eighth
Edition, by Sheldon Moss.
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Click here for a study
sheet for the final exam.