Discrete probability models. Review of discrete and continuous probability. Conditional expectations. Simulation techniques for random variables. Discrete time stochastic processes: random walks and Markov chains with applications to Monte Carlo simulation and mathematical finance. Introduction to Poisson process.

Prerequisites: Mathematics 4A or 4AI or 5A, Mathematics 8 or PSTAT 8, and PSTAT 120A. A minimum letter grade of C or better must be earned in each course.

4

Units

Optional

Grading

1, 2

Passtime

None

Level Limit

Letters and science

College
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PALANIAPPAN V
V. PALANIAPPAN
3.0
23 reviews
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23
3.0
pstat160a . Palaniappan V 8 Days Ago

Had a good time at Professor Palaniappan's class. Prof has an accent but after 2 or 3 classes, you understand him clearly. To pass exams, definitely don't miss lectures - he drops some gems iykyk. Takes time to answer questions after.Very accessible at office hours. Lectures 15-26 slides, easily digestible and all exam material comes from lecture!

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pstat160a . Palaniappan V 10 Days Ago

VP is a great professor. His lecture notes are super clear and helpful, and he explains concepts well. He's very approachable and always open to questions. You can go to him not just for class help, but also to talk about your future plans. I learned a lot from his class this quarter. If you stay on top of things, the exams are pretty manageable.

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pstat160a . Palaniappan V A Month Ago

Palaniappan is extremely approachable during office hours, explains concepts clearly, and is always willing to help. He replies to emails quick and genuinely wants students to succeed. The exams were decent if you kept up with the material, and the final curve was very generous. I will definitely take his other courses!

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pstat160a . Palaniappan V 2 Months Ago

Going to class is not helpful at all since the lecture slides are not posted before hand. However, the tests /quizzes are not bad if you teach yourself the lecture slides. There are some proofs but they are on the lecture slides and he will usually give an overview of what is going to be covered on the test.

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pstat160a . Palaniappan V 3 Months Ago

the worst professor ive had here

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pstat160a . Palaniappan V 9 Months Ago

The professor is a fair grader, and the tests aren't too difficult because he prepares you relatively well the day before the test, however, the way that he teaches the content makes it seem much more complicated than it should be. Reviewing old tests makes it way easier to understand how to complete the problems rather than looking at the slides.

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