Monte Carlo Integration Books for Senior Undergrads

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Discussion Overview

The discussion centers around recommendations for books on Monte Carlo Integration suitable for senior undergraduate students, particularly in the context of numerical analysis courses. Participants seek resources that are accessible and appropriate for their level of study.

Discussion Character

  • Homework-related
  • Technical explanation

Main Points Raised

  • One participant expresses a need for a book on Monte Carlo Integration that is suitable for a senior undergraduate level, mentioning their current coursework in numerical analysis.
  • Another participant clarifies the purpose of the forum, indicating that it is appropriate for book recommendations.
  • A suggestion is made for the book "Numerical Mathematics and Computing" by Cheney & Kincaid, which includes a basic introduction to Monte Carlo methods.
  • Two participants recommend "Statistical Mechanics: Algorithms and Computations" by W. Krauth and "An Introduction to Computer Simulation Methods: Applications to Physical Systems" by Gould/Tobochnik as potential resources.
  • One participant notes their enrollment in a course that uses the first recommended book, indicating personal interest in the material.

Areas of Agreement / Disagreement

Participants generally agree on the need for accessible resources for learning Monte Carlo Integration, but there are multiple recommendations provided without a consensus on a single best source.

Contextual Notes

Some recommendations may depend on the specific background knowledge of the participants, and the appropriateness of the suggested books may vary based on individual learning preferences.

Who May Find This Useful

Senior undergraduate students in numerical analysis or related fields seeking to learn about Monte Carlo Integration methods.

Hercuflea
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First let me say I apologize for posting in the wrong subforum. But for some reason I am not allowed to post in Math and Science Learning materials, maybe a glitch? Please move this thread there if possible.

I am looking for a good book that will teach me Monte Carlo Integration at a senior undergraduate level. I am in a second course in numerical analysis, and I would like to learn Monte Carlo Integration for one of my projects. Does anyone know of a good source that will teach me this method at an undergraduate level? All of the books I have seen it in are graduate textbooks and a little over my head.
 
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Hercuflea said:
First let me say I apologize for posting in the wrong subforum. But for some reason I am not allowed to post in Math and Science Learning materials, maybe a glitch? Please move this thread there if possible.

The Learning Materials forums are for actual online materials written for PF, or for links to such materials on other sites; not for requests for them, or discussion about them.

This is the appropriate forum to ask about books.
 
The book Numerical Mathematics and Computing by Cheney & Kincaid contains a basic introduction to Monte Carlo methods.
 
Statistical Mechanics: Algorithms and Computations by W. Krauth

or
An Introduction to Computer Simulation Methods: Applications to Physical Systems by Gould /Tobochnik
 
jesse73 said:
Statistical Mechanics: Algorithms and Computations by W. Krauth

or
An Introduction to Computer Simulation Methods: Applications to Physical Systems by Gould /Tobochnik

Interesting, I just signed up for a course on coursera that uses that first book. We'll see how it goes.
 

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