Need a Good Textbook on Probability.

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Discussion Overview

The discussion revolves around finding a suitable textbook on probability that balances rigor with accessibility for beginners. Participants share their experiences and recommendations for books that cater to different levels of mathematical background and specific needs in learning probability.

Discussion Character

  • Exploratory
  • Technical explanation
  • Debate/contested

Main Points Raised

  • One participant expresses difficulty in finding a probability textbook that is both rigorous and suitable for beginners, noting that advanced texts are too complex while simpler ones are inadequate.
  • Another participant asks for clarification on the level of mathematics involved, suggesting that the choice of textbook may depend on whether calculus, measure theory, or combinatorics is included.
  • A free resource for beginners is recommended, along with links to additional free books, indicating a preference for accessible materials.
  • One participant mentions "A First Course in Probability" by Sheldon M. Ross as a good option, particularly for those looking for used copies of earlier editions to save costs.
  • Feller's "Introduction to Probability Theory and Its Applications" is suggested as a standard introductory text, though it is noted that it may be challenging and requires a commitment to study.
  • Concerns are raised about the prerequisites for Feller's text, with clarification that the first volume does not involve measure theory, making it more accessible initially.

Areas of Agreement / Disagreement

Participants present multiple competing views on the best approach to learning probability, with no consensus on a single recommended textbook. Different preferences for rigor, accessibility, and mathematical background are evident.

Contextual Notes

Participants express varying levels of mathematical sophistication and familiarity with probability, which influences their recommendations. Some books may be more suitable for those with specific mathematical backgrounds, while others are aimed at complete beginners.

Who May Find This Useful

This discussion may be useful for students or self-learners seeking introductory resources in probability, particularly those who are unsure of their mathematical background or looking for accessible materials.

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Need a Good Textbook on Probability. Please Help!

Hello!
I would be very grateful if someone could help me.
I am at pains trying to find a book on probability which would be both rigorous and would begin from the very basics. It appears that mathematically acceptable books do not apply because they are written for "advanced students in probability", and this is not my case. The simple books do not apply because they confuse a sample and its member, and all of the sort.
What did you personally read? What did help you?
 
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At what level? Using calculus? Measure theory? As a first exposure to measure theory? With a lot of combinatorics? With probability models?

Here is one cheap book that makes for fine leisure reading

Applied Probability Models with Optimization Applications (Dover Books on Mathematics) by Sheldon M. Ross
 
A free book for beginners that is well written can be found here:

http://www.dartmouth.edu/~chance/teaching_aids/books_articles/probability_book/book.html

Perhaps it will fit the bill. That and other free books can be found at:

http://www.e-booksdirectory.com/listing.php?category=412

I also like "a first course in probability" by ross. I learned from the third edition, which is fine, so used copies of old editions are the inexpensive way to go.

best of luck,

jason
 


The standard intro probability tome:
Feller: Introduction to probability theory and its applications.

It is "basic" in the sense that it starts from the beginning. But it is quite difficult I hear. So, if you are great at math, have some sophistication and want to finally tackle probability, this would be a good one (if you are committed). Unfortunately, I myself have never been committed :(

Also, I dont' think it uses any measure theory until Vol. 2. So Vol. 1 does not have high prerequisites per se.
 

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