Timeless Texts: Top Probability Books for Undergrad and Grad Students

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SUMMARY

The discussion focuses on recommended classic probability textbooks suitable for undergraduate and graduate students, particularly those with a calculus-based background. Key suggestions include "A First Course in Probability" by Sheldon M. Ross, which covers essential topics such as laws of large numbers and the central limit theorem. Additionally, "Mood, Graybill & Boes" is mentioned as a potential resource. The participants emphasize the need for mathematically rigorous texts that align with the prerequisites of Calculus 3 and foundational probability concepts.

PREREQUISITES
  • Understanding of Calculus 3 (multivariable/vector calculus)
  • Familiarity with basic probability concepts
  • Knowledge of discrete and continuous random variables
  • Experience with moment generating functions
NEXT STEPS
  • Research "A First Course in Probability" by Sheldon M. Ross for foundational concepts
  • Explore "Introduction to Probability" by Dimitri P. Bertsekas and John N. Tsitsiklis for advanced topics
  • Investigate "Probability and Statistics" by Mood, Graybill & Boes for comprehensive coverage
  • Study the Central Limit Theorem and its applications in various statistical contexts
USEFUL FOR

Undergraduate and graduate students in mathematics or statistics, educators seeking textbook recommendations, and anyone looking to deepen their understanding of probability theory.

mattmns
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Hi, what are some of the classic undergrad/grad books on probability?

I am currently taking a 2nd/3rd year undergrad class on probability (calculus-based), and the next probability class I am taking is an upper-level-undergrad / low-level-grad class, so I am looking for a book at that level. The only prereq for the class is calc 3, but as I have said I have taken some calc-based probability, so a book that is mathematically involved would be fine, and actually desired.

Here is the description of the class I will be taking: Mathematical models for random experiments, random variables, expectation. The common discrete and continuous distributions with application. Joint distributions, conditional probability and expectation, independence. Laws of large numbers and the central limit theorem. Moment generating functions. Prereq: Calculus 3 (mutlivariable/vector)

And here is the description of the prob/stats class I am currently taking: Basic probability, discrete random variables, continuous random variables, independence, joint distributions, expected values, variances and covariances, moment generating functions, confidence intervals and tests for one and two sample problems. Topics from: Markov chains, queues, sums of random variables, systems models, reliability. Prereq: Calculus 2

I am not asking for a book that is perfectly catored to my needs, although if you have some thoughs that would be great, I am just looking for what are considered to be some of the classic undergrad/grad books on probability

Thanks!
 
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Mood, Graybill & Boes.
 
dunno if it's a classic, but I am using the book 'A first course in probability' by Sheldon M. Ross. The book ends with the laws of large nunebrs and the central limit thms.
 

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