What is the best book for learning probability theory as a beginner?

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Discussion Overview

The discussion revolves around recommendations for beginner-friendly books on probability theory, covering a range of topics including probability, random variables, distributions, and statistical methods. Participants share their personal experiences with various texts and their applicability to learning the subject.

Discussion Character

  • Exploratory, Homework-related

Main Points Raised

  • One participant lists a comprehensive set of topics they need to study in probability theory, indicating a beginner's perspective.
  • Another participant recommends "Intro to Math Stat" by Hogg, McKean, and Craig as a suitable resource.
  • A different suggestion is made for "Probability for Risk Management," noting that it covers all the listed topics and emphasizes application-based learning, which the participant found beneficial.

Areas of Agreement / Disagreement

There is no consensus on a single best book, as participants offer different recommendations based on their individual learning preferences and experiences.

Contextual Notes

Participants express varying preferences for traditional versus application-based approaches to learning probability, which may influence their book recommendations.

Who May Find This Useful

Beginners seeking to learn probability theory, particularly those interested in statistical applications and foundational concepts.

vandanak
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i have to study following topics in probability theorem and iam totally a beginner so please suggest me a book
Probability, conditional probability, random variables, Expected Value, Specific discrete and continuous distributions, e.g. binomial, Poisson, geometric, Pascal, hypergeometric, Uniform, exponential and normal, Poisson process, Multidimensional random variables, Multinomial and bivariate normal distributions, Moment generating function, Law of large numbers and central limit theorem, Sampling distributions, Point and interval estimation, Testing of hypothesis, Goodness of fit and contingency tables. Linear regression.
 
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Hogg McKean and Craig Intro to Math Stat
 
thanks for help rochfor 1
 
might be round about, but
probability for risk management, edition 1 or 2

has just about ALL those topics listed and i learned very well from it, I prefer to learn from application so this was great for me (still provides same foundation as traditional stats/prob book)...this book is used to study/learn for exam 1p for actuarial exam set.

check it out a your library if possible,
 

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