Recommend a good statistics/probability book

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SUMMARY

The forum discussion centers on the search for a statistics and probability book that emphasizes intuition, particularly for advanced topics such as 2-D random variables and queuing theory. The user expresses a desire to solidify their understanding of these concepts, having previously studied information theory. Recommendations highlight the importance of clear explanations and a gradual teaching approach, as exemplified by the book by Pollard and Tennebaum, which is noted for its thoroughness in teaching differential equations.

PREREQUISITES
  • Basic understanding of probability theory
  • Familiarity with statistics concepts
  • Knowledge of information theory
  • Interest in advanced mathematical topics
NEXT STEPS
  • Research "Probability and Statistics" by Morris H. DeGroot and Mark J. Schervish
  • Explore "Introduction to Probability" by Dimitri P. Bertsekas and John N. Tsitsiklis
  • Investigate "Statistical Inference" by George Casella and Roger L. Berger
  • Learn about "Queuing Theory" applications in operations research
USEFUL FOR

Students, educators, and professionals seeking to deepen their understanding of probability and statistics, particularly those who prefer intuitive learning methods and wish to explore advanced topics.

hamorabi
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Hello,
I have always been fascinated by probability and statistics for a reason I do not know. However, when I was in college I did information theory where probability theory is extensive. That was some 3 years back. For some reason I seem to have forgotten most of it mainly because of the lack of intuition behind the theories.
I'm looking to acquire a strong foundation for probability/statistics by intuition to finally entrench this subject in my head. The book should also include advanced topics like 2-D random variables, queuing theory etc.
Please suggest a good book with a proclivity to intuition.
Thanks
 
Physics news on Phys.org
"Intuitive" is a subjective matter. What math books have you seen that you consider intuitive?
 
Stephen Tashi said:
"Intuitive" is a subjective matter. What math books have you seen that you consider intuitive?

Well, the time I was studying DE, I had a book by Pollard and Tennebaum and it was a beauty because the authors were deliberately taking their time to explain. As you might know, you can teach someone DE in a day or a month and the authors chose the month plan.
 

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