Can You Self-Learn Bayesian Statistics and R Programming?

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  • Thread starter Thread starter VonWeber
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SUMMARY

Self-learning Bayesian Statistics and R programming is entirely feasible with the right resources. Recommended materials include the book "Data Analysis and Graphics Using R" by John Maindonald and John Braun, published by Cambridge University Press, although it may be slightly outdated. For Bayesian inference, high-quality study notes in PDF format are available, which can serve as an excellent supplementary resource. Engaging with these materials will provide a solid foundation in both Bayesian statistics and R programming.

PREREQUISITES
  • Basic understanding of statistical concepts
  • Familiarity with R programming environment
  • Access to "Data Analysis and Graphics Using R" by John Maindonald and John Braun
  • Availability of PDF study notes on Bayesian inference
NEXT STEPS
  • Explore online tutorials for R programming, such as those on DataCamp or Coursera
  • Study Bayesian Statistics through recommended online resources like "Bayesian Data Analysis" by Gelman et al.
  • Practice R programming with projects focusing on Bayesian methods
  • Join online forums or study groups dedicated to Bayesian statistics and R programming
USEFUL FOR

Students, self-learners, and professionals interested in mastering Bayesian statistics and R programming, particularly those without formal coursework available.

VonWeber
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There isn't a course at my university for Bayesian stats, but I was wondering if it would be possible to teach myself. Does anyone know of any good intro texts or online resources for leaning Bayesian Statistics? Also I want to learn to use R some over the break. Does anyone know of any good tutorials or learning resources for R?

Thanks
 
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I have the book Data Analysis and Graphics Using R by John Maindonald and John Braun, and it's pretty good, although it might be a tad outdated now, I'm not sure. It's published by the Cambridge University Press.

As far as Bayesian inference, I'm not sure about books, however for one of my theory classes there were top-notch book-format study notes that I have in pdf format and can email to you. They're quite good.
 
It is good to learn Bayesian Stat, but do not believe it is the truth.
 

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