What Are Good Resources for Understanding Basic Probability Distributions?

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SUMMARY

This discussion focuses on resources for understanding basic probability distributions, specifically Gaussian, Poisson, and discrete distributions. Key recommendations include Khan Academy for interactive learning and video tutorials, the book "Probability and Statistics for Engineers and Scientists" by Sheldon M. Ross for foundational concepts, and online courses available on platforms like Coursera and edX for a comprehensive study. These resources are essential for grasping the concepts of distributions and error propagation.

PREREQUISITES
  • Basic understanding of probability theory
  • Familiarity with Gaussian and Poisson distributions
  • Knowledge of discrete distributions
  • Concept of error propagation in statistics
NEXT STEPS
  • Explore Khan Academy's probability and statistics section
  • Read "Probability and Statistics for Engineers and Scientists" by Sheldon M. Ross
  • Enroll in a probability course on Coursera or edX
  • Research error propagation techniques in statistical analysis
USEFUL FOR

This discussion is beneficial for students, educators, and professionals seeking to enhance their understanding of probability distributions and statistical analysis techniques.

fasterthanjoao
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Basically, I'm having some difficulty grasping some of the concepts in probability.

..At first I was writing details of what my lecturer has given me, but really I can't make much sense of it and it'd be foolish to type it all out here.

The jist of work is really just as follows; we've been doing basic work on different kinds of distributions: gaussian, poisson and discrete distributions (how the distributions arise and what they're good for etc) and the notes I'm following are pretty bad, I've got a basic physics textbook but its not really much help in this area since its really just maths and really what I'm asking is does anyone know where I can get some good notes on basic info about distributions and errors (uncorrelated error propagations etc..)?

I've tried googling and I'm finding random stuff that's useful, but yeah.

c'mon..

thanks.
 
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One of the best places to look for help with probability and distributions is Khan Academy. They have a series of videos and interactive exercises on probability, distributions, and errors. Additionally, they have a forum where you can ask questions and get help from other students and experts. Another great resource is the book Probability and Statistics for Engineers and Scientists by Sheldon M. Ross. This book provides an introduction to the concepts and tools for understanding probability and statistics, and it includes numerous examples and exercises. Finally, there are a number of online courses available through MOOCs (Massive Open Online Courses) that can provide a more in-depth look at probability and distributions. Coursera and edX are two of the most popular platforms for these courses.
 

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