Probability Learning Material - Any

In summary, the Probability Learning Material provides a comprehensive overview of the basic principles and concepts of probability, including probability models, conditional probability, and Bayes' theorem. It also covers various methods for calculating probabilities such as permutation and combination, as well as expected value and variance. The material also includes practical applications of probability in fields such as finance, medicine, and engineering. Overall, this learning material is a valuable resource for understanding and applying probability in various contexts.
  • #1
rinatoc
2
0
Hi Guys,
Does anyone know any good sources to learn the more advanced probability topics such as multivariate distributions and joint distributions etc..

For example, on youtube, there is a large collection of "Probability on Excel" videos by a user called "Excelisfun". The fact that all the probability was shown via Excel was really helpful. It's just a simple introduction though, so I was looking for something in more depth.

Anyone know any other sources? (other than Bionic Turtle)

I am looking to learn about multivariates, joint distributions etc.

Regards,
R.
 
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  • #2
Those would mainly be in statistics books rather than probability but a nice book that covers those (I think) is Probability and Random Processes by Grimmett.

I don't know about online material about that but http://www.probability.net/ is a website for learning probability which probably isn't what you are looking for but it's a nice resource.
 

What is probability learning material?

Probability learning material is any material, such as textbooks, worksheets, or online resources, that is designed to teach individuals about the concepts and principles of probability. It typically includes information about basic probability rules, calculations, and applications in real-world scenarios.

Why is probability important to learn?

Probability is important to learn because it is a fundamental concept in many fields, including mathematics, statistics, and science. It helps individuals understand and make predictions about uncertain events, which is essential in decision-making and problem-solving. Probability is also widely used in everyday life, such as in risk assessment, weather forecasting, and games of chance.

What are some common topics covered in probability learning material?

Some common topics covered in probability learning material include basic probability rules, such as the addition and multiplication rules, conditional probability, and probability distributions. Other topics may include permutations and combinations, expected value, and the law of large numbers.

Are there any prerequisites for learning probability?

While there are no strict prerequisites for learning probability, having a basic understanding of algebra and some knowledge of statistics can be helpful. It is also beneficial to have critical thinking skills and a willingness to work with abstract concepts and mathematical notation.

How can probability learning material be applied in real life?

Probability learning material can be applied in various real-life scenarios, such as in predicting the likelihood of an event occurring, making decisions based on uncertain outcomes, and understanding risk and uncertainty in different situations. It can also be used in fields such as finance, insurance, and healthcare to analyze data and make informed decisions.

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