To access the document version of the notes please go to the "Notes Corner" or my personal site directly.
The document can be viewed as the completion of a previous entry NSS combinatorics.
Introduction
The document aims to provide a really basic introduction to probability. Elementary calculus(differentiation, integration, FToC) is assumed. They will be used in continuous random variables. Note that the text is not of a very pure taste. Computational aspects are covered in the text because it is a vital part of modern theory as well. Sometimes R codes and pseudo codes are included here, and it is perfectly fine to skip them.
Content
Ch.1 Set and probability space
Ch.2 Combinatorics
Ch.3 Random variable
--- RVs, transformations, conditionals, EVs
Ch.4 Randomness generation
Ch.5 Sum of random variables
--- Convolution, law of large number, CLT
Enjoy!
Tuesday, 5 August 2014
Subscribe to:
Posts (Atom)
