Introduction to Probability
Joseph K. Blitzstein
Assuming one semester of calculus, this textbook introduces probability to undergraduate students who want to learn statistics. It clearly explains the importance of widely used distributions in statistics, such as normal, binomial, and Poisson, and explores how they are all connected. The book makes the distributions easier to remember, understand, and work with by illustrating natural applications where they arise, including applications of MCMC. R is used to perform statistical calculations.
Կատեգորիաներ:
Տարի:
2014
Հրատարակում:
1
Հրատարակչություն:
Chapman and Hall/CRC
Լեզու:
english
Էջեր:
596
Սերիաներ:
Chapman & Hall/CRC Texts in Statistical Science
Ֆայլ:
PDF, 11.26 MB
IPFS:
,
english, 2014