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.
Kategorije:
Godina:
2014
Izdanje:
1
Izdavač:
Chapman and Hall/CRC
Jezik:
english
Strane:
596
Serije:
Chapman & Hall/CRC Texts in Statistical Science
Fajl:
PDF, 11.26 MB
IPFS:
,
english, 2014