R programming and its applications in financial mathematics /
Shuichi Ohsaki, Chief Japan Rates Strategist American Investment Bank, Tokyo, Japan, Jori Ruppert-Felsot, Equity Derivatives Trader, Tokyo, Japan, Daisuke Yoshikawa, Hokkai-Gakuen University, Sapporo, Hokkaido, Japan.
- First Edition.
- ix, 248 pages ; 24 cm
Includes bibliographical references and index.
Introduction to R programming -- Statistics in finance -- Statistical analysis with R -- Time series analysis with R -- Basic theory of finance -- Modern portfolio theory and CAPM -- Interest rate swap and discount factor -- Discrete time model: tree model -- Continuous time model and the black-scholes formula -- Numerical methods in finance -- Monte Carlo simulation -- Derivative pricing with partial differential equations -- Appendix -- A Optimization with R -- B Noise reduction via Kalman filter -- C The other references on R -- References -- Index.
9781498766098 (hardback : alk. paper)
2017048077
Finance--Mathematical models. Finance--Mathematical models--Data processing. R (Computer programming language)