Statistics and Finance : David Ruppert :Skip to main content Skip to table of contents. Advertisement Hide. Statistics and Finance An Introduction. Front Matter Pages i-xxi. Pages Probability and Statistical Models. Time Series Models.
Statistics and Finance
It seems that you're in Germany. We have a dedicated site for Germany. This textbook emphasizes the applications of statistics and probability to finance. Students are assumed to have had a prior course in statistics, but no background in finance or economics. The basics of probability and statistics are reviewed and more advanced topics in statistics, such as regression, ARMA and GARCH models, the bootstrap, and nonparametric regression using splines, are introduced as needed. The book covers the classical methods of finance such as portfolio theory, CAPM, and the Black-Scholes formula, and it introduces the somewhat newer area of behavioral finance.
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