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Simulation and Inference for Stochastic Differential Equations: With R Examples / Edition 1

Current price: $129.99
Simulation and Inference for Stochastic Differential Equations: With R Examples / Edition 1
Simulation and Inference for Stochastic Differential Equations: With R Examples / Edition 1

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Simulation and Inference for Stochastic Differential Equations: With R Examples / Edition 1

Current price: $129.99
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Shastic differential equations model shastic evolution as time evolves. These models have a variety of applications in many disciplines and emerge naturally in the study of many phenomena. Examples of these applications are physics (see, e. g. , [176] for a review), astronomy [202], mechanics [147], economics [26], mathematical—nance [115], geology [69], genetic analysis (see, e. g. , [110], [132], and [155]), ecology [111], cognitive psychology (see, e. g. , [102], and [221]), neurology [109], biology [194], biomedical sciences [20], epidemi- ogy [17], political analysis and social processes [55], and many other fields of science and engineering. Although shastic differential equations are quite popular models in the above-mentioned disciplines, there is a lot of mathem- ics behind them that is usually not trivial and for which details are not known to practitioners or experts of other fields. In order to make this book useful to a wider audience, we decided to keep the mathematical level of the book sufficiently low and often rely on heuristic arguments to stress the underlying ideas of the concepts introduced rather than insist on technical details. Ma- ematically oriented readers may find this approach inconvenient, but detailed references are always given in the text. As the title of the book mentions, the aim of the book is twofold.

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