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Stochastic processes and calculusan ...

Hassler, Uwe.

Stochastic processes and calculusan elementary introduction with applications /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Stochastic processes and calculusby Uwe Hassler.
其他題名:	an elementary introduction with applications /
作者:	Hassler, Uwe.
出版者:	Cham :Springer International Publishing :2016.
面頁冊數:	xviii, 391 p. :ill., digital ;24 cm.
Contained By:	Springer eBooks
標題:	Game theory.
電子資源:	http://dx.doi.org/10.1007/978-3-319-23428-1
ISBN:	9783319234281$q(electronic bk.)

Stochastic processes and calculusan elementary introduction with applications /
Hassler, Uwe.

Stochastic processes and calculusan elementary introduction with applications /[electronic resource] :by Uwe Hassler. - Cham :Springer International Publishing :2016. - xviii, 391 p. :ill., digital ;24 cm. - Springer texts in business and economics,2192-4333. - Springer texts in business and economics..

Introduction -- Part I Time Series Modeling -- Basic Concepts from Probability Theory -- Autoregressive Moving Average Processes (ARMA) -- Spectra of Stationary Processes -- Long Memory and Fractional Integration -- Processes with Autoregressive Conditional Heteroskedasticity (ARCH) -- Part II Stochastic Integrals -- Wiener Processes (WP) -- Riemann Integrals -- Stieltjes Integrals -- Ito Integrals -- Ito's Lemma -- Part III Applications -- Stochastic Differential Equations (SDE) -- Interest Rate Models -- Asymptotics of Integrated Processes -- Trends, Integration Tests and Nonsense Regressions -- Cointegration Analysis.

This textbook gives a comprehensive introduction to stochastic processes and calculus in the fields of finance and economics, more specifically mathematical finance and time series econometrics. Over the past decades stochastic calculus and processes have gained great importance, because they play a decisive role in the modeling of financial markets and as a basis for modern time series econometrics. Mathematical theory is applied to solve stochastic differential equations and to derive limiting results for statistical inference on nonstationary processes. This introduction is elementary and rigorous at the same time. On the one hand it gives a basic and illustrative presentation of the relevant topics without using many technical derivations. On the other hand many of the procedures are presented at a technically advanced level: for a thorough understanding, they are to be proven. In order to meet both requirements jointly, the present book is equipped with a lot of challenging problems at the end of each chapter as well as with the corresponding detailed solutions. Thus the virtual text - augmented with more than 60 basic examples and 40 illustrative figures - is rather easy to read while a part of the technical arguments is transferred to the exercise problems and their solutions.

ISBN: 9783319234281$q(electronic bk.)

Standard No.: 10.1007/978-3-319-23428-1doiSubjects--Topical Terms:

182956
Game theory.

LC Class. No.: HB135

Dewey Class. No.: 330.1

Stochastic processes and calculusan elementary introduction with applications /
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520 $a This textbook gives a comprehensive introduction to stochastic processes and calculus in the fields of finance and economics, more specifically mathematical finance and time series econometrics. Over the past decades stochastic calculus and processes have gained great importance, because they play a decisive role in the modeling of financial markets and as a basis for modern time series econometrics. Mathematical theory is applied to solve stochastic differential equations and to derive limiting results for statistical inference on nonstationary processes. This introduction is elementary and rigorous at the same time. On the one hand it gives a basic and illustrative presentation of the relevant topics without using many technical derivations. On the other hand many of the procedures are presented at a technically advanced level: for a thorough understanding, they are to be proven. In order to meet both requirements jointly, the present book is equipped with a lot of challenging problems at the end of each chapter as well as with the corresponding detailed solutions. Thus the virtual text - augmented with more than 60 basic examples and 40 illustrative figures - is rather easy to read while a part of the technical arguments is transferred to the exercise problems and their solutions.
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