arXiv (Cornell University) · 2019 · 22 citations · 35 references
EngineeringMathematicsProbability TheoryStochastic ModelingStochastic ProcessesBrownian MotionContinuous-time Stochastic ProcessesErgodic TheoryJump ProcessesMarkov ProcessesStochastic Differential EquationsCanonical State-space FormErgodicityErgodicity ConditionsFirst-order Moment TheoryLong-time BehaviorPathwise UniquenessPoisson Random MeasuresRandom Measures
This work is devoted to the study of conservative affine processes on the canonical state space $D = $R_+^m \times \R^n$, where $m + n > 0$. We show that each affine process can be obtained as the pathwise unique strong solution to a stochastic equation driven by Brownian motions and Poisson random measures. Then we study the long-time behavior of affine processes, i.e., we show that under first moment condition on the state-dependent and log-moment conditions on the state-independent jump measures, respectively, each subcritical affine process is exponentially ergodic in a suitably chosen Wasserstein distance. Moments of affine processes are studied as well.
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A Theory of the Term Structure of Interest Rates
John C. Cox, Jonathan E. Ingersoll, Stephen A. Ross · Econometrica · 1985 · 8.6K citations
Affine processes and applications in finance
Darrell Duffie, Damir Filipović, Walter Schachermayer · The Annals of Applied Probability · 2003 · 1.1K citations · Full text
Engineering, Economics, Finance +17