Frontiers of Mathematics in China >
Exact joint laws associated with spectrally negative Lévy processes and applications to insurance risk theory
Received date: 12 Nov 2012
Accepted date: 10 Oct 2013
Published date: 29 Oct 2014
Copyright
We consider the spectrally negative Lévy processes and determine the joint laws for the quantities such as the first and last passage times over a fixed level, the overshoots and undershoots at first passage, the minimum, the maximum, and the duration of negative values. We apply our results to insurance risk theory to find an explicit expression for the generalized expected discounted penalty function in terms of scale functions. Furthermore, a new expression for the generalized Dickson’s formula is provided.
Chuancun YIN , Kam C. YUEN . Exact joint laws associated with spectrally negative Lévy processes and applications to insurance risk theory[J]. Frontiers of Mathematics in China, 2014 , 9(6) : 1453 -1471 . DOI: 10.1007/s11464-013-0186-5
1 |
Alili L, Kyprianou A E. Some remarks on first passage of Lévy processes, the American put and pasting principles. Ann Appl Probab, 2005, 15: 2062-2080
|
2 |
Asmussen S. Ruin Probabilities. Singapore: World Scientific, 2000
|
3 |
Avram F, Kyprianou A E, Pistorius M R. Exit problems for spectrally negative Lévy processes and applications to (Canadized) Russian options. Ann Appl Probab, 2004, 14: 215-238
|
4 |
Avram F, Palmowski Z, Pistorius M R. On the optimal dividend problem for a spectrally negative Lévy process. Ann Appl Probab, 2007, 17: 156-180
|
5 |
Bertoin J. Lévy Processes. Cambridge Tracts in Mathematics, Vol 121. Cambridge: Cambridge University Press, 1996
|
6 |
Bertoin J. Exponential decay and ergodicity of completely asymmetric Lévy processes in a finite interval. Ann Appl Probab, 1997, 7: 156-169
|
7 |
Biffis E, Kyprianou A E. A note on scale functions and the time value of ruin for Lévy insurance risk processes. Insurance Math Econom, 2010, 46: 85-91
|
8 |
Biffis E, Morales M. On a generalization of the Gerber-Shiu function to path-dependent penalties. Insurance Math Econom, 2010, 46: 92-97
|
9 |
Bingham N H. Fluctuation theory in continuous time. Adv Appl Probab, 1975, 7: 705-766
|
10 |
Chaumont C, Kyprianou A, Pardo J. Some explicit identities associated with positive self-similar Markov processes. Stoch Proc Appl, 2009, 119(3): 980-1000
|
11 |
Chiu S N, Yin C C. Passage times for a spectrally negative Lévy process with applications to risk theory. Bernoulli, 2005, 11(3): 511-522
|
12 |
Doney R A. Fluctuation Theory for Lévy Processes. Lecture Notes in Mathematics, Vol 1897. Berlin: Springer, 2007
|
13 |
Doney R A, Kyprianou A E. Overshoots and undershoots of Lévy processes. Ann Appl Probab, 2006, 16(1): 91-106
|
14 |
Dos Reis A D E. How long is the surplus below zero? Insurance Math Econom, 1993, 12: 23-38
|
15 |
Emery D J. Exit problem for a spectrally positive process. Adv Appl Probab, 1973, 5: 498-520
|
16 |
Erder I, Klüppelberg C. The first passage event for sums of dependent Lévy processes with applications to insurance risk. Ann Appl Probab, 2009, 19(6): 2047-2079
|
17 |
Garrido J, Morales M. On the expected discounted penalty function for Lévy risk processes. North American Actuar J, 2006, 10(4): 196-218
|
18 |
Gerber H U, Shiu E S W. On the time value of ruin. North American Actuar J, 1998, 2(1): 48-78
|
19 |
Hubalek F, Kyprianou A. Old and new examples of scale functions for spectrally negative Lévy processes. In: Dalang R, Dozzi M, Russo F, eds. Sixth Seminar on Stochastic Analysis, Random Fields and Applications. Progress in Probability. Boston: Birkhäuser, 2010, 119-146
|
20 |
Huzak M M, Perman M, Šikić H, Vondraček Z. Ruin probabilities and decompositions for general perturbed risk processes. Ann Appl Probab, 2006, 14(3): 1378-1397
|
21 |
Kadankov V F, Kadankova T V. On the distribution of duration of stay in an interval of the semi-continuous process with independent increments. Random Oper Stoch Equ, 2004, 12(4): 361-384
|
22 |
Klüppelberg C, Kyprianou A E. On extreme ruinous behaviour of Lévy insurance risk processes. J Appl Probab, 2006, 43(2): 594-598
|
23 |
Klüppelberg C, Kyprianou A E, Maller R A. Ruin probabilities and overshoots for general Lévy insurance risk processes. Ann Appl Probab, 2004, 14(4): 1766-1801
|
24 |
Kyprianou A E. Introductory Lecture Notes on Fluctuations of Lévy Processes with Applications. Berlin: Springer-Verlag, 2006
|
25 |
Kyprianou A E, Palmowski Z. A martingale review of some fluctuation theory for spectrally negative Lévy processes. In: Séminaire de Probabilités XXXVIII. Lecture Notes in Math, Vol 1857. Berlin: Springer, 2005, 16-29
|
26 |
Kyprianou A E, Palmowski Z. Distributional study of De Finetti’s dividend problem for a general Lévy insurance risk process. J Appl Probab, 2007, 44: 428-443
|
27 |
Kyprianou A E, Pardo J C, Rivero V. Exact and asymptotic n-tuple laws at first and last passage. Ann Appl Probab, 2010, 20(2): 522-564
|
28 |
Kyprianou A E, Rivero V, Song R. Convexity and smoothness of scale functions and De Finetti’s control problem. J Theor Probab, 2010, 23: 547-564
|
29 |
Landriault D, Renaud J, Zhou X W. Occupation times of spectrally negative Lévy processes with applications. Stochastic Process Appl, 2011, 121(11): 2629-2641
|
30 |
Loeffen R. On optimality of the barrier strategy in de Finetti’ dividend problem for spectrally negative Lévy processes. Ann Appl Probab, 2009, 18(5): 1669-1680
|
31 |
Morales M. On the expected discounted penalty function for a perturbed risk process driven by a subordinator. Insurance Math Econom, 2007, 40(2): 293-301
|
32 |
Pistorius M R. A potential-theoretical review of some exit problems of spectrally negative Lévy processes. In: Séminaire de Probabilités XXXVIII. Lecture Notes in Math, Vol 1857. Berlin: Springer, 2005, 30-41
|
33 |
Renaud J F, Zhou X. Distribution of the present value of dividend payments in a Lévy risk model. J Appl Probab, 2007, 44(2): 420-427
|
34 |
Rolski T, Schmidli H, Schmidt V, Teugels J. Stochastic Processes for Insurance and Finance. Chichester: Wiley, 1999
|
35 |
Yang H L, Zhang L Z. Spectrally negative Lévy processes with applications in risk theory. Adv Appl Probab, 2001, 33(1): 281-291
|
36 |
Zhou X W. Some fluctuation identities for Lévy processes with jumps of the same sign. J Appl Probab, 2004, 41: 1191-1198
|
37 |
Zhou X W. On a classical risk model with a constant dividend barrier. North American Actuar J, 2005, 9: 95-108
|
38 |
Zhang C S, Wang G J. The joint density function of three characteristics on jumpdiffusion risk process. Insurance Math Econom, 2003, 32: 445-455
|
39 |
Zhang C S, Wu R. Total duration of negative surplus for the compound Poisson process that is perturbed by diffusion. J Appl Probab, 2002, 39: 517-532
|
/
〈 | 〉 |