Exact joint laws associated with spectrally negative Lévy processes and applications to insurance risk theory
Chuancun YIN, Kam C. YUEN
Exact joint laws associated with spectrally negative Lévy processes and applications to insurance risk theory
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.
Fluctuation identity / spectrally negative Lévy processes / suprema and infima / generalized Dickson’s formula / scale function / occupation time
[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
CrossRef
Google scholar
|
[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
CrossRef
Google scholar
|
[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
CrossRef
Google scholar
|
[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
CrossRef
Google scholar
|
[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
CrossRef
Google scholar
|
[8] |
Biffis E, Morales M. On a generalization of the Gerber-Shiu function to path-dependent penalties. Insurance Math Econom, 2010, 46: 92-97
CrossRef
Google scholar
|
[9] |
Bingham N H. Fluctuation theory in continuous time. Adv Appl Probab, 1975, 7: 705-766
CrossRef
Google scholar
|
[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
CrossRef
Google scholar
|
[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
CrossRef
Google scholar
|
[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
CrossRef
Google scholar
|
[14] |
Dos Reis A D E. How long is the surplus below zero? Insurance Math Econom, 1993, 12: 23-38
CrossRef
Google scholar
|
[15] |
Emery D J. Exit problem for a spectrally positive process. Adv Appl Probab, 1973, 5: 498-520
CrossRef
Google scholar
|
[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
CrossRef
Google scholar
|
[17] |
Garrido J, Morales M. On the expected discounted penalty function for Lévy risk processes. North American Actuar J, 2006, 10(4): 196-218
CrossRef
Google scholar
|
[18] |
Gerber H U, Shiu E S W. On the time value of ruin. North American Actuar J, 1998, 2(1): 48-78
CrossRef
Google scholar
|
[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
CrossRef
Google scholar
|
[22] |
Klüppelberg C, Kyprianou A E. On extreme ruinous behaviour of Lévy insurance risk processes. J Appl Probab, 2006, 43(2): 594-598
CrossRef
Google scholar
|
[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
CrossRef
Google scholar
|
[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
CrossRef
Google scholar
|
[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
CrossRef
Google scholar
|
[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
CrossRef
Google scholar
|
[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
CrossRef
Google scholar
|
[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
CrossRef
Google scholar
|
[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
CrossRef
Google scholar
|
[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
CrossRef
Google scholar
|
[34] |
Rolski T, Schmidli H, Schmidt V, Teugels J. Stochastic Processes for Insurance and Finance. Chichester: Wiley, 1999
CrossRef
Google scholar
|
[35] |
Yang H L, Zhang L Z. Spectrally negative Lévy processes with applications in risk theory. Adv Appl Probab, 2001, 33(1): 281-291
CrossRef
Google scholar
|
[36] |
Zhou X W. Some fluctuation identities for Lévy processes with jumps of the same sign. J Appl Probab, 2004, 41: 1191-1198
CrossRef
Google scholar
|
[37] |
Zhou X W. On a classical risk model with a constant dividend barrier. North American Actuar J, 2005, 9: 95-108
CrossRef
Google scholar
|
[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
CrossRef
Google scholar
|
[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
CrossRef
Google scholar
|
/
〈 | 〉 |