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dc.contributor.advisorGeiss, Christel
dc.contributor.advisorGeiss, Stefan
dc.contributor.authorHinkkanen, Onni
dc.date.accessioned2022-12-08T07:58:00Z
dc.date.available2022-12-08T07:58:00Z
dc.date.issued2022
dc.identifier.urihttps://jyx.jyu.fi/handle/123456789/84222
dc.description.abstractIn this thesis we describe the dynamics of solvency level in life insurance contracts. We do this by representing the underlying sources of risk and the solvency level as the solution to a forward-backward stochastic differential equation system. We start by introducing Brownian motion, stochastic integration, stochastic differential equations, and backward stochastic differential equations. With these notions described we can start constructing the model for solvency risk. Afterwards we also give a link to partial differential equation theory and a Monte Carlo example for obtaining explicit representations for the processes involved. We will denote the net value of the contract by a process N, which will depend on underlying economic and demographic variables. We say that the contract is solvent at time t if Nt ≥ 0. We can express the change in solvency probability at the expiry time T as P(NT ≥ 0|Ft) − P(NT ≥ 0|F0) = Z t 0 U ⊤ r dMX r = Z t 0 Z ⊤ r dBr, where the filtration (Ft)t≥0 describes the information available at time t, MX r is the martingale part from Doob’s decomposition of the process X. Furthermore, the pro gressively measurable processes U and Z represent the contributions of the aforemen tioned underlying variables to the overall solvency risk, and the effects the Brownian driver B has on the solvency level, respectively. More technically, the forward-backward system we study is of the form ( d(Xs, V − s ) ⊤ = ˜µ(s, Xs, V − s )ds + ˜σ(s, Xs)dBs, (Xt , V − t ) ⊤ = (v, x) ⊤ −dYs = −Z ⊤ s dBs, YT = Ψ X (t,x) T , V −(t,x,v) T , where ˜µ and ˜σ are used in defining the process X and contain the information on actuarial assumptions, V − is the retrospective reserve, which describes the present value of assets that belong to the insurance contract at each time t, and Ψ is a ter minal condition, which in our case is not continuous. Under some Lipschitz, bound edness and continuity conditions it will yield a unique, square integrable solution (Xs, V − s , Ys, Zs) s∈[t,T] which we use for the description of solvency level in two differ ent viewpoints; one considering the effects of the underlying demographic variables and the other studying the contributions of the Brownian driveren
dc.format.extent49
dc.format.mimetypeapplication/pdf
dc.language.isoen
dc.subject.otherbackward stochastic differential equations
dc.subject.otherstochastic analysis
dc.titleBackward stochastic differential equations in dynamics of life insurance solvency risk
dc.identifier.urnURN:NBN:fi:jyu-202212085484
dc.type.ontasotPro gradu -tutkielmafi
dc.type.ontasotMaster’s thesisen
dc.contributor.tiedekuntaMatemaattis-luonnontieteellinen tiedekuntafi
dc.contributor.tiedekuntaFaculty of Sciencesen
dc.contributor.laitosMatematiikan ja tilastotieteen laitosfi
dc.contributor.laitosDepartment of Mathematics and Statisticsen
dc.contributor.yliopistoJyväskylän yliopistofi
dc.contributor.yliopistoUniversity of Jyväskyläen
dc.contributor.oppiaineStokastiikka ja todennäköisyysteoriafi
dc.contributor.oppiaineStochastics and Probabilityen
dc.rights.copyrightJulkaisu on tekijänoikeussäännösten alainen. Teosta voi lukea ja tulostaa henkilökohtaista käyttöä varten. Käyttö kaupallisiin tarkoituksiin on kielletty.fi
dc.rights.copyrightThis publication is copyrighted. You may download, display and print it for Your own personal use. Commercial use is prohibited.en
dc.type.publicationmasterThesis
dc.contributor.oppiainekoodi4041
dc.subject.ysostokastiset prosessit
dc.subject.ysovakuutusmatematiikka
dc.subject.ysohenkivakuutus
dc.subject.ysomatemaattiset mallit
dc.subject.ysostochastic processes
dc.subject.ysoinsurance mathematics
dc.subject.ysolife insurance
dc.subject.ysomathematical models
dc.format.contentfulltext
dc.type.okmG2


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