Long-term individual financial planning under stochastic dominance constraints

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216208%3A11320%2F20%3A10419109" target="_blank" >RIV/00216208:11320/20:10419109 - isvavai.cz</a>

Výsledek na webu

<a href="https://verso.is.cuni.cz/pub/verso.fpl?fname=obd_publikace_handle&handle=p3_6kaXhkT" target="_blank" >https://verso.is.cuni.cz/pub/verso.fpl?fname=obd_publikace_handle&handle=p3_6kaXhkT</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.1007/s10479-019-03253-8" target="_blank" >10.1007/s10479-019-03253-8</a>

Jazyk výsledku

angličtina

Název v původním jazyce

Long-term individual financial planning under stochastic dominance constraints

Popis výsledku v původním jazyce

We analyse an optimal goal-based households&apos; asset-liability management problem characterised by a real estate target and a retirement goal over a long-term planning horizon. The problem is formulated as a multistage stochastic program and we evaluate the impact ofsecond order stochastic dominance(SSD) constraints on different specifications of a family objective function and with respect to three alternative benchmark policies. We define astochastic linear programin which the SSD constraints are based on a double stochastic matrix, whose effectiveness in determining the decision maker strategies is studied in a case study developed in the second part of the article. We show that depending on the adopted benchmark policy, SSD constraints even if binding far on the planning horizon, may influence the root node investment decision and affect both the investment and the liability optimal policies. Based on an extended computational study we analyse under which conditions and problem formulation, an SSD condition may also implyfirst order stochastic dominance(FSD). Finally we analyse the relationship between the specification of a minimum shortfall objective with respect to the goals and the introduced SSD constraints at the terminal horizon.

Název v anglickém jazyce

Long-term individual financial planning under stochastic dominance constraints

Popis výsledku anglicky

We analyse an optimal goal-based households&apos; asset-liability management problem characterised by a real estate target and a retirement goal over a long-term planning horizon. The problem is formulated as a multistage stochastic program and we evaluate the impact ofsecond order stochastic dominance(SSD) constraints on different specifications of a family objective function and with respect to three alternative benchmark policies. We define astochastic linear programin which the SSD constraints are based on a double stochastic matrix, whose effectiveness in determining the decision maker strategies is studied in a case study developed in the second part of the article. We show that depending on the adopted benchmark policy, SSD constraints even if binding far on the planning horizon, may influence the root node investment decision and affect both the investment and the liability optimal policies. Based on an extended computational study we analyse under which conditions and problem formulation, an SSD condition may also implyfirst order stochastic dominance(FSD). Finally we analyse the relationship between the specification of a minimum shortfall objective with respect to the goals and the introduced SSD constraints at the terminal horizon.

Druh

J_imp - Článek v periodiku v databázi Web of Science

CEP obor

—

OECD FORD obor

10103 - Statistics and probability

Projekt

<a href="/cs/project/GX19-28231X" target="_blank" >GX19-28231X: Dynamické modely pro digitální finance</a><br>

Návaznosti

P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Rok uplatnění

2020

Kód důvěrnosti údajů

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Název periodika

Annals of Operations Research

ISSN

0254-5330

e-ISSN

—

Svazek periodika

292

Číslo periodika v rámci svazku

2

Stát vydavatele periodika

NL - Nizozemsko

Počet stran výsledku

28

Strana od-do

973-1000

Kód UT WoS článku

000563054500016

EID výsledku v databázi Scopus

2-s2.0-85065497746