Do Jumps Matter in the Long Term? A Tale of Two Horizons
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| Tag | 1 | 2 | Value |
|---|---|---|---|
| LDR | 00000cab a2200000 4500 | ||
| 001 | MAP20220008549 | ||
| 003 | MAP | ||
| 005 | 20230309104140.0 | ||
| 008 | 220315e20220307esp|||p |0|||b|spa d | ||
| 040 | $aMAP$bspa$dMAP | ||
| 084 | $a6 | ||
| 100 | $0MAPA20190008310$aBégin, Jean-François | ||
| 245 | 1 | 0 | $aDo Jumps Matter in the Long Term? A Tale of Two Horizons$cJean-François Bégin, Mathieu Boudreault |
| 520 | $aEconomic scenario generators (ESGs) for equities are important components of the valuation and risk management process of life insurance and pension plans. Because the resulting liabilities are very long-lived and the short-term performance of the assets backing these liabilities may trigger important losses, it is thus a desired feature of an ESG to replicate equity returns over such horizons. In light of this horizon duality, we investigate the relevance of jumps in ESGs to replicate dynamics over different horizons and compare their performance to popular models in actuarial science. We show that jump-diffusion models cannot replicate higher moments if estimated with the maximum likelihood. Using a generalized method of momentsbased approach, however, we find that simple jump-diffusion models have an excellent fit overall (moments and the entire distribution) at different timescales. We also investigate three typical applications: the value of $1 accumulated with no intermediate monitoring, a solvency analysis with frequent monitoring, and a dynamic portfolio problem. We find that jumps have long-lasting effects that are difficult to replicate otherwise, so, yes, jumps do matter in the long term. | ||
| 650 | 4 | $0MAPA20080591182$aGerencia de riesgos | |
| 650 | 4 | $0MAPA20080579258$aCálculo actuarial | |
| 650 | 4 | $0MAPA20080611897$aPerspectivas económicas | |
| 650 | $0MAPA20230001899$aCriterios ESG | ||
| 700 | $0MAPA20090011267$aBoudreault, Mathieu | ||
| 773 | 0 | $wMAP20077000239$g07/03/2022 Tomo 26 Número 1 - 2022 , p. 82- 101$x1092-0277$tNorth American actuarial journal$dSchaumburg : Society of Actuaries, 1997- |