Academic literature on the topic 'Variable annuities'
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Journal articles on the topic "Variable annuities"
Ledlie, M. C., D. P. Corry, G. S. Finkelstein, A. J. Ritchie, K. Su, and D. C. E. Wilson. "Variable Annuities." British Actuarial Journal 14, no. 2 (July 1, 2008): 327–89. http://dx.doi.org/10.1017/s1357321700001744.
Full textWeale, Martin, and Justin van de Ven. "Variable annuities and aggregate mortality risk." National Institute Economic Review 237 (August 2016): R55—R61. http://dx.doi.org/10.1177/002795011623700117.
Full textHORNEFF, WOLFRAM J., RAIMOND H. MAURER, OLIVIA S. MITCHELL, and MICHAEL Z. STAMOS. "Variable payout annuities and dynamic portfolio choice in retirement." Journal of Pension Economics and Finance 9, no. 2 (January 27, 2009): 163–83. http://dx.doi.org/10.1017/s1474747208003880.
Full textWagner, Wolf. "Variable Annuities and Systemic Risk." Annales des Mines - Réalités industrielles Févrir2020, no. 1 (2020): 62. http://dx.doi.org/10.3917/rindu1.201.0062.
Full textBrown, Jeffrey R., and James M. Poterba. "Household Ownership of Variable Annuities." Tax Policy and the Economy 20 (January 2006): 163–91. http://dx.doi.org/10.1086/tpe.20.20061907.
Full textNeininger, Meris. "Variable Annuities nach Schweizer Art." Versicherungsmagazin 56, no. 12 (December 2008): 12. http://dx.doi.org/10.1007/bf03244648.
Full textMilne, Ronald A., and Glenn Vent. "Variable Lifetime Annuities: Can You Live Long Enough To Receive Fair Value?" Journal of Applied Business Research (JABR) 15, no. 2 (August 30, 2011): 49. http://dx.doi.org/10.19030/jabr.v15i2.5678.
Full textJung Min, Lee, Ju Hyo Chan, and Lee Hangsuck. "Risk Management of Portfolio of Variable Annuities and Equity-indexed Annuities." Korean Insurance Journal 101 (January 31, 2015): 33–66. http://dx.doi.org/10.17342/kij.2015.101.2.
Full textWang, Gu, and Bin Zou. "Optimal fee structure of variable annuities." Insurance: Mathematics and Economics 101 (November 2021): 587–601. http://dx.doi.org/10.1016/j.insmatheco.2021.10.003.
Full textMoenig, Thorsten, and Nan Zhu. "Lapse-and-Reentry in Variable Annuities." Journal of Risk and Insurance 85, no. 4 (December 6, 2016): 911–38. http://dx.doi.org/10.1111/jori.12171.
Full textDissertations / Theses on the topic "Variable annuities"
Cao, Guanghua. "Pricing and risk management of variable annuities and equity-indexed annuities." Ann Arbor, Mich. : ProQuest, 2007. http://gateway.proquest.com/openurl?url_ver=Z39.88-2004&rft_val_fmt=info:ofi/fmt:kev:mtx:dissertation&res_dat=xri:pqdiss&rft_dat=xri:pqdiss:3288943.
Full textTitle from PDF title page (viewed Nov. 19, 2009). Source: Dissertation Abstracts International, Volume: 68-11, Section: B, page: 7372. Advisers: Zhangxin (John) Chen; Andrew H. Chen. Includes bibliographical references.
Ruez, Frederik [Verfasser]. "Risk management of variable annuities / Frederik Ruez." Ulm : Universität Ulm, 2017. http://d-nb.info/113666050X/34.
Full textKrayzler, Mikhail [Verfasser]. "Analytical Pricing of Variable Annuities / Mikhail Krayzler." München : Verlag Dr. Hut, 2017. http://d-nb.info/1140978373/34.
Full textWang, Lihang. "L'évaluation et la structuration de variable annuities." Paris 9, 2012. https://portail.bu.dauphine.fr/fileviewer/index.php?doc=2012PA090036.
Full textIn this thesis we study the variable annuity (VA) products with guaranteed minimum benefits (GMxB), a fast growing business in the life insurance industry. The GMxB products attract the attention of practitioners and academics both because of its long maturity and complex design properties, and also because of uncertain policyholder behaviors, such as lapse rate. In this thesis, we address the pricing problem as the valuation of a Bermudan-style option for the insurer. This evaluation approach corresponds to the price that allows the insurers to hedge the risk whatever the lapse strategy of the holder is. We also introduce new product design ideas based on this evaluation approach to make sure insurers are fully protected form unexpected lapse waves in the future. It is worthy to mention that so far, a historical or statistical lapse rate has generally been assumed for pricing these guarantees. Both financial theory and past observations show that this assumption may lead to an underestimation of the risk associated to these products, the holders being rational or not. To evaluate the Bermudan-style liability, we apply two di_erent schemes: Partial Differential Equation (PDE) method and high-dimensional regression (HDR) method. It is shown that the PDE method is precise for low-dimensional problems (< 3), while the HDR is more efficient when there are more than three dimensions. In the Hull and White stochastic interest rate model, we also show how a change of numeraire technique can be used to accelerate the numerical algorithms significantly for policies with ratchet (lookback) properties. In addition, we also extend the traditional semi-analytical solution of American options to evaluate certain GMxB polices. A semi-analytical method is also introduced in this thesis to approximate both the American contingent claims and the critical exercise boundary of contingent claims in the stochastic volatility model (e. X. Heston model. In fact, this method can be extended to other diffusion processes as long as quick and accurate pricing methods exist for the corresponding European claims
Argesanu, George Nicolae. "Risk analysis and hedging and incomplete markets." Connect to this title online, 2004. http://rave.ohiolink.edu/etdc/view?acc%5Fnum=osu1079923360.
Full textTitle from first page of PDF file. Document formatted into pages; contains x, 86 p.; also includes graphics Includes bibliographical references (p. 84-86). Available online via OhioLINK's ETD Center
Gao, Jin. "A Dynamic Analysis of Variable Annuities and Guarenteed Minimum Benefits." Digital Archive @ GSU, 2010. http://digitalarchive.gsu.edu/rmi_diss/26.
Full textPang, Long-fung. "Semi-static hedging of guarantees in variable annuities under exponential lévy models." Click to view the E-thesis via HKUTO, 2010. http://sunzi.lib.hku.hk/hkuto/record/B43572224.
Full textPang, Long-fung, and 彭朗峯. "Semi-static hedging of guarantees in variable annuities under exponential lévy models." Thesis, The University of Hong Kong (Pokfulam, Hong Kong), 2010. http://hub.hku.hk/bib/B43572224.
Full textMoenig, Thorsten. "Optimal Policyholder Behavior in Personal Savings Products and its Impact on Valuation." Digital Archive @ GSU, 2012. http://digitalarchive.gsu.edu/rmi_diss/28.
Full textScorrano, Mariangela. "Pricing the Guaranteed Lifetime Withdrawal Benefit (GLWB) in a Variable Annuity contract." Doctoral thesis, Università degli studi di Trieste, 2015. http://hdl.handle.net/10077/11009.
Full textThe past twenty years have seen a massive proliferation in insurance-linked derivative products. The public, indeed, has become more aware of investment opportunities outside the insurance sector and is increasingly trying to seize all the benefits of equity investment in conjunction with mortality protection. The competition with alternative investment vehicles offered by the financial industry has generated substantial innovation in the design of life products and in the range of benefits provided. In particular, equity-linked policies have become ever more popular, exposing policyholders to financial markets and providing them with different ways to consolidate investment performance over time as well as protection against mortality-related risks. Interesting examples of such contracts are variable annuities (VAs). This kind of policies, first introduced in 1952 in the United States, experienced remarkable growth in Europe, especially during the last decade, characterized by “bearish” financial markets and relatively low interest rates. The success of these contracts is due to the presence of tax incentives, but mainly to the possibility of underwriting several rider benefits that provide protection of the policyholder’s savings for the period before and after retirement. In this thesis, we focus in particular on the Guaranteed Lifetime Withdrawal Benefit (GLWB) rider. This option meets medium to long-term investment needs, while providing adequate hedging against market volatility and longevity-related risks. Indeed, based on an initial capital investment, it guarantees the policyholder a stream of future payments, regardless of the performance of the underlying policy, for his/her whole life. In this work, we propose a valuation model for the policy using tractable financial and stochastic mortality processes in a continuous time framework. We have analyzed the policy considering two points of view, the policyholder’s and the insurer’s, and assuming a static approach, in which policyholders withdraw each year just the guaranteed amount. In particular, we have based ourselves on the model proposed in the paper “Systematic mortality risk: an analysis of guaranteed lifetime withdrawal benefits in variable annuities” by M. C. Fung, K. Ignatieva and M. Sherris (2014), with the aim of generalizing it later on. The valuation, indeed, has been performed in a Black and Scholes economy: the sub-account value has been assumed to follow a geometric Brownian motion, thus with a constant volatility, and the term structure of interest rates has been assumed to be constant. These hypotheses, however, do not reflect the situation of financial markets. In order to consider a more realistic model, we have sought to weaken these misconceptions. Specifically we have taken into account a CIR stochastic process for the term structure of interest rates and a Heston model for the volatility of the underlying account, analyzing their effect on the fair price of the contract. We have addressed these two hypotheses separately at first, and jointly afterwards. As part of our analysis, we have implemented the theoretical model using a Monte Carlo approach. To this end, we have created ad hoc codes based on the programming language MATLAB, exploiting its fast matrix-computation facilities. Sensitivity analyses have been conducted in order to investigate the relation between the fair price of the contract and important financial and demographic factors. Numerical results in the stochastic approach display greater fair fee rates compared to those obtained in the deterministic one. Therefore, a stochastic framework is necessary in order to avoid an underestimation of the policy. The work is organized as follows. Chapter 1. This chapter has an introductory purpose and aims at presenting the basic structures of annuities in general and of variable annuities in particular. We offer an historical review of the development of the VA contracts and describe the embedded guarantees. We examine the main life insurance markets in order to highlight the international developments of VAs and their growth potential. In the last part we retrace the main academic contributions on the topic. Chapter 2. Among the embedded guarantees, we focus in particular on the Guaranteed Lifetime Withdrawal Benefit (GLWB) rider. We analyze a valuation model for the policy basing ourselves on the one proposed by M. Sherris (2014). We introduce the two components of the model: the financial market, on the one hand, and the mortality intensity on the other. We first describe them separately, and subsequently we combine them into the insurance market model. In the second part of the chapter we describe the valuation formula considering the GLWB from two perspectives, the policyholder’s and the insurer’s. Chapter 3. Here we implement the theoretical model creating ad hoc codes with the programming language MATLAB. Our numerical experiments use a Monte Carlo approach: random variables have been simulated by MATLAB high level random number generator, whereas concerning the approximation of expected values, scenario- based averages have been evaluated by exploiting MATLAB fast matrix-computation facilities. Sensitivity analyses are conducted in order to investigate the relation between the fair fee rate and important financial and demographic factors. Chapter 4. The assumption of deterministic interest rates, which can be acceptable for short-term options, is not realistic for medium or long-term contracts such as life insurance products. GLWB contracts are investment vehicles with a long-term horizon and, as such, they are very sensitive to interest rate movements, which are uncertain by nature. A stochastic modeling of the term structure is thus appropriate. In this chapter, therefore, we propose a generalization of the deterministic model allowing interest rates to vary randomly. A Cox-Ingersoll-Ross model is introduced. Sensitivity analyses have been conducted. Chapter 5. Empirical studies of stock price returns show that volatility exhibits “random” characteristics. Consequently, the hypothesis of a constant volatility is rather “counterfactual”. In order to consider a more realistic model, we introduce the stochastic Heston process for the volatility. Sensitivity analyses have been con- ducted. Chapter 6. In this chapter we price the GLWB option considering a stochastic process for both the interest rate and the volatility. We present a numerical comparison with the deterministic model. Chapter 7. Conclusions are drawn. Appendix. This section presents a quick survey of the most fundamental concepts from stochastic calculus that are needed to proceed with the description of the GLWB’s valuation model.
Negli ultimi venti anni si `e assistito ad una massiccia proliferazione di prodotti de- rivati di tipo finanziario-assicurativo. Gli individui, infatti, sono diventati sempre piu` consapevoli delle opportunita` di investimento esistenti al di fuori del settore as- sicurativo e pertanto richiedono all’impresa di assicurazione non solo la protezione contro il rischio di mortalit`a/longevit`a, ma anche tutti i benefici di un investimento di capitali. Ed `e proprio per soddisfare le esigenze del mercato e per fronteggiare la concorrenza alimentata da altri competitors (banche, ecc.) che il mercato assi- curativo sta cambiando ed ha iniziato a sviluppare nuovi prodotti assicurativi ad elevato contenuto finanziario. Nell’ambito di questi prodotti, particolare interesse rivestono le cosiddette polizze variable annuities. Introdotte per la prima volta negli Stati Uniti nel 1952, esse hanno raggiunto ben presto un notevole sviluppo anche in Europa, soprattutto nell’ultimo decennio caratterizzato da mercati finanziari bearish e da tassi di interesse relativamente bassi. Il successo di questo tipo di contratti `e dovuto al favorevole trattamento fiscale di cui godono, ma soprattutto all’offerta di opzioni implicite che garantiscono una protezione dei risparmi degli investitori prima e dopo il pensionamento. In questo lavoro di tesi, ci siamo concentrati in particola- re sull’opzione Guaranteed Lifetime Withdrawal Benefit (GLWB). Essa permette di soddisfare esigenze di investimento di medio/lungo periodo e nello stesso tempo offre una discreta copertura al rischio dovuto alla volatilit`a dei mercati e al longevity risk. Infatti, a fronte di un capitale iniziale investito, garantisce all’assicurato un flusso di pagamenti futuri indipendente dalla performance della polizza sottostante per tutta la durata della sua vita. Piu` precisamente, in questo lavoro proponiamo un modello di valutazione per questo tipo di contratto, facendo ricorso a processi stocastici per descrivere la componente finanziaria e quella legata alla mortalità dell’assicurato. Analizziamo la polizza considerando sia il punto di vista del cliente che quello della compagnia di assicurazione. La nostra valutazione si è basata sul modello proposto da M. C. Fung, K. Ignatieva e M. Sherris nell’articolo “Systematic mortality risk: an analysis of guaranteed lifetime withdrawal benefits in variable annuities” (2014). Tuttavia le ipotesi alla base di questa analisi non trovano giustificazione nel mercato; in effetti, considerare un tasso di interesse ed una volatilità costanti sembra poco sensato. Proprio per proporre un modello più fedele al mercato, si è pensato di indebolire questi assunti, prendendo in considerazione un processo stocastico a sé stante per descrivere la dinamica del tasso di interesse e della volatilità. Dapprima abbiamo analizzato separatamente l’impatto dei due processi sul prezzo equo dell’opzione, per poi considerare anche il loro effetto congiunto. Come parte integrante del lavoro, abbiamo implementato il modello teorico proposto impiegando un approccio Monte Carlo. A questo scopo abbiamo creato codici ad hoc utilizzando il linguaggio di programmazione MATLAB, sfruttando al meglio tutte le sue potenzialità di calcolo matriciale. Sono state condotte analisi di sensitività per analizzare l’impatto sul prezzo equo dell’opzione di alcuni importanti parametri finanziari e demografici. I risultati numerici mostrano come effettivamente l’impiego di un approccio stocastico sia più capace di descrivere le fluttuazioni del mercato e quindi permetta di ottenere risultati più realistici. Il valore equo delle commissioni applicate dalla compagnia di assicurazione per l’attivazione della garanzia GLWB aumenta quando si passa da un approccio deterministico ad uno stocastico (soprattutto se quest’ultimo considera congiuntamente tassi di interesse e volatilità stocastici), rivelando come un adeguato modello stocastico sia necessario per evitare una sottovalutazione di tali polizze. Il lavoro è strutturato come segue: Capitolo 1. Questo capitolo ha un ruolo introduttivo e mira a fornire una descrizione delle caratteristiche principali delle polizze variable annuities. Si analizza l'evoluzione storica di tali polizze ed il loro sviluppo nei principali mercati internazionali. Segue una breve rassegna dei principali contributi accademici sulla valutazione di tali contratti e si spiegano le ragioni alla base di questo lavoro. Capitolo 2. Tra le varie garanzie implicite nei contratti variable annuity ci soffermiamo sull'opzione Guaranteed Lifetime Withdrawal Benefit. In questo capitolo analizziamo il modello di valutazione del contratto proposto da M. Sherris (2014); introduciamo le due componenti del modello (il mercato finanziario e l'intensità di mortalità) dapprima descrivendole separatamente, poi combinandole. Nella seconda parte del capitolo studiamo le formule per il calcolo del prezzo equo del contratto considerando due punti di vista, quello dell'assicurato e quello dell'assicuratore. Capitolo 3. In questo capitolo implementiamo il modello teorico creando codici ad hoc con il linguaggio di programmazione MATLAB. Le nostre valutazioni sono state realizzate utilizzando un approccio Monte Carlo. Diverse analisi di sensitività sono state condotte per analizzare l’impatto sul prezzo equo dell’opzione di alcuni importanti parametri finanziari e demografici. Capitolo 4. In questo capitolo si propone una generalizzazione del modello deterministico indebolendo l'ipotesi di struttura a termine dei tassi di interesse costante. Per descrivere la dinamica del tasso di interesse si introduce in particolare un processo Cox- Ingersoll- Ross. Capitolo 5. In questo capitolo si indebolisce l'ipotesi che considera costante la volatilità del fondo d'investimento prevedendo una dinamica descritta dal processo di Heston. Capitolo 6. Si descrive un modello che considera congiuntamente un processo stocastico per i tassi di interesse (CIR) e per la volatilità (Heston). Si conducono analisi di sensitività e si mostrano i risultati ottenuti. Capitolo 7. In questo capitolo traiamo le conclusioni del nostro lavoro. Appendice. Proponiamo una breve rassegna delle principali nozioni di calcolo stocastico necessarie per meglio comprendere la descrizione del modello di valutazione.
XXVII Ciclo
1986
Books on the topic "Variable annuities"
E, Kirsch Clifford, ed. Variable annuities and variable life insurance regulation. New York City: Practising Law Institute, 2005.
Find full textR, Brown Jeffrey. Household ownership of variable annuities. Cambridge, Mass: National Bureau of Economic Research, 2006.
Find full textKalberer, Tigran. Variable annuities: A global perspective. London: Risk Books, 2009.
Find full textWilliamson, Gordon K. The 100 best annuities you can buy. New York: J. Wiley, 1995.
Find full textConning & Company., ed. Variable annuities: We've only just begun. Hartford, CT: Conning & Co., 1998.
Find full textInc Conning Research & Consulting. Variable annuities: An industry in transformation. [Hartford, CT]: Conning Research & Consulting, 2004.
Find full textLane, Michael F. Guaranteed income for life: How variable annuities can cut your taxes, pay you every year of your life, and bring you financial peace of mind. New York: McGraw-Hill, 1999.
Find full textConners, C. Brian. Financial planning with variable annuities: Continuing education. [Chicago, Ill.]: Dearborn Financial Pub., 1999.
Find full textAmerican Bar Association. Committee on Federal Regulation of Securities. and American Bar Association Conference on Variable Annuities and Variable Life Insurance (1976 : Washington, D.C.), eds. American Bar Association Conference on Variable Annuities and Variable Life Insurance. [Chicago: The Section, 1994.
Find full textBook chapters on the topic "Variable annuities"
Fevurly, Keith R. "Variable Annuities." In The Handbook of Professionally Managed Assets, 291–311. Berkeley, CA: Apress, 2013. http://dx.doi.org/10.1007/978-1-4302-6020-2_15.
Full textKélani, Abdou, and François Quittard-Pinon. "Pricing and Hedging Variable Annuities." In Mathematical and Statistical Methods for Actuarial Sciences and Finance, 121–24. Cham: Springer International Publishing, 2014. http://dx.doi.org/10.1007/978-3-319-05014-0_28.
Full textBacinello, Anna Rita, and Ivan Zoccolan. "Variable Annuities with State-Dependent Fees." In Mathematical and Statistical Methods for Actuarial Sciences and Finance, 75–80. Cham: Springer International Publishing, 2018. http://dx.doi.org/10.1007/978-3-319-89824-7_13.
Full textAzimzadeh, Parsiad, Peter A. Forsyth, and Kenneth R. Vetzal. "Hedging Costs for Variable Annuities Under Regime-Switching." In Hidden Markov Models in Finance, 133–66. Boston, MA: Springer US, 2014. http://dx.doi.org/10.1007/978-1-4899-7442-6_6.
Full textBernard, Carole, and Anne MacKay. "Reducing Surrender Incentives Through Fee Structure in Variable Annuities." In Innovations in Quantitative Risk Management, 209–23. Cham: Springer International Publishing, 2015. http://dx.doi.org/10.1007/978-3-319-09114-3_12.
Full textBacinello, Anna Rita, Rosario Maggistro, and Ivan Zoccolan. "Dynamic Withdrawals and Stochastic Mortality in GLWB Variable Annuities." In Mathematical and Statistical Methods for Actuarial Sciences and Finance, 38–43. Cham: Springer International Publishing, 2022. http://dx.doi.org/10.1007/978-3-030-99638-3_7.
Full textCheng, Xiaojuan, Wei Luo, Guojun Gan, and Gang Li. "Deep Neighbor Embedding for Evaluation of Large Portfolios of Variable Annuities." In Knowledge Science, Engineering and Management, 472–80. Cham: Springer International Publishing, 2019. http://dx.doi.org/10.1007/978-3-030-29551-6_42.
Full textCheng, Xiaojuan, Wei Luo, Guojun Gan, and Gang Li. "Fast Valuation of Large Portfolios of Variable Annuities via Transfer Learning." In PRICAI 2019: Trends in Artificial Intelligence, 716–28. Cham: Springer International Publishing, 2019. http://dx.doi.org/10.1007/978-3-030-29894-4_57.
Full textCostabile, Massimo, Ivar Massabó, and Emilio Russo. "Evaluating Variable Annuities with GMWB When Exogenous Factors Influence the Policy-Holder Withdrawals." In Mathematical and Statistical Methods for Actuarial Sciences and Finance, 267–71. Cham: Springer International Publishing, 2018. http://dx.doi.org/10.1007/978-3-319-89824-7_48.
Full textMartire, Antonio L., Emilio Russo, and Alessandro Staino. "Surrender and Path-Dependent Guarantees in Variable Annuities: Integral Equation Solutions and Benchmark Methods." In Mathematical and Statistical Methods for Actuarial Sciences and Finance, 340–46. Cham: Springer International Publishing, 2022. http://dx.doi.org/10.1007/978-3-030-99638-3_55.
Full textConference papers on the topic "Variable annuities"
Gan, Guojun, and Jimmy Xiangji Huang. "A Data Mining Framework for Valuing Large Portfolios of Variable Annuities." In KDD '17: The 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. New York, NY, USA: ACM, 2017. http://dx.doi.org/10.1145/3097983.3098013.
Full textGan, Guojun. "A multi-asset Monte Carlo simulation model for the valuation of variable annuities." In 2015 Winter Simulation Conference (WSC). IEEE, 2015. http://dx.doi.org/10.1109/wsc.2015.7408450.
Full textMingbin Feng, Ben, and Kai Liu. "Path Generation Methods for Valuation of Large Variable Annuities Portfolio using Quasi-Monte Carlo Simulation." In 2020 Winter Simulation Conference (WSC). IEEE, 2020. http://dx.doi.org/10.1109/wsc48552.2020.9384066.
Full textReports on the topic "Variable annuities"
Brown, Jeffrey, and James Poterba. Household Ownership of Variable Annuities. Cambridge, MA: National Bureau of Economic Research, January 2006. http://dx.doi.org/10.3386/w11964.
Full textEgan, Mark, Shan Ge, and Johnny Tang. Conflicting Interests and the Effect of Fiduciary Duty — Evidence from Variable Annuities. Cambridge, MA: National Bureau of Economic Research, July 2020. http://dx.doi.org/10.3386/w27577.
Full textKartashov, Vasily, Raimond Maurer, Olivia Mitchell, and Ralph Rogalla. Lifecycle Portfolio Choice with Systematic Longevity Risk and Variable Investment-Linked Deferred Annuities. Cambridge, MA: National Bureau of Economic Research, October 2011. http://dx.doi.org/10.3386/w17505.
Full textHorneff, Vanya, Raimond Maurer, Olivia Mitchell, and Ralph Rogalla. Optimal Life Cycle Portfolio Choice with Variable Annuities Offering Liquidity and Investment Downside Protection. Cambridge, MA: National Bureau of Economic Research, July 2013. http://dx.doi.org/10.3386/w19206.
Full textHorneff, Vanya, Raimond Maurer, and Olivia Mitchell. Fixed and Variable Longevity Annuities in Defined Contribution Plans: Optimal Retirement Portfolios Taking Social Security into Account. Cambridge, MA: National Bureau of Economic Research, January 2023. http://dx.doi.org/10.3386/w30853.
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