Inflation Models with Correlation and Skew (2405.05101v1)
Abstract: We formulate a forward inflation index model with multi-factor volatility structure featuring a parametric form that allows calibration to correlations between indices of different tenors observed in the market. Assuming the nominal interest rate follows a single factor Gaussian short rate model, we present analytical prices for zero-coupon and year-on-year swaps, caps, and floors. The same method applies to any interest rate model for which one can compute the zero-coupon bond prices and measure shifts. We extend the multi-factor model with leverage functions to capture the entire market volatility skew with a single process. The time-consuming calibration step of this model can be avoided in the simplified model that we further propose. We demonstrate the leveraged and the simplified models with market data.
- Marcin Wojtowicz. Inflation-linked bonds explained. Technical report, ETF & Index Fund Investment Analytics, UBS AM, 2023. ubs.com.
- Hringur Gretarsson. A Quadratic Gaussian Year-on-Year Inflation Model. PhD thesis, Imperial College London, 2013. spiral.imperial.ac.uk.
- Inflation modelling with sabr dynamics. Risk, 22(6):98, 2009. SSRN:1337811.
- Pricing treasury inflation protected securities and related derivative securities using an hjm model. Journal of Financial and Quantitative Analysis, 38(2):337–58, 2003. SSRN:585828.
- Soraya Kazziha. Interest rate models, inflation-based derivatives, trigger notes and crosscurrency swaptions. PhD thesis, Imperial College of Science, Technology and Medicine, London, 1999.
- A market model for inflation. Cahiers de la maison des sciences economiques, Université Panthéon-Sorbonne (Paris 1), 2004. SSRN:576081.
- Fabio Mercurio. Pricing inflation-indexed derivatives. Quantitative Finance, 5(3):289–302, 2005. citeseerx.ist.psu.edu.
- Matthew J. W. Dodgson and Dherminder Kainth. Inflation-linked derivatives. Technical report, QuaRC, Group Market Risk, Royal Bank of Scotland Group, 2006. citeseerx.ist.psu.edu.
- Risk neutral valuation of inflation-linked interest rate derivatives, 2019. arXiv:1911.00386.
- Inflation with a smile. Risk, 19(3):70–75, 2006. risk.net.
- Vivien Begot. Stochastic local volatility models for inflation, 2016. lexifi.com.
- Interest Rate Modeling. Number v. 1 in Interest Rate Modeling. Atlantic Financial Press, 2010.
- Calibrating Local Volatility Models with Stochastic Drift and Diffusion. International Journal of Theoretical and Applied Finance, 25(02):2250011, 2022. arXiv:2009.14764.
- Leif Andersen. Markov models for commodity futures: Theory and practice. Quantitative Finance, 10(8):831–854, 2010. SSRN:1138782.
- Extensions of Dupire Formula: Stochastic Interest Rates and Stochastic Local Volatility. SIAM Journal on Financial Mathematics, 14(2):452–474, 2023. arXiv:2005.05530.
- J. Gatheral. The Volatility Surface: A Practitioner’s Guide. Wiley finance series. John Wiley & Sons, 2006. wiley.com.
- Calibration methods of Hull-White model. Technical report, Risk Management Department, Mizuho Securities, Tokyo, 2009. SSRN:1514192.