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Hidden Markov Models in Finance
16 references·14 citing·41 second hop
Hidden Markov Models in Finance (2007)Hidden Markov Models in FinanceModelling Financial Time Series (2007)Modelling Financial Time Seri…Theory of rational option pricing (2005)Theory of rational option pri…Expected shortfall and beyond (2002)Expected shortfall and beyondState-Space Models with Regime-Switching: Classical and Gibbs Sampling Approaches with Applications (2000)State-Space Models with Regim…Arbitrage with Fractional Brownian Motion (1997)Arbitrage with Fractional Bro…A Markov Model for the Term Structure of Credit Risk Spreads (1997)A Markov Model for the Term S…Modeling the conditional distribution of interest rates as a regime-switching process (1996)Modeling the conditional dist…Pricing Derivatives on Financial Securities Subject to Credit Risk (1995)Pricing Derivatives on Financ…Lot Sizing with Random Yields: A Review (1995)Lot Sizing with Random Yields…Market efficiency and cointegration: an application to the sterling and deutschemark exchange markets (1989)Market efficiency and cointeg…A New Approach to the Economic Analysis of Nonstationary Time Series and the Business Cycle (1989)A New Approach to the Economi…Rational-expectations econometric analysis of changes in regime (1988)Rational-expectations econome…Introduction to Stochastic Integration (1983)Introduction to Stochastic In…Empirical regularities in the behavior of exchange rates and theories of the foreign exchange market (1979)Empirical regularities in the…The Pricing of Options and Corporate Liabilities (1973)The Pricing of Options and Co…Fractional Brownian Motions, Fractional Noises and Applications (1968)Fractional Brownian Motions, …Dynamic datasets and market environments for financial reinforcement learning (2024)Dynamic datasets and market e…Supply Sequence Modelling Using Hidden Markov Models (2022)Supply Sequence Modelling Usi…Early warning or too late? A (pseudo-)real-time identification of leading indicators of financial stress (2021)Early warning or too late? A …Hidden Markov and Semi-Markov Models with Multivariate Leptokurtic-Normal Components for Robust Modeling of Daily Returns Series (2018)Hidden Markov and Semi-Markov…Resource extraction with a carbon tax and regime switching prices: Exercising your options (2017)Resource extraction with a ca…Pricing variance swaps under a stochastic interest rate and volatility model with regime-switching (2013)Pricing variance swaps under …Can social microblogging be used to forecast intraday exchange rates? (2013)Can social microblogging be u…A dynamic analysis of stock markets using a hidden Markov model (2013)A dynamic analysis of stock m…Pricing bond options under a Markovian regime-switching Hull–White model (2012)Pricing bond options under a …Longevity bond pricing under stochastic interest rate and mortality with regime-switching (2012)Longevity bond pricing under …Exploring the Rhythm of the Palestrina Style (2012)Exploring the Rhythm of the P…A radial basis collocation method for pricing American options under regime-switching jump-diffusion models (2012)A radial basis collocation me…Efficient estimation of Markov regime-switching models: An application to electricity spot prices (2011)Efficient estimation of Marko…Bond pricing under a Markovian regime-switching jump-augmented Vasicek model via stochastic flows (2010)Bond pricing under a Markovia…EFFICIENT CAPITAL MARKETS: A REVIEW OF THEORY AND EMPIRICAL WORK* (1970)A Closed-Form Solution for Options with Stochastic Volatility with Applications to Bond and Currency Options (1993)Autoregressive Conditional Heteroscedasticity with Estimates of the Variance of United Kingdom Inflation (1982)Generalized autoregressive conditional heteroskedasticity (1986)Conditional Heteroskedasticity in Asset Returns: A New Approach (1991)Asymmetric correlations of equity portfolios (2002)International Asset Allocation With Regime Shifts (2002)Forecasting Volatility in Financial Markets: A Review (2003)The Typical Spectral Shape of an Economic Variable (1966)AN INTRODUCTION TO LONG‐MEMORY TIME SERIES MODELS AND FRACTIONAL DIFFERENCING (1980)THE ESTIMATION AND APPLICATION OF LONG MEMORY TIME SERIES MODELS (1983)Empirical properties of asset returns: stylized facts and statistical issues (2001)Trends and random walks in macroeconmic time series (1982)Co-Integration and Error Correction: Representation, Estimation, and Testing (1987)The Great Crash, the Oil Price Shock, and the Unit Root Hypothesis (1989)ARCH modeling in finance (1992)Introductory Econometrics for Finance (2008)The Cost of Capital, Corporation Finance and the Theory of Investment (1958)CAPITAL ASSET PRICES: A THEORY OF MARKET EQUILIBRIUM UNDER CONDITIONS OF RISK* (1964)Theory of the firm: Managerial behavior, agency costs and ownership structure (1976)ON THE PRICING OF CORPORATE DEBT: THE RISK STRUCTURE OF INTEREST RATES* (1974)Option pricing when underlying stock returns are discontinuous (1976)Bond Pricing and the Term Structure of Interest Rates: A New Methodology for Contingent Claims Valuation (1992)Modeling Term Structures of Defaultable Bonds (1999)The Determinants of Credit Spread Changes (2001)Corporate Yield Spreads: Default Risk or Liquidity? New Evidence from the Credit Default Swap Market (2004)Analysis of Inventory Systems. (1964)Optimal Lot Sizing, Process Quality Improvement and Setup Cost Reduction (1986)Dynamic Version of the Economic Lot Size Model (2004)Models for production planning under uncertainty: A review (2006)Perspectives in supply chain risk management (2006)OR/MS models for supply chain disruptions: a review (2015)A Theory of the Term Structure of Interest Rates (1985)Arbitrage Theory in Continuous Time (1998)Explaining the Rate Spread on Corporate Bonds (2001)Term Structures of Credit Spreads with Incomplete Accounting Information (2001)Has the U.S. Economy Become More Stable? A Bayesian Approach Based on a Markov-Switching Model of the Business Cycle (1999)A Manifesto on Psychology as Idiographic Science: Bringing the Person Back Into Scientific Psychology, This Time Forever (2004)Modeling the price dynamics of CO2 emission allowances (2008)Multivariate Stochastic Variance Models (1994)Bayesian Analysis of Stochastic Volatility Models (2002)
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References

  • 1973The Pricing of Options and Corporate Liabilities29,064 cited
  • 1989A New Approach to the Economic Analysis of Nonstationary Time Series and the Business Cycle9,681 cited
  • 1968Fractional Brownian Motions, Fractional Noises and Applications7,658 cited
  • 2005Theory of rational option pricing7,161 cited
  • 1995Pricing Derivatives on Financial Securities Subject to Credit Risk1,934 cited
  • 1996Modeling the conditional distribution of interest rates as a regime-switching process1,492 cited
  • 1997A Markov Model for the Term Structure of Credit Risk Spreads1,476 cited
  • 2007Modelling Financial Time Series1,415 cited
  • 2000State-Space Models with Regime-Switching: Classical and Gibbs Sampling Approaches with Applications1,153 cited
  • 1995Lot Sizing with Random Yields: A Review941 cited
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  • 1997Arbitrage with Fractional Brownian Motion590 cited
  • 1979Empirical regularities in the behavior of exchange rates and theories of the foreign exchange market502 cited
  • 1983Introduction to Stochastic Integration454 cited
  • 1989Market efficiency and cointegration: an application to the sterling and deutschemark exchange markets

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408 cited
  • 2002Expected shortfall and beyond408 cited
  • Cited by

    • 2011Efficient estimation of Markov regime-switching models: An application to electricity spot prices95 cited
    • 2012A radial basis collocation method for pricing American options under regime-switching jump-diffusion models60 cited
    • 2010Bond pricing under a Markovian regime-switching jump-augmented Vasicek model via stochastic flows52 cited
    • 2024Dynamic datasets and market environments for financial reinforcement learning46 cited
    • 2013A dynamic analysis of stock markets using a hidden Markov model41 cited
    • 2013Pricing variance swaps under a stochastic interest rate and volatility model with regime-switching35 cited
    • 2018Hidden Markov and Semi-Markov Models with Multivariate Leptokurtic-Normal Components for Robust Modeling of Daily Returns Series35 cited
    • 2017Resource extraction with a carbon tax and regime switching prices: Exercising your options31 cited
    • 2012Longevity bond pricing under stochastic interest rate and mortality with regime-switching31 cited
    • 2021Early warning or too late? A (pseudo-)real-time identification of leading indicators of financial stress30 cited
    • 2012Pricing bond options under a Markovian regime-switching Hull–White model28 cited
    • 2013Can social microblogging be used to forecast intraday exchange rates?27 cited
    • 2022Supply Sequence Modelling Using Hidden Markov Models24 cited
    • 2012Exploring the Rhythm of the Palestrina Style10 cited