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Integrated ACD models can imply infinite-mean durations
Asymptotic theory for integrated autoregressive conditional duration models reveals infinite-mean trading intervals in cryptocurrency ETFs, requiring new inference methods.
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Dynamic likelihood estimation can improve hazard rate fitting
Semiparametric method for hazard rate estimation combining parametric efficiency with nonparametric flexibility through dynamic local likelihood smoothing
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RNN-based distortion models improved CAT bond pricing
Catastrophe bond pricing framework combining distortion operator theory with recurrent neural networks, capturing discontinuous repricing and tail-risk compensation.
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Asymptotic theory of range-based multipower variation
Realized range-based multipower variation theory for jump-robust volatility estimation in sparse high-frequency asset price data with microstructure noise considerations.