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Purpose

Testing several approaches for implied volatility modeling and forecasting.

Design/methodology/approach

Comparative empirical study with four traded options.

Findings

Non-parametric higher-order spline is better than parametric stochastic volatility inspired (SVI) in China.

Research limitations/implications

Our results imply that even though popular on Wall Street, SVI seems not to be utilized by traders and market-makers in China.

Practical implications

Traders may consider higher-order spline as a better method for implied volatility modeling and forecasting.

Originality/value

Propose to model and forecast implied volatility via the fifth-order spline interpolation as a first; initiates studies of the empirical performance of SVI and the fifth-order spline models in implied volatility modeling and forecasting.

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