A unified multiplier bootstrap is proposed for asymptotically valid joint simultaneous confidence bands in time series functional linear regression under roughness penalization, shown to be robust to inconsistent variance estimation.
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Simultaneous Inference for Time Series Functional Linear Regression
A unified multiplier bootstrap is proposed for asymptotically valid joint simultaneous confidence bands in time series functional linear regression under roughness penalization, shown to be robust to inconsistent variance estimation.