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A new class of functional conditional autoregressive models

stat.ME · 2026-05-21 · unverdicted · novelty 7.0

Introduces conditional autoregressive models for spatially dependent functional data with consistent covariance estimation via conditional centering and superconsistent, asymptotically normal estimation of the spatial dependence parameter under an expanding lattice.

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  • A new class of functional conditional autoregressive models stat.ME · 2026-05-21 · unverdicted · none · ref 53

    Introduces conditional autoregressive models for spatially dependent functional data with consistent covariance estimation via conditional centering and superconsistent, asymptotically normal estimation of the spatial dependence parameter under an expanding lattice.