The variance inflation factor to account for correlations in likelihood ratio tests: deformation analysis with terrestrial laser scanners

نویسندگان

چکیده

Abstract The measurement noise of a terrestrial laser scanner (TLS) is correlated. Neglecting those correlations affects the dispersion parameters when TLS point clouds are mathematically modelled: statistical tests for detection outliers or deformation become misleading. account is, thus, mandatory to avoid unfavourable decisions. Unfortunately, fully populated variance covariance matrices (VCM) often associated with computational burden. To face that challenge, one answer rescale diagonal VCM simple und physically justifiable inflation factor (VIF). Originally developed short-range correlation model, we extend VIF long-range dependence coming from, example, atmospheric turbulent effects. validation performed congruency test Monte Carlo simulations. Our real application uses data from bridge under load.

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ژورنال

عنوان ژورنال: Journal of geodesy

سال: 2022

ISSN: ['1432-1394', '0949-7714']

DOI: https://doi.org/10.1007/s00190-022-01654-5