Technometrics · 1981 · 206 citations · 6 references
ComputingData ScienceSpatial Data AnalysisSpatial StatisticsStatisticsLocation AnalysisMaximum Likelihood EstimationPoint LocationSignal Detection TheoryBearing EstimationBearingsCrash AnalysisDirection FindingLocation EstimationMedian RegressionPosition EstimationSource Position Estimation
Abstract If an airplane crashes, an emergency locator transmitter (ELT) is activated. The crash site can then be located by taking bearings on the ELT signal. The statistical problem consists of estimating a two-dimensional location parameter, where the data consist of directional bearings observed, with some error, from several known positions. We develop methods for estimating location for several variations of the basic problem: unidirectional and bidirectional observations, biased observations, and finally, techniques that are insensitive to outliers. These methods can easily be implemented on a portable microcomputer, and seem to perform quite well when applied to some actual data. KEY WORDS: Directional dataDirection findingRobust proceduresM-estimation; OuthersRepeated median regression
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Robust Estimation of a Location Parameter
Peter J. Huber · The Annals of Mathematical Statistics · 1964 · 7K citations · Full text
Statistics of Directional Data.
D. V. Gokhale, K. V. Mardia · Biometrics · 1973 · 2.5K citations
Statistics of Directional Data
G. S. Watson, K. V. Mardia · Technometrics · 1973 · 1.2K citations