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Titel Missing data and the accuracy of magnetic-observatory hour means
VerfasserIn J. J. Love
Medientyp Artikel
Sprache Englisch
ISSN 0992-7689
Digitales Dokument URL
Erschienen In: Annales Geophysicae ; 27, no. 9 ; Nr. 27, no. 9 (2009-09-29), S.3601-3610
Datensatznummer 250016654
Publikation (Nr.) Volltext-Dokument vorhandencopernicus.org/angeo-27-3601-2009.pdf
 
Zusammenfassung
Analysis is made of the accuracy of magnetic-observatory hourly means constructed from definitive minute data having missing values (gaps). Bootstrap sampling from different data-gap distributions is used to estimate average errors on hourly means as a function of the number of missing data. Absolute and relative error results are calculated for horizontal-intensity, declination, and vertical-component data collected at high, medium, and low magnetic latitudes. For 90% complete coverage (10% missing data), average (RMS) absolute errors on hourly means are generally less than errors permitted by Intermagnet for minute data. As a rule of thumb, the average relative error for hourly means with 10% missing minute data is approximately equal to 10% of the hourly standard deviation of the source minute data.
 
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