Title :
Circular measurement data modeling and statistical processing in LabView
Author :
Kuts, Yury V. ; Shengur, Svetlana V. ; Shcerbak, Leonid N.
Author_Institution :
Nat. Aviation Univ., Kiev, Ukraine
Abstract :
The paper represents methods and the software for modeling and statistical proceeding of some common circular data analysis tasks. These tasks include computation of sample circular estimates such as mean direction, median, mode, variance, range, trigonometric moments, skewness, kurtosis and their confidence intervals.
Keywords :
statistical analysis; virtual instrumentation; LabView; circular estimation; circular measurement data modeling processing; circular measurement data processing; kurtosis; median; mode; range; skewness; trigonometric moments; variance; Accuracy; Approximation methods; Computational modeling; Data models; Estimation; Gaussian distribution; Software; Johnson distribution; approximation; bootstrap; confidence interval; generation; random circle; sample circular characteristic;
Conference_Titel :
Microwaves, Radar and Remote Sensing Symposium (MRRS), 2011
Conference_Location :
Kiev
Print_ISBN :
978-1-4244-9641-9
DOI :
10.1109/MRRS.2011.6053664