Detection of outliers in functional relationship model for circular variables via complex form
|
|
|
|
|
|
|
|
نویسنده
|
hussin a.g. ,abuzaid a.
|
|
منبع
|
pakistan journal of statistics - 2012 - دوره : 28 - شماره : 2 - صفحه:205 -216
|
|
چکیده
|
In this paper we consider the problem of outliers for the functional relationship model of circular variables by transforming the circular data to continuous or real line data set via complex form. the covratio statistic is extended from the linear regression models to the proposed model to detect any possible outliers. the cut-off points are obtained and the power of performance is examined by simulation studies. the model is illustrated with an application to the analysis of wind direction data recorded by two different techniques and the detection procedure of outliers is implied. © 2012 pakistan journal of statistics.
|
|
کلیدواژه
|
Circular variable; COVRATIO statistic; Outlier; Straight line fitting; Wind data
|
|
آدرس
|
centre for foundation studies in science, Malaysia, institute of mathematical sciences, Malaysia
|
|
|
|
|
|
|
|
|
|