Nonparametric density estimation for circular data
circkdensity varname [if exp] [in range] [ , h(#) genpdf(newvar1) gendeg(newvar2) line_options ]
Description
circkdensity produces and graphs nonparametric density estimates for circular variables with scales between 0 and 360 degrees. The kernel is a quartic or biweight kernel with a half-width given by h(). See Fisher (1993) for more details and discussion. The estimate is produced for min(_N, 360) equally spaced angles on the circle. Note that circkdensity is not implemented using kdensity.
Options
h() specifies the half-width of the kernel in degrees. The default is 30.
genpdf() specifies the name of a new variable in which probability density estimates are to be stored.
gendeg() specifies the name of a new variable in which equally spaced angles are to be stored.
line_options are any of the options allowed with line.
Examples
. circkdensity wallasp
. circkdensity wallasp, h(45) genpdf(wallpdf) gendeg(deg)
Author
Nicholas J. Cox, University of Durham, U.K. n.j.cox@durham.ac.uk
References
Fisher, N.I. 1993. Statistical analysis of circular data. Cambridge: Cambridge University Press.
Also see
On-line: help for circhistogram