
ERRPDFName:
Dataplot supports another distribution that is also called the exponential power distribution. This is a different distribution than the one described here (enter HELP PEXPDF for details).
The standard error distribution has the following probability density function:
with and denoting the gamma function (HELP GAMMA for details) and the shape parameter, respectively. For = 1 and = 2, the error distribution is equivalent to the double exponential and normal distribution, respectively. As goes to infinity, the error distribution approximates a uniform distribution. For applications, values of between 1 and 6 are typically of most interest. The error distribution is sometimes used in simulation studies because it provides a symmetric distribution with widely varying kurtosis. The error distribution can be generalized with location and scale parameters in the usual way.
<SUBSET/EXCEPT/FOR qualification> where <x> is a variable, a number, or a parameter; <alpha> is a number or parameter specifying the shape parameter; <loc> is a number or parameter that specifies the value of the location parameter; <scale> is a number or parameter that specifies the value of the scale parameter; <y> is a variable or a parameter (depending on what <x> is) where the computed error pdf value is stored; and where the <SUBSET/EXCEPT/FOR qualification> is optional. Note that the location and scale parameters are optional.
LET X2 = ERRPDF(X1,A) PLOT ERRPDF(X,1.5) FOR X = 3 0.01 3
LET Y = ERROR RANDOM NUMBERS FOR I = 1 1 N ERROR PROBABILITY PLOT Y ERROR KOLMOGOROVSMIRNOV GOODNESS OF FIT TEST Y ERROR CHISQUARE GOODNESS OF FIT TEST Y You can estimate the parameters of an error distribution by generating a ppcc or KolmogorovSmirnov plot:
LET ALPHA2 = <value> ERROR PPCC PLOT Y ERROR KS PLOT Y The default values of ALPHA1 and ALPHA2 are 1 and 5, respectively.
"Statistical Distributions", Third Edition, Evans, Hastings, and Peacock, Wiley, 2000. "Continuous Univariate DistributionsVolume 2, Second Edition", Johnson, Kotz, and Balakrishnan, Wiley, 1994.
Y1LABEL Probability X1LABEL X LABEL CASE ASIS X1LABEL DISPLACEMENT 12 Y1LABEL DISPLACEMENT 12 MULTIPLOT 2 2 MULTIPLOT CORNER COORDINATES 0 0 100 100 MULTIPLOT SCALE FACTOR 2 TITLE AUTOMATIC PLOT ERRPDF(X,1) FOR X = 5 0.01 5 PLOT ERRPDF(X,1.5) FOR X = 5 0.01 5 PLOT ERRPDF(X,2) FOR X = 5 0.01 5 PLOT ERRPDF(X,4) FOR X = 5 0.01 5 END OF MULTIPLOT
Date created: 7/7/2004 