.- help for random number generators (STB-28: sg44; STB-41: sg44.1) .- Random number generators ------------------------ Student's t: ^rndt^ obs df Chi-square: ^rndchi^ obs df F: ^rndf^ obs df_n df_d log normal: ^rndlgn^ obs mean var Poisson: ^rndpoi^ obs mean ^rndpoix^ [ mu ] binomial: ^rndbin^ obs prob numb ^rndbinx^ [ prob ] den Gamma: ^rndgam^ obs shape scale ^rndgamx^ [mu], s(#) inverse Gaussian: ^rndivg^ obs mean sigma ^rndivgx^ [mu], s(#) exponential: ^rndexp^ obs shape Weibull: ^rndwei^ obs shape scale Beta binomial: ^rndbb^ obs denom prob k Description ----------- The programs listed above generate random numbers for a variety of important distributions. In the syntax diagrams, ^obs^ indicates the number of observations to be generated. The other parameters are self-explanatory. Commands whose names end in ^x^ provide the capability to model a complete synthetic data set. Examples -------- . ^rndbin 20000 .5 1^ . ^set obs 50000^ . ^generate x1 = abs(invnorm(uniform())^ . ^generate x2 = abs(invnorm(uniform())^ . ^generate lp = 1 + .5*x1 - .25*x2^ . ^generate mu = exp(lp)^ . ^rndpoix mu^ Authors ------- Joseph Hilbe Department of Sociology Arizona State University Tempe, AZ 85287 atjmh@@asuvm.inre.asu.edu Walter Linde-Zwirble Health Outcomes Techniologies, 350 S. Main St, #109 Doylestown, PA 19901 walterl22@@aol.com Also see -------- STB: STB-41 sg44.1, STB-28 sg44