Recodes, dummy variables, and product terms can be generated temporarily within the program itself, so that the user will not have to create such variables before running a regression.
Ordinarily this program is invoked by the Web interface for the SDA programs, and the user does not have to deal with the keywords given in this document. Output from the program is in HTML, which can be viewed with a Web browser.
It is also possible to run the program directly by preparing a command file, which specifies the variables to be analyzed and the options to use. This document explains how to prepare such a file. The name of this batch command file is specified to the program after the ‘-b’ option flag.
Keyword Possible Specification Default (if no keyword) _____________________________________________________________________ COefficients= PROBIT Calculate logit regression coefficients and results STUdy= path of dataset directory Look for variables in current directory only SAvefile= filename to receive output Output sent to screen (overwrites existing file) (standard output) DEP= name of dependent variable REQUIRED INDep= names of independent vars REQUIRED (separated by spaces/commas) Weight= name of weight variable No weighting Filter= name(s) and codes of filter No filter variable(s) STRatum= name of variable giving No stratification for sample stratum computing standard errors $1: Force one stratum CLuster= name of variable giving No cluster variable for sample cluster computing standard errors GVARCase= LOWER or UPPER No force to lower/upper case DUMMYgenmax= A number between 1 and 100 Max of 25 dummy vars can be (max dummy vars) generated by the "m:" syntax for a single categorical var NDEcimals= number of decimals for main 3 decimal places results (coefficients, SE’s)
Keyword Possible Specification Default (if no keyword) _____________________________________________________________________ COLORcoding= Yes No color coding of coefficients or headings LAnguagefile= Name of file with non-English English labels on labels and messages output RUNtitle= Title or comments for run No title or comments SHORTlist= Yes Output list of all independent variables TExt= Yes No text for variables
You can specify the desired number of decimal places in parentheses for univariate statistics and ’BPRODuct’ if the default, listed below, is not satisfactory. Note, however, that the number of decimals specified for ’BPRODuct’ will override the number specified for ’UNIvariate’.
Keyword Possible Specification Default (if no keyword) _____________________________________________________________________ OTHERstats= TTests (ndec) No T-tests EXPB No exp(B) for logit FTest (ndec) No Global F-test UNIvariate (ndec) No univariate statistics BPRODuct (ndec) No B*Mean statistics COEFF (ndec) No covar of coefficients matrix CONF (90, 95, or 99) No confidence intervals (’CONF’ alone gives 95% CI)
Keyword Possible Specification Default (if no keyword) _____________________________________________________________________ ASCiifile= Name of file for ascii output Only HTML output (for diagnostic purposes) MAXIter= Maximum number of iterations 15 NOVerbose= Yes Report results of each iteration in the ASCII output file (if ’ASCiifile=’ is specified) TOLerance= Tolerance for convergence .0001
To change the number of decimals for the other (optional) statistics, put the desired number of decimals in parentheses after specifying the statistic. Note that requesting the BPRODUCT statistics will force the output of the univariate statistics as well. And the specification of decimal places for the BPRODUCT statistics will override any specification of decimal places for the univariate statistics.
study = /sa/testdata dep = spend(d:1-2) indep = age, educ gender savefile = mylogit.htm -----------------------------------# Run a probit regression, with t-tests and univariate statistics.
dep = spend(d:1-2) indep = age(18-30) educ gender coefficients = probit otherstats = ttests otherstats = univariate weight= wtvar filters= var21(1-3) var30(1) text = yes savefile = mylogit.htm