The default number is a missing value, which indicates no restriction on the maximum for the corresponding variable The MAXIMUM= option is related to the MINIMUM= and ROUND= options, which are used to make the imputed values more consistent with the observed variable values. See the ‘Input Data Sets’ section on page 2558 for a description of this data set. When the TIMEPLOT is specified without the preceding options, the procedure displays plots of means for all variables are used. For more information, refer to the chapter ‘The GREPLAY Procedure’ in SAS/GRAPH Software: Reference .
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Specify the BY statement option NOTSORTED or DESCENDING in the BY statement for the MI procedure. When the CLASS variables are listed in the like it statement, their corresponding roundoff units are not used. The MCMC statement uses a Markov chain Monte Carlo method to impute values for a data set with an arbitrary missing pattern, assuming a multivariate normal distribution for the data. REG REGRESSION ( imputed = effects / DETAILS ) specifies the regression method of continuous variables. For each More about the author the change is a relative change if the parameter is greater than 0.
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. SYMBOL= value specifies the symbol for data points in percentage screen units. The default is CSYMBOL=BLACK. The following seven options are available with the EM statement. The DETAILS option displays the regression coefficients in the logistic regression model used in each imputation. 01 in absolute value; otherwise, it is an absolute change.
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For example, the statement requests autocorrelation function plots for the means and variances of the variable y1 , respectively. Refer to the chapter titled ‘The FORMAT Procedure’ in the SAS Procedures Guide . By default, CONVERGE=1E-4. The character variables are allowed only when they are specified as CLASS variables and the MONOTONE statement is also specified. HSYMBOL= number specifies the height for data points in percentage screen units. When an intended imputed value is greater than the maximum, PROC MI redraws another value for imputation.
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The default is INITIAL=EM. variable1*variable2 ) displays plots of variances for variables in the list and covariances for pairs of variables in the list. 25. The option DESCENDING reverses the sorting order for the levels of the response variables. You must also specify a VAR statement and the data set must have a monotone missing pattern with variables ordered in the VAR list. The default is CCONF=BLACK.
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If only one number is specified, that number is used for all variables. You can specify the following methods in a MONOTONE statement. The options are transformation options that provide additional information for the transformation. The K= option specifies the number of closest observations to be used in the selection. The available display-options are: CCONNECT= color specifies the color for the line segments that connect data points in the time-series plots. By default, this area is not filled.
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. MU0= numbers THETA0= numbers specifies the parameter values under the null hypothesis = for the population means corresponding to the analysis variables. OUT= SAS-data-set creates an output SAS data set containing imputation results. When both MONOTONE and MCMC statements are specified, the MONOTONE statement is not used. .