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RANDOM SAMPLING IN SAS: Using PROC SQL and PROC …

Monique ArdizziTransUnion CanadaRANDOM SAMPLING IN SAS: Using PROC SQL and PROC SURVEYSELECTOCTOBER 20152| Trans Union of Canada, Inc. All Rights Reserved Why Sample? SAMPLING Terminology Example Problem: BWeightsDataset in SAShelp Simple RANDOM SAMPLING Using PROC SQL and PROC SURVEYSELECT Stratified RANDOM SAMPLING Using PROC SQLand PROC SURVEYSELECT Summary and Comparison of Methods Q&AAgenda: 3| Trans Union of Canada, Inc. All Rights ReservedNot practical or not possible to have data on the entire population of interest For example, determining the average height of men in North AmericaComputational and physical constraints You may not have enough space to store such a large dataset You can save time and money Data requests are likely charged based on volume ( Stats Canada) Testing Purposes For example, testing your programWhy Sample?4| Trans Union of Canada, Inc. All Rights ReservedSAMPLE a subset of the populationSAMPLING the selection process used the extract the sample PROBABILITY SAMPLING a SAMPLING method where each unit in the population is given a known probability of selection and a RANDOM mechanism is used to select specific units for the sampleSampling Terminology 1015| Trans Union of Canada, Inc.

SQL SRS % SQL SRS # SurveySelect SRS % SurveySelect SRS # Stratified SQL Stratified SurveySelect, Proportional Allocation Sample Average Birthweight True Average Birthweight 3377 3397 3417 3437 3457 3477 SQL SRS % SQL SRS # SurveySelect SRS % Stratified SQL SurveySelect, Proportional Sample Average Male Birthweight True Average Male Birthweight ...

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