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From |
Steve Samuels <sjsamuels@gmail.com> |

To |
statalist@hsphsun2.harvard.edu |

Subject |
Re: st: merging datasets |

Date |
Mon, 20 Feb 2012 09:05:43 -0500 |

Kyleigh Schraeder: As a start, I assume that by "small sample", you mean a small survey sample, with its own survey structure. If not, see below. The trick is to combine the two data sets in such a way so that you can -svyset- the combination and apply Stata's survey commands. This is the standard approach for combining two independent samples. Suppose the -svyset- statement for large survey data set is: ************************ svyset psu [pw = myweight], strata(stratumvar) ************************ In what follows, I use the prefix "small_" for variables from the small data set. If the small sample was not a survey sample, then for "small_psu" use "_n" and for "small_weight" use "1". It is crucial to assign a stratum number for the small sample that is not present in the large sample. ************************************** use small_data, clear gen psu = small_psu gen int stratumvar = small_stratum+10000 // a stratum number not in the large sample gen myweight = small_weight gen samptype = 1 append using large_data replace samptype = 2 if sample==. label define samptype 1 "small" 2 "national" label values samptype samptype svyset psu [pw = myweight], stratum(stratumvar) save combo, replace ************************************** Then do any survey command for comparing the two samples, e.g. ************************ svy: reg myoutcome i.samptype ************************* Hypothesis tests are often not appropriate for comparing descriptive statistics of two finite populations, because no specific groups of people can expected to have _identical_ means or other statistics. For references, see: http://www.stata.com/statalist/archive/2011-09/msg01121.html. Confidence intervals provide a satisfying alternative. Steve sjsamuels@gmail.com On Feb 19, 2012, at 6:03 PM, Kyleigh Schraeder wrote: I would like to compare means and percentages from a small sample dataset to a large population national dataset. The population dataset has population weights. I have stset the population dataset but I need to merge the two datasets in order to run analyses. I am wondering how I can merge the two datasets but still apply the population weights to the large dataset beforehand (and not apply the population weights to the small sample). Thanks for your help, KS * * For searches and help try: * http://www.stata.com/help.cgi?search * http://www.stata.com/support/statalist/faq * http://www.ats.ucla.edu/stat/stata/ * * For searches and help try: * http://www.stata.com/help.cgi?search * http://www.stata.com/support/statalist/faq * http://www.ats.ucla.edu/stat/stata/

**Follow-Ups**:**Re: st: merging datasets***From:*Kyleigh Schraeder <kyschraeder@gmail.com>

**References**:**st: merging datasets***From:*Kyleigh Schraeder <kyschraeder@gmail.com>

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