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mi query mi set mlong quietly misstable summarize log_accessions diff_minority deprivationindex pctbachelors pctmasters pctdoctorate pctturnover unemploymentrate15_oecd, generate (miss_) describe miss_* mi register imputed log_accessions diff_minority pct_maori deprivationindex pctbachelors pctmasters pctdoctorate pctturnover unemploymentrate15_oecd mi register regular employmentrate15_oecd mean_earn_nzstatmi impute mvn log_accessions pct_maori pctbachelors pctmasters pctdoctorate deprivationindex pctturnover unemploymentrate15_oecd, add(20) rseed (1234) mi estimate, saving (olsest2): reg $ylist diff_minority deprivationindex pctbachelors pctmasters pctdoctorate pctturnover unemploymentrate15_oecd policyscore##funding##postcanterbury
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mi estimate, saving (ols): reg $ylist diff_minority deprivationindex pctbachelors pctmasters pctdoctorate pctturnover unemploymentrate15_oecd policyscore#funding#postcanterbury Multiple-imputation estimates Imputations = 20 Linear regression Number of obs = 26 Average RVI = 0.1554 Largest FMI = 0.4478 Complete DF = 15 DF adjustment: Small sample DF: min = 7.57 avg = 11.25 max = 13.28 Model F test: Equal FMI F( 10, 12.7) = 4.20 Within VCE type: OLS Prob > F = 0.0096 ---------------------------------------------------------------------------------------------------- log_accessions | Coef. Std. Err. t P>|t| [95% Conf. Interval] -----------------------------------+---------------------------------------------------------------- diff_minority | -.3833525 .8673539 -0.44 0.666 -2.253172 1.486467 deprivationindex | .0433965 .0156211 2.78 0.015 .0096986 .0770944 pctbachelors | -.0136013 .0548682 -0.25 0.811 -.1413866 .114184 pctmasters | .1554737 .1071908 1.45 0.175 -.0809909 .3919383 pctdoctorate | -.1303299 .1012635 -1.29 0.225 -.3540136 .0933537 pctturnover | -.0194386 .0758147 -0.26 0.802 -.1843108 .1454336 unemploymentrate15_oecd | -.0868002 .1196383 -0.73 0.483 -.3495745 .1759741 | policyscore#funding#postcanterbury | 0 0 1 | 0 (omitted) 0 1 0 | .6229431 .4451461 1.40 0.185 -.3374752 1.583361 0 1 1 | 0 (omitted) 1 0 0 | 0 (empty) 1 0 1 | .0101002 .4038377 0.03 0.980 -.8671615 .887362 1 1 0 | 0 (empty) 1 1 1 | .6662499 .5448059 1.22 0.246 -.525413 1.857913 | _cons | 10.27254 2.496735 4.11 0.004 4.482924 16.06216 ----------------------------------------------------------------------------------------------------
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. mi describe Style: mlong last mi update 15sep2020 10:44:27, approximately 1 minute ago Obs.: complete 24 incomplete 144 (M = 20 imputations) --------------------- total 168 Vars.: imputed: 9; log_accessions(24) diff_minority(142) deprivationindex(126) pctbachelors(142) pctmasters(142) pctdoctorate(142) pctturnover(24) unemploymentrate15_oecd(14) pct_maori(142) passive: 0 regular: 2; employmentrate15_oecd mean_earn_nzstat system: 3; _mi_m _mi_id _mi_miss (there are 67 unregistered variables)
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. sum $xlist $ylist Variable | Obs Mean Std. Dev. Min Max -------------+--------------------------------------------------------- diff_minor~y | 2,906 .6226473 .2442557 -.2052834 1.466744 deprivatio~x | 2,922 6.849442 9.205344 -24.29531 42.14392 pctbachelors | 2,906 45.54763 5.907764 20.81843 69.3688 pctmasters | 2,906 7.798592 2.991676 -4.717332 19.29404 pctdoctorate | 2,906 2.407225 2.249541 -6.408797 11.34198 -------------+--------------------------------------------------------- pctturnover | 3,024 16.32659 2.005034 10.6232 22.9954 unemployme~d | 3,034 5.340202 1.58543 -.0036189 10.17787 policyscore | 3,048 .5964567 .4906884 0 1 funding | 3,048 .0695538 .2544353 0 1 postcanter~y | 3,048 .6929134 .4613613 0 1 -------------+--------------------------------------------------------- log_access~s | 3,024 9.936792 .6676036 7.808344 13.75531
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