Results of Various Iterations of Regressions

CategoryCoef. Name# Times RegressedSign% Inconsistent SignPercent Consistent and Significant at 5%Sandwich: Percent Consistent and Significant at 5%Sandwich: Median P-value
Demographic FieldEd2HSDiplomaOnlyPct-1168360.0%100.0%100.0%0.0%
Demographic FieldLargePopCountiesTop6571168360.0%100.0%100.0%0.0%
Demographic FieldWhiteNonHispanicTop657-1168360.0%100.0%100.0%0.0%
Demographic FieldRuralUrbanContinuumCode2013-1168360.0%100.0%100.0%0.0%
Demographic FieldRuralUrbanContinuumCode2003-1168360.0%100.0%100.0%0.0%
Demographic FieldHiCreativeClass20001168360.0%100.0%100.0%0.0%
Demographic FieldPctEmpManufacturing-1168360.0%100.0%100.0%0.0%
Demographic FieldPopChangeRate10191168360.0%100.0%100.0%0.0%
Demographic FieldMetro_Adjacent2013-1168360.0%100.0%100.0%0.0%
Demographic FieldEd4AssocDegreePct-1168360.0%100.0%100.0%0.0%
Demographic FieldForeignBornAfricaPct1168360.0%100.0%100.0%0.0%
Demographic FieldManufacturingDependent2000-1168360.0%100.0%100.0%0.0%
Demographic FieldNaturalChangeRate10191168360.0%100.0%100.0%0.0%
Demographic FieldPctEmpFIRE1168360.0%100.0%100.0%0.0%
Demographic FieldWhiteNonHispanicPct2010-1168360.0%100.0%99.9%0.0%
Demographic FieldHH65PlusAlonePct-1168360.0%100.0%99.9%0.0%
Demographic FieldEd5CollegePlusPct1168360.0%100.0%99.9%0.0%
Demographic FieldNaturalChangeRate00101168360.0%100.0%99.8%0.0%
Demographic FieldAge65AndOlderPct2010-1168360.0%100.0%99.7%0.0%
Demographic FieldOwnHomePct-1168360.0%99.9%99.6%0.0%
Demographic FieldPctEmpChange10191168360.1%99.7%99.5%0.0%
Demographic FieldMetro20031168360.0%99.9%99.3%0.0%
Demographic FieldEconomicDependence20001168360.1%99.7%99.0%0.0%
Demographic FieldBlackNonHispanicPct20101168360.6%99.1%98.9%0.0%
Demographic FieldMicropolitan2003-1168361.1%98.8%98.8%0.0%
Demographic FieldMicropolitan2013-1168361.1%98.8%98.8%0.0%
Demographic FieldPctEmpServices1168360.1%99.8%98.7%0.0%
Demographic FieldType_2015_Farming_NO-1168360.0%97.2%98.7%0.0%
Demographic FieldImmigration_Rate_2000_20101168360.1%99.5%98.3%0.0%
Demographic FieldUnempRate2010-1168361.0%98.9%98.2%0.0%
Demographic FieldType_2015_Manufacturing_NO-1168360.4%98.9%98.0%0.0%
Demographic FieldMedHHInc1168361.2%98.0%97.8%0.0%
Demographic FieldUrbanInfluenceCode2003-1168362.1%97.8%97.8%0.0%
Demographic FieldUrbanInfluenceCode2013-1168362.1%97.8%97.8%0.0%
Demographic FieldNoncore2013-1168361.3%97.8%97.8%0.0%
Demographic FieldPerCapitaInc1168362.1%97.8%97.7%0.0%
Demographic FieldPctEmpInformation1168360.9%98.5%97.7%0.0%
Demographic FieldForeignBornPct1168360.6%98.8%97.6%0.0%
Demographic FieldBlackNonHispanicTop6571168360.3%98.1%97.6%0.0%
Demographic FieldLow_Employment_2015_update-1168360.2%99.3%97.1%0.0%
Demographic FieldPopChangeRate18191168362.1%97.7%97.1%0.0%
Demographic FieldForeignBornAsiaPct1168361.4%98.4%96.9%0.0%
Demographic FieldNetMigrationRate10191168362.2%97.6%96.9%0.0%
Demographic FieldPopChangeRate00101168361.8%97.4%96.7%0.0%
Demographic FieldForeignBornAfricaNum1168360.2%99.7%96.7%0.0%
Demographic FieldPopulation_loss_2015_update-1168360.0%99.9%96.7%0.0%
Demographic FieldUnempRate2019-1168361.2%97.8%96.2%0.0%
Demographic FieldAvgHHSize1168362.4%97.1%96.2%0.0%
Demographic FieldOverAge65PercentTop657-1168364.1%95.7%95.7%0.0%
Demographic FieldSmallPopCountiesTop657-1168362.4%95.3%95.7%0.0%
Demographic FieldPctEmpAgriculture-1168360.6%97.2%95.6%0.0%
Demographic FieldPovertyUnder18Pct-1168364.3%95.6%94.7%0.0%
Demographic FieldUnder18Pct20101168364.5%95.0%94.6%0.0%
Demographic FieldForeignBornCentralSouthAmPct1168361.5%97.3%93.9%0.0%
Demographic FieldType_2015_Nonspecialized_NO1168360.1%97.6%93.9%0.0%
Demographic FieldPovertyAllAgesPct-1168365.3%94.4%93.3%0.0%
Demographic FieldPctEmpTrade-1168362.9%95.7%93.3%0.0%
Demographic FieldNetMigrationRate00101168364.5%94.2%93.3%0.0%
Demographic FieldPctEmpTrans-1168363.3%95.4%93.3%0.0%
Demographic FieldNet_International_Migration_Rate_2010_20191168360.4%97.8%92.9%0.1%
Demographic FieldUnempRate2011-1168362.9%95.8%92.6%0.0%
Demographic FieldDeep_Pov_Children-1168365.3%93.6%92.3%0.0%
Demographic FieldAsianNonHispanicPct20101168362.9%96.9%92.0%0.0%
Demographic FieldWhiteNonHispanicNum20101168360.2%99.5%91.0%0.1%
Demographic FieldForeignBornEuropePct1168363.6%95.6%90.4%0.0%
Demographic FieldForeignBornMexPct1168363.2%94.8%89.6%0.0%
Demographic FieldRecreationDependent2000-1168367.2%89.1%89.1%0.0%
Demographic FieldPctEmpMining-1168361.4%92.1%89.0%0.0%
Demographic FieldLandAreaSQMiles20101168362.5%94.3%88.7%0.0%
Demographic FieldFarmDependent2003-1168367.6%86.9%88.3%0.0%
Demographic FieldHiAmenity1168361.8%96.2%87.8%0.0%
Demographic FieldHispanicPct20101168365.8%92.8%87.7%0.0%
Demographic FieldPctEmpConstruction-1168362.7%95.5%87.4%0.0%
Election MachineDominion.Alternate.Flag1168360.0%99.9%86.9%0.4%
Demographic FieldNativeAmericanNonHispanicNum20101168360.8%97.7%86.1%3.1%
Demographic FieldNonHispanicAsianPopChangeRate00101168366.6%89.0%86.0%0.0%
Demographic FieldType_2015_Update-1168362.9%93.7%85.4%0.1%
Demographic FieldDeep_Pov_All-1168368.6%87.9%83.5%0.0%
Demographic FieldEd3SomeCollegePct-1168368.9%86.7%79.9%0.1%
Demographic FieldOwnHomeNum1168362.2%96.5%78.4%0.6%
Demographic FieldHighDemPerTop6571168365.6%87.9%78.2%0.1%
Random VariableU41168360.1%99.1%77.7%2.6%
Demographic FieldNaturalChange10191168363.0%94.7%77.4%1.3%
Demographic FieldPopDensity20101168361.3%95.9%77.4%0.8%
Demographic FieldType_2015_Government_NO1168362.8%89.8%77.0%0.4%
Demographic FieldEd5CollegePlusNum1168363.3%94.9%76.3%1.5%
Demographic FieldNonEnglishHHPct1168365.7%92.8%75.6%1.2%
Demographic FieldPersistentPoverty2000-11683614.9%78.2%75.2%0.0%
Demographic FieldEd1LessThanHSPct-1168369.4%87.7%74.7%0.0%
Demographic FieldRepublicanVoteShare2008-11683614.1%80.6%72.6%0.0%
Demographic FieldPerpov_1980_0711-11683616.8%74.2%71.1%0.1%
Demographic FieldHipov-11683616.2%76.2%70.9%0.2%
Demographic FieldNumCivLaborforce20191168365.8%92.5%70.6%2.1%
Demographic FieldTotalPopEst20191168368.6%89.2%67.1%2.1%
Demographic FieldNumCivEmployed1168367.5%90.2%66.3%2.3%
Demographic FieldTotalPopEst201811683610.1%87.2%65.3%2.2%
Demographic FieldTotalOccHU1168367.6%89.6%64.2%2.0%
Demographic FieldType_2015_Recreation_NO-1168367.6%80.4%64.0%2.0%
Election MachineUnisyn.Voting.Solutions.Flag-1168360.0%100.0%62.1%3.6%
Demographic FieldTotalPopACS11683612.9%83.7%61.8%2.3%
Demographic FieldNumEmployed201011683610.9%86.5%61.7%2.5%
Demographic FieldNetMigration10191168361.4%97.9%61.3%0.3%
Demographic FieldEd3SomeCollegeNum11683611.7%84.0%60.5%2.3%
Demographic FieldForeignBornCaribNum-1168366.5%63.3%59.9%0.9%
Demographic FieldTotalPopEst201411683616.6%80.3%58.6%2.4%
Demographic FieldMultipleRacePct20101168361.4%97.3%58.4%4.5%
Demographic FieldUnder18Num201011683614.2%81.0%58.0%2.8%
Demographic FieldLowEducation2000-1168368.3%83.6%57.9%0.2%
Demographic FieldTotalPopEst201311683618.7%78.2%56.8%2.4%
Demographic FieldEd4AssocDegreeNum11683613.7%81.5%56.5%2.7%
Demographic FieldNetMigrationNum00101168363.8%93.9%56.2%1.3%
Demographic FieldNumCivLaborForce201111683615.2%81.0%56.2%2.8%
Demographic FieldPctEmpGovt1168363.8%85.8%55.7%2.7%
Demographic FieldTotalPopEst201211683620.4%76.8%55.4%2.3%
Demographic FieldTotalPop25Plus11683618.9%77.3%55.2%2.6%
Demographic FieldTotalPopEst201111683621.9%75.4%53.8%2.3%
Demographic FieldNaturalChangeNum001011683611.1%82.0%53.2%4.1%
Demographic FieldHispanicPopChangeRate001011683614.4%64.0%53.2%2.5%
Demographic FieldTotalPopEst201011683623.3%73.9%52.3%2.2%
Demographic FieldNativeAmericanNonHispanicPct2010-11683614.2%58.0%51.8%3.4%
Demographic FieldTotalPop201011683624.4%72.7%50.9%2.3%
Demographic FieldPovertyUnder18Num11683628.2%67.1%50.8%2.7%
Demographic FieldTotalPopEstBase201011683625.5%71.7%50.0%2.3%
Demographic FieldFemaleHHPct11683613.1%71.9%48.8%3.6%
Demographic FieldEd2HSDiplomaOnlyNum11683629.3%66.0%47.7%1.4%
Demographic FieldPovertyAllAgesNum11683632.4%62.7%45.3%1.8%
Demographic FieldHH65PlusAloneNum11683624.2%71.2%45.3%4.1%
Demographic FieldAge65AndOlderNum201011683630.0%64.9%45.2%1.8%
Demographic FieldFemaleHHNum11683628.7%66.9%45.1%2.0%
Demographic FieldOil_Change11683627.0%54.8%44.5%21.1%
Demographic FieldPersistentChildPoverty2004-11683620.1%64.6%43.3%4.4%
Demographic FieldNumUnemployed201911683630.4%64.1%41.2%3.3%
Demographic FieldNet_International_Migration_2010_201911683612.5%78.7%41.0%10.1%
Demographic FieldGas_Change11683640.9%48.9%40.6%17.5%
Demographic FieldMultipleRaceNum201011683628.5%65.9%40.5%7.3%
Random VariableB11168360.0%95.5%39.6%7.9%
Demographic FieldPersistentChildPoverty_1980_2011-11683619.5%65.8%37.9%6.1%
Demographic FieldNet_International_Migration_2000_201011683639.1%57.9%37.9%2.3%
Demographic FieldNonEnglishHHNum11683647.6%48.8%36.3%1.5%
Demographic FieldNonHispanicWhitePopChangeRate001011683620.7%57.0%35.8%8.1%
Demographic FieldNumUnemployed201111683639.4%57.1%35.4%2.9%
Demographic FieldForeignBornNum11683642.5%54.1%34.8%3.2%
Demographic FieldEd1LessThanHSNum11683642.5%53.5%34.2%3.4%
Demographic FieldHispanicNum201011683645.8%49.8%34.1%3.2%
Demographic FieldForeignBornMexNum11683639.6%54.7%33.9%3.9%
Demographic FieldAsianNonHispanicNum201011683637.3%57.2%33.4%7.3%
Demographic FieldForeignBornCentralSouthAmNum11683645.3%50.2%33.0%3.7%
Demographic FieldForeignBornAsiaNum11683634.9%59.5%31.4%7.3%
Demographic FieldHighRepPerTop657-11683627.9%35.6%29.2%9.9%
Demographic FieldBlackNonHispanicNum201011683629.8%60.5%28.6%18.4%
Demographic FieldMultipleRacePopChangeRate001011683638.9%48.3%26.0%10.7%
Random VariableS3-11683621.2%54.0%24.9%24.3%
Demographic FieldForeignBornCaribPct-11683625.9%36.0%23.7%49.3%
Election MachineHart.InterCivic.Flag1168363.0%88.7%22.4%10.9%
Demographic FieldLow_Education_2015_update11683648.9%42.2%18.8%11.2%
Random VariableB41168360.1%91.7%18.1%12.8%
Random VariableN51168360.2%80.0%16.7%12.0%
Demographic FieldForeignBornEuropeNum11683636.8%55.2%16.2%9.2%
Random VariableS411683619.4%47.9%12.4%27.7%
Election MachineDemocracy.Live.Flag1168364.6%69.6%11.7%22.6%
Random VariableS111683624.9%45.3%11.6%38.9%
Demographic FieldNonHispanicNativeAmericanPopChangeRate001011683638.9%38.3%11.3%25.4%
Demographic FieldRetirement_Destination_2015_Update11683632.9%31.0%8.5%38.2%
Election MachineElection.Systems.Software.Flag-11683636.4%37.1%6.0%43.8%
Random VariableS2-11683634.6%21.2%5.6%58.0%
Demographic FieldRetirementDestination200011683626.4%26.4%5.5%58.1%
Election MachineVotingWorks.Flag-11683637.9%19.1%5.3%64.4%
Demographic FieldType_2015_Mining_NO-11683622.3%40.9%4.1%53.4%
Demographic FieldNonHispanicBlackPopChangeRate0010-1168363.0%45.2%2.6%13.4%
Random VariableB21168363.2%53.1%2.1%35.0%
Random VariableU211683616.8%22.6%2.1%60.0%
Random VariableN21168360.6%87.9%2.1%14.9%
Random VariableB61168361.3%87.3%1.7%22.5%
Random VariableN11168360.9%80.1%1.3%24.6%
Random VariableU5-1168366.2%45.5%0.8%46.0%
Random VariableC411683633.6%15.5%0.8%64.0%
Random VariableC211683612.1%43.2%0.7%47.6%
Random VariableB31168362.6%38.8%0.4%46.2%
Random VariableN4-1168361.6%65.6%0.2%25.9%
Random VariableN31168365.4%45.1%0.2%45.4%
Random VariableC11168368.9%32.3%0.1%53.5%
Random VariableU1-11683641.8%30.8%0.0%52.5%
Random VariableC3-11683644.3%13.0%0.0%56.6%
Random VariableU3-1168368.8%36.7%0.0%48.7%
Random VariableB5-11683649.2%18.5%0.0%56.3%