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Effect Estimation on Mathematics Scores on TIMSS 80% 2019 (train)

54.13Posterior Mean EstimateVCBART
-195.1892-130.4621-65.735-1.0079Aug 17, 2021

Evaluation results

MethodLinks
VCBARTCovariate=Minutes spent on homework, Category=More than 90 minutes, n=352021.0854.13-11.64
VCBARTCovariate=Minutes spent on homework, Category=16 to 30 minutes, n=11582021.0838.09-68.91
VCBARTCovariate=Minutes spent on homework, Category=31 to 60 minutes, n=4412021.0837.11-60.23
VCBARTCovariate=Minutes spent on homework, Category=1 to 15 minutes, n=8622021.0833.74-85.35
VCBARTCovariate=Parents' education level, Category=University or higher, n=8702021.0830.7224.42
SSP-BARTCovariate=Parents' education level, Category=University or higher, n=8702021.0823.39-30.51
VCBARTCovariate=Parents' education level, Category=Post-secondary but not university, n=5462021.0821.5213.76
CSP-BARTCovariate=Parents' education level, Category=University or higher, n=8702021.0820.9414.94
VCBARTCovariate=Minutes spent on homework, Category=61 to 90 minutes, n=622021.0820.54-77.53
SSP-BARTCovariate=Parents' education level, Category=Post-secondary but not university, n=5462021.0819.54-28.1
CSP-BARTCovariate=Parents' education level, Category=Post-secondary but not university, n=5462021.0818.7713.05
VCBARTCovariate=School discipline problems, Category=Hardly any problems, n=16212021.0816.49-32.07
CSP-BARTCovariate=School discipline problems, Category=Hardly any problems, n=16212021.0814.529.05
SSP-BARTCovariate=School discipline problems, Category=Minor problems, n=8912021.0813.59-19.96
SSP-BARTCovariate=School discipline problems, Category=Hardly any problems, n=16212021.0810.27-28
SSP-BARTCovariate=Minutes spent on homework, Category=31 to 60 minutes, n=4412021.0810.12-23.49
CSP-BARTCovariate=School discipline problems, Category=Minor problems, n=8912021.0810.064.68
SSP-BARTCovariate=Minutes spent on homework, Category=61 to 90 minutes, n=622021.089.88-32.3
CSP-BARTCovariate=Minutes spent on homework, Category=61 to 90 minutes, n=622021.089-3.36
SSP-BARTCovariate=Parents' education level, Category=Not informed, n=6852021.088.37-27.53
SSP-BARTCovariate=Minutes spent on homework, Category=16 to 30 minutes, n=11582021.088.19-40.4
CSP-BARTCovariate=Minutes spent on homework, Category=31 to 60 minutes, n=4412021.087.83-1.3
CSP-BARTCovariate=Minutes spent on homework, Category=16 to 30 minutes, n=11582021.086.04-1.35
VCBARTCovariate=School discipline problems, Category=Minor problems, n=8912021.083.72-35.32
SSP-BARTCovariate=Minutes spent on homework, Category=1 to 15 minutes, n=8622021.082.1-35.49
CSP-BARTCovariate=Minutes spent on homework, Category=1 to 15 minutes, n=8622021.081.62-6.57
CSP-BARTCovariate=Minutes spent on homework, Category=More than 90 minutes, n=352021.080.42-20.32
VCBARTCovariate=Parents' education level, Category=Not informed, n=6852021.08-2.14-28.12
SSP-BARTCovariate=Minutes spent on homework, Category=More than 90 minutes, n=352021.08-2.64-57.06
CSP-BARTCovariate=Parents' education level, Category=Not informed, n=6852021.08-3.17-9.34
CSP-BARTCovariate=Parents' education level, Category=Upper secondary, n=3402021.08-3.62-10.7
VCBARTCovariate=Parents' education level, Category=Upper secondary, n=3402021.08-7.75-30.99
SSP-BARTCovariate=Parents' education level, Category=Lower secondary, n=962021.08-8.58-49.71
CSP-BARTCovariate=Parents' education level, Category=Lower secondary, n=962021.08-11.84-22.86
SSP-BARTCovariate=Parents' education level, Category=Upper secondary, n=3402021.08-15.96-86.55
VCBARTCovariate=Parents' education level, Category=Lower secondary, n=962021.08-18.65-36.02
VCBARTCovariate=School discipline problems, Category=Moderate to severe problems, n=672021.08-20.22-86.8
CSP-BARTCovariate=Parents' education level, Category=Primary, secondary, or no school, n=422021.08-21.08-36.62
VCBARTCovariate=Parents' education level, Category=Primary, secondary, or no school, n=422021.08-23.71-45.92
SSP-BARTCovariate=School discipline problems, Category=Moderate to severe problems, n=672021.08-23.85-61.83
CSP-BARTCovariate=School discipline problems, Category=Moderate to severe problems, n=672021.08-24.58-33.51
CSP-BARTCovariate=Minutes spent on homework, Category=No homework, n=212021.08-24.92-45.88
SSP-BARTCovariate=Parents' education level, Category=Primary, secondary, or no school, n=422021.08-26.77-75.14
SSP-BARTCovariate=Minutes spent on homework, Category=No homework, n=212021.08-27.63-85.41
VCBARTCovariate=Minutes spent on homework, Category=No homework, n=212021.08-185.6-283.72