From: “Won’t get fooled again”: statistical fault detection in COVID-19 Latin American data
Variable | Country | n | Goodness of fit tests | Conformity estimates | ||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
chi_square | p-value chi_square | ks | p-value ks | md | p-value md | mantissa | mad | mad_conformity | df | |||
Cases | Argentina | 795 | 41.81 | < 0.001 | 7.46 | < 0.001 | 2.03 | < 0.001 | 0.48 | 0.02 | Nonconformity | −0.32 |
Brazil | 913 | 40.88 | < 0.001 | 2.94 | < 0.001 | 2.68 | < 0.001 | 0.53 | 0.02 | Nonconformity | 3.81 | |
Bolivia | 840 | 27.43 | < 0.001 | 4.14 | < 0.001 | 1.38 | < 0.001 | 0.48 | 0.02 | Nonconformity | −2.15 | |
Chile | 959 | 9.59 | 0.29 | 1.1 | 0.06 | 0.89 | 0.08 | 0.51 | 0.01 | Acceptable conformity | 0.56 | |
Colombia | 808 | 51.96 | < 0.001 | 5.36 | < 0.001 | 1.7 | < 0.001 | 0.48 | 0.02 | Nonconformity | −2.43 | |
Costa Rica | 588 | 29.27 | < 0.001 | 12.27 | < 0.001 | 2.38 | < 0.001 | 0.45 | 0.02 | Nonconformity | −13.21 | |
Cuba | 956 | 111.96 | < 0.001 | 4.16 | < 0.001 | 1.99 | < 0.001 | 0.56 | 0.03 | Nonconformity | 16.32 | |
Dominican Republic | 816 | 30.17 | < 0.001 | 5.56 | < 0.001 | 2.35 | < 0.001 | 0.54 | 0.02 | Nonconformity | 9.32 | |
Ecuador | 757 | 54.16 | < 0.001 | 7.63 | < 0.001 | 2.11 | < 0.001 | 0.51 | 0.02 | Nonconformity | 7.79 | |
El Salvador | 484 | 64 | < 0.001 | 15.29 | < 0.001 | 3.14 | < 0.001 | 0.43 | 0.04 | Nonconformity | −14.93 | |
Guatemala | 946 | 64.1 | < 0.001 | 4.1 | < 0.001 | 1.38 | < 0.001 | 0.54 | 0.02 | Nonconformity | 11.27 | |
Haiti | 767 | 13.68 | 0.09 | 6.11 | < 0.001 | 0.98 | 0.04 | 0.45 | 0.01 | Marginally acceptable conformity | −16.97 | |
Honduras | 622 | 64.27 | < 0.001 | 11.04 | < 0.001 | 4.01 | < 0.001 | 0.56 | 0.03 | Nonconformity | 16.24 | |
Mexico | 839 | 63.32 | < 0.001 | 6.09 | < 0.001 | 2.97 | < 0.001 | 0.53 | 0.03 | Nonconformity | 5.71 | |
Nicaragua | 139 | 32.1 | < 0.001 | 26.44 | < 0.001 | 8.47 | < 0.001 | 0.51 | 0.04 | Nonconformity | 3 | |
Panama | 820 | 16.52 | 0.04 | 4.96 | < 0.001 | 2.16 | < 0.001 | 0.52 | 0.01 | Marginally acceptable conformity | 5.51 | |
Paraguay | 718 | 26.88 | < 0.001 | 8.06 | < 0.001 | 3.04 | < 0.001 | 0.52 | 0.02 | Nonconformity | 5.24 | |
Peru | 847 | 24.52 | < 0.001 | 4.62 | < 0.001 | 1.89 | < 0.001 | 0.53 | 0.01 | Marginally acceptable conformity | 8.16 | |
Uruguay | 785 | 21.66 | 0.01 | 5.74 | < 0.001 | 1.4 | < 0.001 | 0.46 | 0.02 | Nonconformity | −11.12 | |
Venezuela | 840 | 38.03 | < 0.001 | 4.7 | < 0.001 | 2.24 | < 0.001 | 0.51 | 0.02 | Nonconformity | 4.59 | |
Latin America | 978 | 78.95 | < 0.001 | 4.33 | < 0.001 | 2.18 | < 0.001 | 0.54 | 0.02 | Nonconformity | 12.75 |