Research Article
Latent Growth Curve Modeling for COVID-19 Cases in Presence of Time-Variant Covariate
Table 4
Estimate of coefficients for various GCMs with TVC for all countries data from August 2020 to July 2021.
| | Linear | Quadratic | Exponential | Latent | Multiphase | Intercept and slope |
| τ0 | 75.7481 | 86.0991 | 88.0494 | 82.0764 | 79.8183 | τ1 | 0.1262 | −5.3411 | −1.2446 | −2.4983 | −6.8267 | τ2 | | 0.5547 | | | 7.8347 | λ (rate) | | | 9.8281 | | | λ1 | | | | −0.1288 | | λ2 | | | | 0.4034 | | λ3 | | | | 0.8180 | 0.2743 | λ4 | | | | 1.6236 | 0.6174 | λ5 | | | | 2.1601 | 0.0597 | λ6 | | | | 2.4385 | | λ7 | | | | 2.4080 | 0.2245 | λ8 | | | | 1.9792 | 0.7487 | λ9 | | | | 1.4700 | 1.2254 | λ10 | | | | 1.1387 | 1.3616 |
| Covariances | τ0↔ τ0 | 233.4468 | 625.8157 | −9.0008 | 313.6485 | 348.3898 | τ1↔ τ1 | 22.3028 | 385.5562 | 12.2186 | 411.1636 | 2485.5481 | τ2↔τ2 | | 3.5006 | | 1414.3588 | | τ0↔ τ1 | −46.4866 | −445.1598 | −34.4772 | −272.0185 | −596.6951 | τ0↔ τ2 | 39.4834 | 21.3108 | | | | τ1↔ τ2 | | −35.7064 | | | −1014.6153 |
| Regression (TVC) | | | | | | γ[1] | 0.0018 | −0.1782 | −0.1836 | −0.0994 | −0.0605 | γ[2] | 0.0316 | −0.0524 | 0.0614 | −0.0715 | −0.0338 | γ[3] | −0.0002 | −0.0289 | 0.0131 | −0.0719 | 0.0652 | γ[4] | −0.0132 | −0.0168 | −0.0256 | −0.0632 | 0.0334 | γ[5] | 0.0334 | 0.0589 | 0.0363 | 0.0052 | 0.0381 | γ[6] | 0.0314 | 0.0643 | 0.0376 | 0.0178 | 0.0561 | γ[7] | 0.0191 | 0.0373 | 0.0251 | 0.0077 | 0.0501 | γ[8] | 0.0276 | 0.0215 | 0.0371 | 0.0130 | 0.0340 | γ[9] | −0.0005 | −0.0346 | 0.0087 | −0.0181 | −0.0277 | γ[10] | −0.0228 | −0.1161 | −0.0233 | −0.0690 | −0.1033 | γ[11] | −0.0162 | −0.2055 | −0.0138 | −0.0757 | −0.1268 | γ[12] | 0.0233 | −0.0570 | 0.0256 | −0.0318 | −0.0539 |
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denotes significant parameter at . |