From: A comparison of five epidemiological models for transmission of SARS-CoV-2 in India
Model | |||||
---|---|---|---|---|---|
Baselinea | eSIR | SAPHIREb | SEIR-fansy | ICMc | |
Estimated mean reproduction number R [95% CrI] | |||||
Lockdown 1.0 (March 25 – April 14) | – | 2.12 [1.44, 2.16] | 2.54 [2.41, 2.74] | 5.03 [5.01, 5.04] | 1.77 [1.58, 1.96] |
Lockdown 2.0 (April 15 – May 3) | 1.48 [1.00, 1.51] | 1.60 [1.36, 2.17] | 1.90 [1.89, 1.91] | 1.22 [1.18, 1.27] | |
Lockdown 3.0 (May 4 – May 17) | 0.87 [0.59, 0.89] | 1.69 [1.46, 1.97] | 2.71 [2.67, 2.73] | 1.33 [1.28, 1.38] | |
Lockdown 4.0 (May 18 – May 31) | 0.89 [0.61, 0.91] | 1.54 [1.29, 2.00] | 2.33 [2.30, 2.36] | 1.41 [1.35, 1.47] | |
Unlock 1.0 (June 1 – June 30) | 0.85 [0.58, 0.87] | 1.27 [1.19, 1.32] | 1.74 [1.73, 1.75] | 1.05 [0.99, 1.10] | |
Unlock 2.0 (July 1 – July 31) | 0.77 [0.52, 0.78] | 1.31 [1.22, 1.36] | 1.80 [1.79, 1.81] | 1.11 [1.08, 1.14] | |
Unlock 3.0 (August 1 – August 31) | 0.79 [0.54, 0.81] | 1.16 [1.06, 1.31] | 1.25 [1.24, 1.26] | 1.05 [1.04, 1.07] | |
Unlock 4.0 (September 1 – September 30) | 0.69 [0.47, 0.7] | 1.12 [0.98, 1.49] | 1.06 [1.05, 1.07] | 0.89 [0.86, 0.91] | |
Unlock 5.0 (October 1 – October 15) | 0.67 [0.45, 0.68] | 1.09 [0.91, 1.69] | 0.86 [0.85, 0.87] | 0.83 [0.82, 0.84] | |
Prediction accuracy using %-SMAPE (MSRPE)d | |||||
Active reported cases | – | 37.955 (2.283) | – | 35.141 (1.114) | – |
Cumulative reported cases | 6.889 (0.173) | 6.593 (0.198) | 2.250 (0.056) | 2.285 (0.048) | |
Cumulative reported deaths | – | 8.943 (0.253) | – | 4.737 (0.115) | 0.771 (0.020) |