Plan4 Co - US Total Deaths Forecasts for COVID-19

US Total Base System Deaths Forecasts for COVID Deaths - with Data through Saturday 09/12/20, and forecasts 4 weeks ahead thru Saturday 10/10/20

Summary:

              Weekly Increases
169,457 actual deaths on  8/15/2020     4 weeks ago 6,538 deaths
176,318 actual deaths on  8/22/2020     3 weeks ago 6,861 deaths
182,714 actual deaths on  8/29/2020     2 weeks ago 6,396 deaths
188,538 actual deaths on  9/5/2020     1 week ago   5,824 deaths
193,693 actual deaths on  9/12/2020  - a  14.3%  increase from 4 weeks ago  
       - a  9.9%  increase from 3 weeks ago  
       - a  6.0%  increase from 2 weeks ago  
       - a  2.7%  increase from 1 week ago  
                 
200,218 forecast deaths on  9/19/2020  - a  3.4%  increase in 1 week 6,525 deaths
206,811 forecast deaths on  9/26/2020  - a  6.8%  increase in 2 weeks 6,594 deaths
213,357 forecast deaths on  10/3/2020  - a  10.2%  increase in 3 weeks 6,545 deaths
219,834 forecast deaths on  10/10/2020  - a  13.5%  increase in 4 weeks 6,477 deaths

Ensemble Forecasts - 09/12/20

198,410 forecast deaths on 9/19/2020
202,983 forecast deaths on  9/26/2020
207,413 forecast deaths on  10/3/2020
211,986 forecast deaths on  10/10/2020

The graph and the tables below show the detailed forecasts and 95% confidence intervals:

The values for the recent actual data and the forecasts in the graph are in the table below:

    Forecast Total Deaths Lower Confidence Bound Upper Confidence Bound Total Actual Deaths Forecast Error Deaths % Error New Actual Deaths
 
9/13/2020   194,699 193,957 195,442 194,071 628 0.3% 378
9/14/2020   195,775 194,588 196,962 194,493 1,282 0.7% 422
9/15/2020   196,802 195,176 198,427 195,781 1,021 0.5% 1,288
9/16/2020   197,760 195,682 199,839 196,763 997 0.5% 982
9/17/2020   198,592 196,040 201,144 197,633 959 0.5% 870
9/18/2020   199,211 196,164 202,258 198,570 641 0.3% 937
9/19/2020   200,218 196,652 203,783 199,259 959 0.5% 689

 

9/20/2020   201,293 197,188 205,398
9/21/2020   202,320 197,653 206,987
9/22/2020   203,279 198,028 208,529
9/23/2020   204,110 198,256 209,964
9/24/2020   204,730 198,251 211,208
9/25/2020   205,736 198,613 212,859
9/26/2020   206,811 199,026 214,597
9/27/2020   207,838 199,371 216,306
9/28/2020   208,797 199,629 217,965
9/29/2020   209,628 199,742 219,514
9/30/2020   210,248 199,626 220,869
10/1/2020   211,254 199,880 222,629
10/2/2020   212,330 200,186 224,473
10/3/2020   213,357 200,427 226,286
10/4/2020   214,315 200,584 228,046
10/5/2020   215,147 200,598 229,695
10/6/2020   215,766 200,385 231,148
10/7/2020   216,773 200,543 233,003
10/8/2020   217,848 200,755 234,941
10/9/2020   218,875 200,904 236,846
10/10/2020   219,834 200,971 238,697

 

Date Total Actual Deaths
 
7/11/2020 135,314
7/12/2020 135,773
7/13/2020 136,140
7/14/2020 137,066
7/15/2020 138,034
7/16/2020 138,977
7/17/2020 139,907
7/18/2020 140,775
7/19/2020 141,222
7/20/2020 141,736
7/21/2020 142,843
7/22/2020 144,059
7/23/2020 145,153
7/24/2020 146,285
7/25/2020 147,184
7/26/2020 147,656
7/27/2020 148,776
7/28/2020 150,150
7/29/2020 151,582
7/30/2020 152,791
7/31/2020 154,034
8/1/2020 155,149
8/2/2020 155,552
8/3/2020 156,082
8/4/2020 157,460
8/5/2020 158,836
8/6/2020 160,089
8/7/2020 161,331
8/8/2020 162,408
8/9/2020 162,919
8/10/2020 163,446
8/11/2020 164,510
8/12/2020 166,015
8/13/2020 167,085
8/14/2020 168,423
8/15/2020 169,457
8/16/2020 170,028
8/17/2020 170,474
8/18/2020 171,799
8/19/2020 173,152
8/20/2020 174,231
8/21/2020 175,336
8/22/2020 176,318
8/23/2020 176,768
8/24/2020 177,210
8/25/2020 178,449
8/26/2020 179,674
8/27/2020 180,785
8/28/2020 181,756
8/29/2020 182,714
8/30/2020 183,024
8/31/2020 183,597
9/1/2020 184,664
9/2/2020 185,720
9/3/2020 186,790
9/4/2020 187,755
9/5/2020 188,538
9/6/2020 188,941
9/7/2020 189,208
9/8/2020 189,653
9/9/2020 190,859
9/10/2020 191,766
9/11/2020 192,979
9/12/2020 193,693


Forecast Statistics Value
Alpha 1.00
Beta 0.25
Gamma 0.00
MASE 0.24
SMAPE 0.00
MAE 230.61
RMSE 314.56

The Data used in this US Forecast

The Prior Weeks Forecasts

Please contact us for more information and for a forecast for your particular location or situation:

03/05/2024