How will the Covid-19 (coronavirus) epidemic in the UK develop? In February 2020, there were sporadic cases across the UK and in March 2020, we saw a more sustained increase in cases. Based on current trends, the total cumulative number of cases of COVID-19 in UK could reach 21,264 (95% CIs: 14881 to 30459 ) in another 10 days, using data published on 15 March 2020.
We have assumed that each day's cases are a fixed proportion of the total cases up to the day before. It is also assumed the rate will not change in the next 7 days; e.g., it is not going to be influenced by new interventions, increased self-isolation and other factors.
To estimate confidence intervals, we used the prediction confidence intervals from the linear regression model (using logarithm of "cumulative number of cases" as response) to perform Monte Carlo simulations to generate samples from the corresponding normal distribution. Subsequently, we applied the reverse transformation (exponential) to the simulated samples and calculated the 95% confidence Intervals.
If the number of cases is below predictions, this would imply that control measures and behavioural change are having some impact in keeping numbers down. It could also though reflect changes in the policy for testing people who are suspected cases. We will update chart this regulary if we can get reliable data about the number of Covid-19 cases in the UK and the data is not skewed by the government decision to cut back on community testing.
Azeem Majeed and Mansour Taghavi Azar Sharabiani
Doubling time (days): 2.6
Prediction for next 10 days:
16/03/2020 1913 ( 1426 , 2568 )
17/03/2020 2500 ( 1852 , 3381 )
18/03/2020 3267 ( 2403 , 4431 )
19/03/2020 4270 ( 3122 , 5814 )
20/03/2020 5580 ( 4053 , 7683 )
21/03/2020 7291 ( 5259 , 10101 )
22/03/2020 9528 ( 6811 , 13283 )
23/03/2020 12452 ( 8844 , 17529 )
24/03/2020 16272 ( 11466 , 23140 )
25/03/2020 21264 ( 14881 , 30459 )
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