Learn R Programming

EpiEstim (version 1.1-2)

Flu1918: Data on the 1918 H1N1 influenza pandemic in Baltimore

Description

This data set gives

1/ the daily incidence of onset of disease in Baltimore during the 1918 H1N1 influenza pandemic (see source and references),

2/ the discrete daily distribution of the serial interval for influenza, assuming a shifted Gamma distribution with mean 2.6 days, standard deviation 1.5 days and shift 1 day (see references).

Usage

Flu1918

Arguments

Format

A list of two elements:

1/ "Incidence": a vector containing 92 days of observation,

2/ "SI.Distr": a vector containing a set of 12 probabilities.

References

Cauchemez S. et al. (2011) Role of social networks in shaping disease transmission during a community outbreak of 2009 H1N1 pandemic influenza. Proc Natl Acad Sci U S A 108(7), 2825-2830.

Ferguson N.M. et al. (2005) Strategies for containing an emerging influenza pandemic in Southeast Asia. Nature 437(7056), 209-214.

Fraser C. et al. (2011) Influenza Transmission in Households During the 1918 Pandemic. Am J Epidemiol 174(5): 505-514.

Frost W. and E. Sydenstricker (1919) Influenza in Maryland: preliminary statistics of certain localities. Public Health Rep.(34): 491-504.

Vynnycky E. et al. (2007) Estimates of the reproduction numbers of Spanish influenza using morbidity data. Int J Epidemiol 36(4): 881-889.

White L.F. and M. Pagano (2008) Transmissibility of the influenza virus in the 1918 pandemic. PLoS One 3(1): e1498.

Examples

Run this code
# NOT RUN {
		## load data on pandemic flu in Baltimore in 1918
		data("Flu1918")

		## estimate the instantaneous reproduction number (method "NonParametricSI")
		EstimateR(Flu1918$Incidence, T.Start=2:86, T.End=8:92, method="NonParametricSI", 
			SI.Distr=Flu1918$SI.Distr, plot=TRUE, leg.pos=xy.coords(60,2.5))
		# the second plot produced shows, at each each day, 
		# the estimate of the instantaneous reproduction number over the 7-day window finishing on that day.

	
# }

Run the code above in your browser using DataLab