linelist2sts: Convert Dates of Individual Case Reports into a Time Series...

In surveillance: Temporal and Spatio-Temporal Modeling and Monitoring of Epidemic Phenomena

Convert Dates of Individual Case Reports into a Time Series of Counts

Description

The function is used to convert an individual line list of cases to an aggregated time series of counts based on event date information of the cases.

Usage

linelist2sts(linelist,dateCol,
              aggregate.by=c("1 day", "1 week", "7 day", "1 week",
"1 month",  "3 month", "1 year"),
              dRange=NULL,
              epochInPeriodStr=switch(aggregate.by, "1 day"="1",
"1 week"="%u", "1 month"="%d","3 month"="%q","1 year"="%j"),
              startYearFormat=switch(aggregate.by,"1 day"="%Y",
"7 day"="%G", "1 week"="%G","1 month"="%Y","3 month"="%Y","1 year"="%Y"),
              startEpochFormat=switch(aggregate.by,"1 day"="%j",
"7 day"="%V", "1 week"="%V", "1 month"="%m", "3 month"="%Q", "1 year"="1")
)

Arguments

linelist	A data.frame containing the line list of cases.
dateCol	A character string stating the column name in linelist which contains the event occurrence information (as a vector of Dates) which are to be temporally aggregated.
aggregate.by	Temporal aggregation level given as a string, see the by variable of the seq.Date function for further details.
dRange	A vector containing the minimum and maximum date for doing the aggregation. If not specified these dates are extracted automatically by taking range(D[,dateCol]) and adjust these according to aggregate.by (e.g. always first of a month).
epochInPeriodStr	strptime compatible format string to use for determining how a date is placed within the epoch. This is, e.g., used to move the dRange epochs to the beginning of the period. Example: In case of weekly aggregation the "%u" determines which day within the week (Monday is day 1) we have. See strptime for further details.
startYearFormat	strptime compatible format string to use for determining how the start entry of the sts object is generated. Usually the provided defaults are sufficient.
startEpochFormat	strptime compatible format string to use for determining how the start entry of the sts object is generated. Usually the provided defaults are sufficient.

Details

The date range is automatically extended such that the starting and ending dates are always the first epoch within the period, i.e. for aggregation by week it is moved to Mondays. This is controlled by the epochInPeriodStr parameter.

Please note that the formatting strings are implemented by the formatDate function, which uses strptime formatting strings as well as formatting of quarters via "%Q", "%OQ" and "%q".

Value

The function returns an object of class "sts". The freq slot might not be appropriate.

Author(s)

Michael Höhle

See Also

seq.Date, strptime, formatDate

Examples

#Load O104 outbreak data
data("husO104Hosp")

#Convert line list to an sts object
sts <- linelist2sts(husO104Hosp, dateCol="dHosp", aggregate.by="1 day")

#Check that the number of cases is correct
all.equal(sum(observed(sts)),nrow(husO104Hosp))

#Plot the result
plot(sts,xaxis.tickFreq=list("%d"=atChange,"%m"=atChange),
           xaxis.labelFreq=list("%d"=at2ndChange),
           xaxis.labelFormat="%d %b",
           xlab="",las=2,cex.axis=0.8)

surveillance documentation built on Nov. 4, 2024, 3 a.m.