Learn R Programming

DengueRT (version 1.0.1)

changetimeFSTP: Changes over time of the final size and turning point estimates for each built-in model and model averaged.

Description

This function provides the changes over time of the final size and turning point estimates (for specific models and model average) from the time point required until the last time point available. The output of the function are two tables, one for final size and the other for turning point. the rows represent the data used for the estimation of the model parameters.

Usage

## Object of the S3 class dengue changetimeFSTP(inc, time, ini, start = NULL)

Arguments

inc,time
Vector of equal length specifying incidence (number of reported cases per time unit) and time interval (from the start of outbreak).
ini
Time point from which is required to see the changes over time of the final size and turning point estimates
start
A list with the starting values of the model to be used for fitting the data. If model="all" the imput must be a list of a list with the starting values of Richards, 3P logistic, Sigmoid Emax, Gompertz, Weibull and 5P logistic model parameters. By default, the initial values are provided by self-starting functions.

Value

An object with the changes over time of the final size and turning point estimates for specific models and model average. It is a list:
Incidence
All the available incidences
Time
All the available time points
Period
Time period required to see the changes over time of the final size and turning point estimates
FSchangetime
A Table with the changes over time of the final size for the time period required
TPchangetime
A Table with the changes over time of the turning point for the time period required
function.type
Name of the function
model.type
models used to estimate
Generic functions such as plot and summary have methods to show the results of the fit.

References

K. Burnham, D. R. Anderson, Model Selection and Multimodel Inference: A Practical Information-theoretic Approach, 2nd Edition, Springer-Verlag, New York, 2002. G. Claeskens, N. L. Hjort, Model selection and model averaging, Cambridge University Press, 2008.

Examples

Run this code
## Not run: 
# ## (data example 2)
# data("dengueoutbreak2")
# 
# ##Time point from which is required to see the changes over time 
# ##of the final size and turning point estimates:20
# 
# t2<-changetimeFSTP(dengueoutbreak2$Incidence,dengueoutbreak2$Time,20)
# 
# ##summary function for changetimeFSTP object
# summary(t2)
# 
# ## plot function for changetimeFSTP object 
# plot(t2,which=c(5,6))
# ## End(Not run)

Run the code above in your browser using DataLab