Parametric Time-to-Event Analysis with Variable Incubation Phases


[Up] [Top]

Documentation for package ‘incubate’ version 1.4.0

Help Pages

as_percent Format a number as percentage.
bsDataStep Generate bootstrap distribution of model parameters to fitted incubate model.
buildControl Build control list for 'delay_model()' and 'objFunFactory()'
buildDist Builds the distribution object
coef.incubate_fit Coefficients of a delay-model fit.
confint.incubate_fit Confidence intervals for parameters of incubate-model fits.
DelayedExponential Delayed Exponential Distribution
DelayedWeibull Delayed Weibull Distribution
delay_fit Fit optimal parameters according to the objective function (either MPSE or MLE-based).
delay_model Fit a delayed Exponential or Weibull model to one or two given sample(s)
dexp_delayed Delayed Exponential Distribution
dweib_delayed Delayed Weibull Distribution
estimRoundingError Estimate rounding error based on given sample of metric values The idea is to check at which level of rounding the sample values do not change.
fatigue Small data sets from miscellaneous publications
getDist Get delay distribution function
graphite Small data sets from miscellaneous publications
lines.incubate_fit Add a line fit to a plot of (another) 'incubate_fit' object
logLik.incubate_fit Extract Log-Likelihood
long2017 Relapse-free survival of melanoma patients under adjuvant treatment
measles_sailer Serial interval times for measles during a long journey on a sailing vessel
mexp_delayed Delayed Exponential Distribution
minObjFunAlt Minimize an objective function with alternative optimizer
mweib_delayed Delayed Weibull Distribution
near Checks if arguments are numerically close.
objFunFactory Factory method for objective function
pexp_delayed Delayed Exponential Distribution
plot.incubate_fit Plot a fitted delay-model object of class 'incubate_fit'
pollution Small data sets from miscellaneous publications
power_diff Power simulation function for a two-group comparison
prepResponseVar Check and prepare the survival response(s)
pweib_delayed Delayed Weibull Distribution
qexp_delayed Delayed Exponential Distribution
qweib_delayed Delayed Weibull Distribution
rexp_delayed Delayed Exponential Distribution
rockette Small data sets from miscellaneous publications
rockette74 Small data sets from miscellaneous publications
rweib_delayed Delayed Weibull Distribution
scalePars Calculate parameter scaling for optimization routine.
stankovic Survival time of mice with glioma under different treatments
susquehanna Small data sets from miscellaneous publications
test_diff Test the difference for model parameter(s) between two uncorrelated groups
test_GOF Goodness-of-fit (GOF) test statistic (experimental!)
transform.incubate_fit Transform observed data to unit interval
update.incubate_fit Refit an 'incubate_fit'-object with specified optimization arguments
w1Fint Internal MLEw-weight W1 function according to sampling distribution Weight W1 for given sample sizes (of one group). For small 'nObs' we use direct results from Monte-Carlo simulation. For higher 'nObs' we use an approximation (based on Wilson-Hilferty transformation).
w2Fint Internal MLEw weight function W2 according to sampling distribution W2 is either taken directly from the MCSS-results (if available) or are taken from the smooth approximation function, otherwise.
w3FFint Internal factory method for W3-function based on sampling distribution