rhosp: Side Effect Risks in Hospital : Simulation and Estimation

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Evaluating risk (that a patient arises a side effect) during hospitalization is the main purpose of this package. Several methods (Parametric, non parametric and De Vielder estimation) to estimate the risk constant (R) are implemented in this package. There are also functions to simulate the different models of this issue in order to quantify the previous estimators. It is necessary to read at least the first six pages of the report to understand the topic.

Author
Christophe Dutang and Julie Barthes
Date of publication
2015-07-20 18:19:56
Maintainer
Christophe Dutang <christophe.dutang@ensimag.fr>
License
GPL (>= 2)
Version
1.07

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Man pages

adequadExp
test the adequation of a random variable to the exponential...
calcErrorDV
compute the bias, variance of the De Vielder approximation
calcErrorNonParam
compute the bias, variance of the non parametric estimator
calcErrorParam
compute the bias, variance of the non parametric estimator
DV
implements the De Vielder approximation
estimDV
compute the De Vielder estimator
estimNonParam
compute the parametric estimation
estimParam
compute the parametric estimation
histo
plot the histogram of the variable T
KM
plots a survival function with a Kaplan Meier variant
mainSimul
simulate many times the first model and calculate the risk...
mainSimul2
simulate many times the second model
makeSample
create a sample of the first model stored in a file
makeSample2
create a sample of the second model stored in a file
simul
simulate the first model of the hospital risk
simul2
simulate the second model of the hospital risk
Table
make an array of bias, variance and R for different...

Files in this package

rhosp
rhosp/inst
rhosp/inst/CITATION
rhosp/inst/doc
rhosp/inst/doc/rhosp.Rnw
rhosp/inst/doc/rhosp.pdf
rhosp/NAMESPACE
rhosp/R
rhosp/R/mom2.R
rhosp/R/calcErrorParam.R
rhosp/R/mom1.R
rhosp/R/estimParam.R
rhosp/R/mainSimul.R
rhosp/R/DV.R
rhosp/R/KM.R
rhosp/R/estimDV.R
rhosp/R/estimNonParam.R
rhosp/R/calcErrorDV.R
rhosp/R/m2.R
rhosp/R/adequadExp.R
rhosp/R/Table.R
rhosp/R/mainSimul2.R
rhosp/R/simul.R
rhosp/R/makeSample2.R
rhosp/R/makeSample.R
rhosp/R/calcErrorNonParam.R
rhosp/R/histo.R
rhosp/R/m1.R
rhosp/R/simul2.R
rhosp/vignettes
rhosp/vignettes/d100exp_exp_DV.pdf
rhosp/vignettes/image_mod2_exp13_exp15.pdf
rhosp/vignettes/mod2.pdf
rhosp/vignettes/mod1.pdf
rhosp/vignettes/d1000exp_exp.pdf
rhosp/vignettes/d100exp_exp.pdf
rhosp/vignettes/image_mod1_exp13_cst13_1000_1000.pdf
rhosp/vignettes/rhosp.Rnw
rhosp/vignettes/d1000exp_exp_DV.pdf
rhosp/vignettes/image_adequat_exp13_lnorm14_1.pdf
rhosp/vignettes/image_mod1_exp13_gamma3_13_1000_1000.pdf
rhosp/vignettes/image_adequat_exp120_unif020.pdf
rhosp/vignettes/image_mod1_exp13_exp15_1000_1000.pdf
rhosp/vignettes/image_mod1_exp13_expcomp13_15_110_1000_1000.pdf
rhosp/MD5
rhosp/build
rhosp/build/vignette.rds
rhosp/DESCRIPTION
rhosp/man
rhosp/man/histo.Rd
rhosp/man/simul.Rd
rhosp/man/KM.Rd
rhosp/man/DV.Rd
rhosp/man/estimDV.Rd
rhosp/man/Table.Rd
rhosp/man/estimNonParam.Rd
rhosp/man/mainSimul2.Rd
rhosp/man/simul2.Rd
rhosp/man/calcErrorDV.Rd
rhosp/man/estimParam.Rd
rhosp/man/mainSimul.Rd
rhosp/man/calcErrorParam.Rd
rhosp/man/makeSample.Rd
rhosp/man/makeSample2.Rd
rhosp/man/adequadExp.Rd
rhosp/man/calcErrorNonParam.Rd