osDesign: Design and analysis of observational studies

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The osDesign serves for planning an observational study. Currently, functionality is focused on the two-phase and case-control designs. Functions in this packages provides Monte Carlo based evaluation of operating characteristics such as powers for estimators of the components of a logistic regression model.

Author
Sebastien Haneuse, Takumi Saegusa, Nilanjan Chaterjee, Norman Breslow, Elizabeth Smoot
Date of publication
2014-08-06 20:48:01
Maintainer
Sebastien Haneuse <shaneuse@hsph.harvard.edu>
License
GPL (>= 3)
Version
1.7

View on CRAN

Man pages

beta0
Calculate the intercept of a logistic regression model, given...
ccPower
Simulation-based estimation of power for the case-control...
ccSim
Simulation function for case-control study designs.
enumerate
Enumerate Function
hybdes
Hybrid Design MLE and likelihood
hybdesEco
Hybrid Design in the Pure Ecological setting - MLE
infants
Infant mortality data from North Carolina
infants0709
Infant vital statistic data from North Carolina
logit
Logit and inverse-logit functions
Ohio
Ohio lung cancer data
phaseI
Expected phase I stratification
plotPower
Plot function for power, based on two-phase and case-control...
rmvhyper
Random generation for the multivariate hypergeometric...
rXhyper
Random generation for the multivariate hypergeometric...
tps
Estimation for two-phase designs.
tpsPower
Simulation-based estimation of power for the two-phase study...
tpsSim
Simulation function for two-phase study designs.

Files in this package

osDesign
osDesign/inst
osDesign/inst/CITATION
osDesign/src
osDesign/src/UtilFunctions.cc
osDesign/src/Xhyper_functions.c
osDesign/src/UtilFunctions.h
osDesign/src/Xhyper.h
osDesign/src/Enumerate.cc
osDesign/src/Xhyper.c
osDesign/NAMESPACE
osDesign/data
osDesign/data/infants.rda
osDesign/data/Ohio.rda
osDesign/data/datalist
osDesign/data/infants0709.rda
osDesign/R
osDesign/R/coreChecks.R
osDesign/R/enumerate.R
osDesign/R/phaseI.R
osDesign/R/internal_hyblik_functions.R
osDesign/R/WL.R
osDesign/R/summary.tps.R
osDesign/R/tpsChecks.R
osDesign/R/plotPower.R
osDesign/R/stratify.R
osDesign/R/logit.R
osDesign/R/evalPower.R
osDesign/R/beta0.R
osDesign/R/ccPower.R
osDesign/R/print.tpsPower.R
osDesign/R/ccChecks.R
osDesign/R/hybdesEco.R
osDesign/R/print.ccPower.R
osDesign/R/ccSim.R
osDesign/R/lagrad.R
osDesign/R/hdp.R
osDesign/R/hybdes.R
osDesign/R/hyblik.R
osDesign/R/print.tpsSim.R
osDesign/R/ML.R
osDesign/R/keepOC.R
osDesign/R/phaseIChecks.R
osDesign/R/PL.R
osDesign/R/tpsPower.R
osDesign/R/strReverse.R
osDesign/R/rmvhyper.R
osDesign/R/internal.R
osDesign/R/tpsSim.R
osDesign/R/print.ccSim.R
osDesign/R/evalOC.R
osDesign/R/expandCatX.R
osDesign/R/expit.R
osDesign/R/s2.R
osDesign/R/lnsrch.R
osDesign/R/tps.R
osDesign/R/beta0eval.R
osDesign/R/lagrange.R
osDesign/R/xhyper.R
osDesign/MD5
osDesign/DESCRIPTION
osDesign/man
osDesign/man/rmvhyper.Rd
osDesign/man/enumerate.Rd
osDesign/man/tpsSim.Rd
osDesign/man/beta0.Rd
osDesign/man/plotPower.Rd
osDesign/man/hybdes.Rd
osDesign/man/phaseI.Rd
osDesign/man/logit.Rd
osDesign/man/ccPower.Rd
osDesign/man/ccSim.Rd
osDesign/man/tpsPower.Rd
osDesign/man/rXhyper.Rd
osDesign/man/tps.Rd
osDesign/man/Ohio.Rd
osDesign/man/infants0709.Rd
osDesign/man/infants.Rd
osDesign/man/hybdesEco.Rd