missDeaths v2.7
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Simulating and Analyzing Time to Event Data in the Presence of Population Mortality
Implements two methods: a nonparametric risk adjustment and a
data imputation method that use general population mortality tables to allow a
correct analysis of time to disease recurrence. Also includes a powerful set of
object oriented survival data simulation functions.
Functions in missDeaths
| Name | Description | |
| md.norm | md.norm | |
| md.survnp | Nonparametric analysis of disease recurrence with missing information of possible deaths | |
| md.survcox | Fit a proportional hazards regression model over disease recurrence data with missing information of possible deaths | |
| md.init | Initializes the missDeaths population table cache | |
| md.uniform | md.uniform | |
| missDeaths | Simulating and analyzing time to event data in the presence of population mortality | |
| md.mvnorm | md.mvnorm | |
| md.survprob | Initializes the missDeaths population table cache | |
| md.sample | md.sample | |
| md.survtime | Initializes the missDeaths population table cache | |
| md.sex | md.sex | |
| md.impute | Correctly impute missing information of possible deaths using population mortality | |
| md.simdataobject-class | md.simdataobject is an abstract class that is inherited by the md.simdata covariate generating classes such as md.binom, md.norm etc. | |
| md.simparams | md.simparams | |
| +,md.simdata,md.simdataobject-method | operator | |
| observed | A simulated dataset with non-recorded deaths | |
| md.simulate | md.simulate | |
| md.censor | Censoring simulated survival data | |
| md.expprep | Calculates individual expected survival beyond the observation time | |
| md.eval | md.eval | |
| md.D | Prepare compatible demographic information | |
| md.exp | md.exp | |
| md.constant | md.constant | |
| md.data | md.data | |
| md.binom | md.binom | |
| md.death | md.death | |
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Details
| Date | 2020-10-17 |
| License | GPL (>= 2) |
| LinkingTo | Rcpp |
| RoxygenNote | 6.0.1 |
| NeedsCompilation | yes |
| Packaged | 2020-10-17 17:31:50 UTC; tomaz |
| Repository | CRAN |
| Date/Publication | 2020-10-17 18:00:02 UTC |
| depends | cmprsk , MASS , methods , relsurv , rms , survival |
| imports | mitools , Rcpp (>= 0.11.1) |
| Contributors | Maja Perme |
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