Package: sicure 0.1.0

Beatriz Piñeiro-Lamas

sicure: Single-Index Mixture Cure Models

Single-index mixture cure models allow estimating the probability of cure and the latency depending on a vector (or functional) covariate, avoiding the curse of dimensionality. The vector of parameters that defines the model can be estimated by maximum likelihood. A nonparametric estimator for the conditional density of the susceptible population is provided. For more details, see Piñeiro-Lamas (2024) (<https://ruc.udc.es/dspace/handle/2183/37035>).

Authors:Beatriz Piñeiro-Lamas [aut, cre], Ana López-Cheda [aut], Ricardo Cao [aut]

sicure_0.1.0.tar.gz
sicure_0.1.0.tar.gz(r-4.5-noble)sicure_0.1.0.tar.gz(r-4.4-noble)
sicure_0.1.0.tgz(r-4.4-emscripten)sicure_0.1.0.tgz(r-4.3-emscripten)
sicure.pdf |sicure.html✨
sicure/json (API)

# Install 'sicure' in R:

install.packages('sicure', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org'))

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

1.00 score 448 downloads 8 exports 78 dependencies

Last updated 2 months agofrom:b6553b9d48. Checks:OK: 2. Indexed: yes.

Target	Result	Date
Doc / Vignettes	OK	Dec 05 2024
R-4.5-linux	OK	Dec 05 2024

Exports:cd.sm.uncured cd.uncured k.epa kNN.Mahalanobis probcure.sm sicure.f sicure.v sicure.vf

Dependencies:ash backports bitops boot broom caTools cli cluster colorspace cowplot cpp11 DBI Deriv deSolve doBy dplyr fansi farver fda fds FNN generics ggplot2 glue gtable hdrcde isoband kernlab KernSmooth ks labeling lattice lifecycle locfit lpSolve magrittr MASS Matrix mclust mgcv microbenchmark minqa mitools modelr multicool munsell mvtnorm nlme npcure numDeriv pcaPP permute pillar pkgconfig pracma proxy purrr R6 rainbow RColorBrewer Rcpp RcppArmadillo RCurl rlang scales StatMatch stringi stringr survey survival tibble tidyr tidyselect utf8 vctrs viridisLite withr zoo

Help page	Topics
Smoothed cross-validation conditional density estimator of the susceptible population	cd.sm.uncured
Cross-validation conditional density of the susceptible population	cd.uncured
Objective function	fun.opt
Rescaled Epanechnikov kernel	k.epa
K Nearest Neighbors with Mahalanobis Distance	kNN.Mahalanobis
Logarithm of the likelihood of a single-index mixture cure model	loglik.simcm
Smoothed version of the nonparametric estimator of the conditional probability of cure	probcure.sm
Estimation of the vector of parameters in a single-index mixture cure model with a functional covariate	sicure.f
Estimation of the vector of parameters in a single-index mixture cure model with a vector of covariates	sicure.v
Estimation of the vector of parameters in a single-index mixture cure model with a vector and a functional covariate	sicure.vf

Package: sicure 0.1.0

sicure: Single-Index Mixture Cure Models

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