R biospear cran

WebpredRes {biospear} R Documentation: Evaluation of the prediction accuracy of a prediction model Description. This function computes several criteria to assess the prediction … WebDocumentation for package ‘biospear’ version 1.0.2. DESCRIPTION file. Help Pages. BMsel: Biomarker selection in a Cox regression model: Breast: Early breast cancer data: expSurv: …

CRAN Package Check Results for Package biospear - cran.r …

WebR package for Biomarker Selection in Penalized Regression Models. biospear ... CRAN checks biospear results: Downloads. Last 24 hours 0-100% Last 7 days 62-22% Last 30 … WebThis is what you want to install R for the first time. contrib: Binaries of contributed CRAN packages (for R >= 3.4.x). old contrib: Binaries of contributed CRAN packages for … song from far away reviews https://puntoholding.com

CRAN Package Check Results for Package biospear

WebR/PCAlasso.R defines the following functions: PCAlasso rdrr.io Find an R ... Search the biospear package. Functions. 46. Source code. 24. Man pages. 6. BMsel: Biomarker selection in a Cox regression model; Breast: Early breast cancer data; expSurv: Computation of expected survival based on a prediction model; ... CRAN / biospear / R/PCAlasso.R ... WebDetails. Using an object of class 'resBMsel' generated by BMsel, expSurv computes expected survival at a given time and constructs confidence intervals thereof either with an … WebDetails. The simdata function generates p Gaussian unit-variance (\sigma = 1) biomarkers including autoregressive correlation (\sigma_ij = b.corr^ i-j ) within b.corr.by-biomarker … small envelope template

R: Generation of data sets with survival outcome

Category:GitHub - cran/biospear: This is a read-only mirror of the CRAN R ...

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R biospear cran

CRAN - Package biospear

WebEstimates marginalized mean and dependence model parameters for correlated binary response data. Dependence model may include transition and/or latent variable terms.

R biospear cran

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WebR packages are extensions to the R statistical programming language.R packages contain code, data, and documentation in a standardised collection format that can be installed by users of R, typically via a centralised software repository such as CRAN (the Comprehensive R Archive Network). The large number of packages available for R, and the ease of … WebR/alasso.R defines the following functions: alasso rdrr.io Find an R ... Search the biospear package. Functions. 46. Source code. 24. Man pages. 6. BMsel: Biomarker selection in a …

WebJan 23, 2024 · Functions and datasets to support Venables and Ripley, "Modern Applied Statistics with S" (4th edition, 2002). Webpkgconfig: Private Configuration for 'R' Packages Set configuration options on a per-package basis. Options set by a given package only apply to that package, other packages are unaffected.

WebMar 15, 2024 · CRAN is a network of ftp and web servers around the world that store identical, up-to-date, versions of code and documentation for R. Please use the CRAN … WebFeb 27, 2024 · biospear: Biomarker Selection in Penalized Regression Models. Provides some tools for developing and validating prediction models, estimate expected survival of patients and visualize them graphically.

WebJan 1, 2024 · The R package biospear allows selecting the biomarkers with the strongest impact on survival and on the treatment effect in high-dimensional Cox models, and estimating expected survival probabilities. Most of the implemented approaches are based on penalized regression techniques. Availability and implementation The package is …

Webbiospear — Biomarker Selection in Penalized Regression Models - GitHub - cran/biospear: This is a read-only mirror of the CRAN R package repository. biospear — Biomarker … song from eight gifts of hanukkahWebJan 1, 2024 · Summary: The R package biospear allows selecting the biomarkers with the strongest impact on survival and on the treatment effect in high-dimensional Cox models, … small envelopes whiteWebFeb 6, 2024 · Provides a variety of functions to estimate time-dependent true/false positive rates and AUC curves from a set of censored survival data. song from empire of the sun christian baleWebV. S. Vijayan. Vadayil Sankaran Vijayan (വി. എസ്. വിജയന്‍) (born 29 May 1945) is an Indian environmentalist, wildlife biologist, ornithologist, an admirer of naturopathy and the founding Director of the Salim Ali Centre for Ornithology and Natural History. He is currently the chairman of the Salim Ali Foundation. [1] song from far awayWebR/BMsel.R defines the following functions: BMsel print.resBMsel summary.resBMsel ... Search the biospear package. Functions. 46. Source code. 24. Man pages. 6. BMsel: … song from family ties at this momentWebThe method parameter specifies the approaches for model selection. Most of these selection methods are based on the lasso penalty (Tibshirani, 1996). The tuning … song from fly away homeWebOct 5, 2024 · Tools for visualizing, smoothing and comparing receiver operating characteristic (ROC curves). (Partial) area under the curve (AUC) can be compared with statistical tests based on U-statistics or bootstrap. Confidence intervals can be computed for (p)AUC or ROC curves. song from far away theatre