Provides comprehensive cytokine profiling analysis through quality control using biologically meaningful cutoffs on raw cytokine measurements and by testing for distributional symmetry to recommend appropriate transformations. Offers exploratory data analysis with summary statistics, enhanced boxplots, and barplots, along with univariate and multivariate analytical capabilities for in-depth cytokine profiling such as Principal Component Analysis based on Andrzej MaÄkiewicz and Waldemar Ratajczak (1993) <doi:10.1016/0098-3004(93)90090-R>, Sparse Partial Least Squares Discriminant Analysis based on Lê Cao K-A, Boitard S, and Besse P (2011) <doi:10.1186/1471-2105-12-253>, Random Forest based on Breiman, L. (2001) <doi:10.1023/A:1010933404324>, and Extreme Gradient Boosting based on Tianqi Chen and Carlos Guestrin (2016) <doi:10.1145/2939672.2939785>.
Version: 0.2.1 Depends: R (≥ 4.3) Imports: mixOmics, dplyr, tidyr, pROC, plot3D, caret, xgboost, randomForest, gplots, e1071, ggplot2, ggrepel, gridExtra, reshape2 Suggests: spelling, BiocManager, testthat, knitr, rmarkdown, devtools, Ckmeans.1d.dp, prodlim Published: 2025-05-19 DOI: 10.32614/CRAN.package.CytoProfile Author: Shubh Saraswat [cre, aut, cph], Xiaohua Douglas Zhang [aut] Maintainer: Shubh Saraswat <shubh.saraswat00 at gmail.com> BugReports: https://github.com/saraswatsh/CytoProfile/issues License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] URL: https://github.com/saraswatsh/CytoProfile, https://cytoprofile.cytokineprofile.org/ NeedsCompilation: no Language: en-US Citation: CytoProfile citation info Materials: README NEWS CRAN checks: CytoProfile results Documentation: Downloads: Linking:Please use the canonical form https://CRAN.R-project.org/package=CytoProfile to link to this page.
RetroSearch is an open source project built by @garambo | Open a GitHub Issue
Search and Browse the WWW like it's 1997 | Search results from DuckDuckGo
HTML:
3.2
| Encoding:
UTF-8
| Version:
0.7.4