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CytoProfile
View on CRAN: Click
here
Download and install CytoProfile package within the R console
Install from CRAN:
install.packages("CytoProfile")
Install from Github:
library("remotes")
install_github("cran/CytoProfile")
Install by package version:
library("remotes")
install_version("CytoProfile", "0.2.0")
Attach the package and use:
library("CytoProfile")
Maintained by
Shubh Saraswat
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2025-04-03
Latest Update: 2025-04-03
Description:
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 Maćkiewicz 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>.
How to cite:
Shubh Saraswat (2025). CytoProfile: Cytokine Profiling Analysis Tool. R package version 0.2.0, https://cran.r-project.org/web/packages/CytoProfile. Accessed 19 Apr. 2025.
Previous versions and publish date:
0.1.2 (2025-04-03 17:50)
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