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Welcome to CytoProfile

CytoProfile is an R package designed for advanced cytokine data analysis. It provides a comprehensive suite of functions for exploratory, univariate, and multivariate analysis as well as machine learning methods tailored to your cytokine datasets.

Key Features

  • Exploratory Analysis:
    Quickly generate enriched bar plots, boxplots, and summary statistics to assess your data.

  • Statistical Testing:
    Perform t-tests, ANOVA, and other univariate methods with ease.

  • Multivariate Analysis:
    Utilize PCA, PLS-DA, and other techniques for deeper insights.

  • Machine Learning:
    Integrate Random Forest and XGBoost models for predictive analysis.

  • Data Handling:
    Seamlessly load and preprocess cytokine data for efficient analysis.

You can install the development version of CytoProfile from GitHub with:

# install.packages("devtools")
devtools::install_github("saraswatsh/CytoProfile")

Install CytoProfile from CRAN with:

install.packages("CytoProfile")

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