A Functional Data Analysis Package for Spatial Single Cell Data


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Documentation for package ‘mxfda’ version 0.2.1

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add_summary_function Add Summary Function
bivariate bivariate
entropy Entropy
extract_fpca_object Extract FPCA object
extract_fpca_scores Extract FPCA scores
extract_model Extract Model
extract_spatial_summary Summarise spatial data in mxFDA object
extract_summary_functions Extract Summary Functions
extract_surface Extract Surface
filter_spatial Filter Spatial data
lung_df Multiplex imaging data from a non-small cell lung cancer study.
lung_FDA Multiplex imaging data from a non-small cell lung cancer study
make_mxfda Make mxFDA class object
ovarian_FDA Multiplex imaging data from an ovarian cancer tumor microarray
plot.afcmSurface Plot afcm object
plot.lfcmSurface Plot lfcm surface
plot.mxFDA Plot mxFDA object
plot.sofr Plot sofr object
plot_fpc Create plot of mean +/- scaled eigenfunctions from FPCA
plot_mfpc Create plot of mean +/- scaled eigenfunctions from FPCA
run_fcm Run Function Cox Models
run_fpca run_fpca
run_mfcm Run function Cox models for data with multiple samples per subject
run_mfpca run_fpca
run_sofr Run Scalar on Function Regression
summary.mxFDA Summary method for object of class 'mxFDA'
univariate univariate