CD4 dataset

# Author: Steven Golovkine <steven_golovkine@icloud.com>
# License: MIT

# Load packages
import matplotlib.pyplot as plt
import numpy as np

from FDApy import read_csv
from FDApy.visualization import plot

In this section, we will use the CD4 dataset to illustrate the use of the package concerning irregularly sampled functional data. The dataset contains CD4 counts for \(366\) patients. The dataset can be downloaded from the here. This is an example of a IrregularFunctionalData object. It also shows how the CSV file should be formatted and can be read using the read_csv() function.

# Load data
cd4_data = read_csv("../data/cd4.csv", index_col=0)

_ = plot(cd4_data)
plt.show()