NOVA (version 0.1.1)

handle_missing_values: Handle Missing Values in MEA Data

Description

Handles missing values in MEA datasets using various imputation strategies or removal methods.

Usage

handle_missing_values(data, value_column, method, verbose)

Value

Data frame with missing values handled according to specified method

Arguments

data

Data frame containing MEA data

value_column

Character string specifying the column with values to process

method

Character string specifying handling method: "remove", "impute_mean", "impute_zero"

verbose

Logical indicating whether to print progress messages

Examples

test_data <- data.frame(
  ID = 1:10,
  Value = c(1.2, NA, 3.4, 2.1, NA, 5.6, 4.3, NA, 2.8, 3.9)
)
cleaned <- handle_missing_values(test_data, "Value", "remove", FALSE)