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Compile Batch Statistics into a Tidy Data Frame

Source: R/analysis.r
compile_batch_stats.Rd

Iterates through a list of 'BioThermR' objects, extracts the pre-calculated statistics (from analyze_thermal_stats), and aggregates them into a single summary data frame. This function transforms the nested list structure into a flat, tabular format (Tidy Data) suitable for downstream statistical analysis (ANOVA, t-test) or visualization.

Usage

compile_batch_stats(img_list)

Arguments

img_list

A list of 'BioThermR' objects (typically the output of a batch processing workflow). Note: analyze_thermal_stats must be run on these objects first to populate the 'stats' slot.

Value

A data.frame where:

  • Rows represent individual images.

  • Columns include 'Filename' and all metrics computed by analyze_thermal_stats (e.g., Min, Max, Mean, Median, SD, IQR, CV, Peak_Density).

Examples

if (FALSE) { # \dontrun{
# 1. Import and Process
batch <- read_thermal_batch("data/")
batch <- lapply(batch, analyze_thermal_stats)

# 2. Compile Results
df_results <- compile_batch_stats(batch)

# 3. View
head(df_results)
} # }