AgePopDenom (version 0.4.0)

aggregate_and_extract_gamma: Aggregate Individual Survey Data and Extract Gamma Parameters by Location

Description

This script aggregates the individual Survey data to location level and extracts the gamma parameters for the locations.

Usage

aggregate_and_extract_gamma(
  data,
  lat_column = "lat",
  long_column = "long",
  age_column = "ageyrs",
  urban_column = "urban"
)

Value

List containing:

• outlier_free_data: Original data with added spatial coordinates, outliers removed, and clusters with less than 10 samples removed

• age_param_data: Location-level gamma parameters with columns: lon, lat, web_x, web_y, log_scale, log_shape, urban, b1, c, b2, nsampled

Arguments

data

Data frame containing individual-level age data with coordinates and urban/rural classification.

lat_column

Column name for latitude coordinates (default: "lat")

long_column

Column name for longitude coordinates (default: "long")

age_column

Column name for age values (default: "ageyrs")

urban_column

Column name for urban/rural classification (default: "urban")