calculate_weighted_marginals {topolow}R Documentation

Calculate Weighted Marginal Distributions

Description

Calculates marginal distributions for each parameter with weights derived from log-likelihoods.

Usage

calculate_weighted_marginals(samples)

Arguments

samples

Data frame containing: - log_N, log_k0, log_cooling_rate, log_c_repulsion: Parameter columns - NLL: Negative log-likelihood column

Details

Uses kernel density estimation weighted by normalized likelihoods.

Value

Named list of marginal distributions, each containing:

x

Vector of parameter values

y

Vector of density estimates


[Package topolow version 1.0.0 Index]