Compute Logarithmic Transformation for Probabilities

This function computes a custom logarithmic transformation of probabilities. If the probability is less than LIMIT_PROB, it returns LIMIT_COLOG. Otherwise, it returns the negative base-10 logarithm of the probability.

Usage

colog(prob)

Arguments

prob

A numeric vector of probabilities.

Value

A numeric vector where values less than LIMIT_PROB are replaced by LIMIT_COLOG, and other values are transformed using -log10().

Examples

# Example with a single probability value
colog(0.001)
#> [1] 3

# Example with a vector of probabilities
colog(c(0.001, 0.05, 0.1))
#> [1] 3.00000 1.30103 1.00000