lpdf

Uniform.lpdf(X)

Log of the Probability Density Function (LPDF).

The log-PDF for the uniform distribution is:

\[\ln f(x | \alpha, \beta) = -\ln(\beta - \alpha)\]

where \(\alpha\) is the left_border parameter and \(\beta\) is the right_border parameter. The function is -inf for \(\alpha >= \beta\) or when x not in range.

Parameters:

X (ArrayLike) – The input data points at which to evaluate the LPDF.

Returns:

The log-PDF values corresponding to each point in X.

Return type:

NDArray[np.float64]