environmentaltools.spatiotemporal.bme.integrate_moment_vector

environmentaltools.spatiotemporal.bme.integrate_moment_vector(ms, vs, ks, As, Bs, p, maxpts, zp)

Compute moment integrals using the trapezoidal rule.

Performs numerical integration for BME moment calculations over soft data probability intervals.

Parameters:

• ms (np.ndarray) – Mean values of soft data.

• vs (np.ndarray) – Variance values of soft data.

• ks (np.ndarray) – Covariance matrix for soft data.

• As (np.ndarray) – Coefficient matrix for moment calculation.

• Bs (np.ndarray) – Constant terms for moment calculation.

• p (np.ndarray) – Powers for moment orders [power1, power2].

• maxpts (int) – Maximum number of integration intervals.

• zp (np.ndarray) – Percentile bounds for integration intervals.

Returns:

Array containing integrated moment values.

Return type:

np.ndarray

Notes

Uses trapezoidal integration combined with multivariate normal distributions to evaluate moments of the posterior distribution.