One go function for Bootstrapped uncertainty quantification given observation matrix. It will generate at a given x% confidence interval, uncertainty. Signature is as follows:
def bootstrap_observed_matrix_ci(
observations: np.array,
nboot: int = 1000,
lower_quantile: float = 0.025,
upper_quantile: float = 0.975,
)
