How data varies from typical value. Quantile: Figure out the values of the 0th, 25th, 50th, 75th, and top percentile using the quantile function. five_num = [dataset["subset"].quantile(0), ...

We have previously discussed the importance of estimating uncertainty in our measurements and incorporating it into data analysis 1. To know the extent to which we can generalize our observations, we ...

Sampling from probability distributions with known density functions (up to normalization) is a fundamental challenge across various scientific domains. From Bayesian uncertainty quantification to ...