Learning Outcomes Explain why probability is important to statistics and data science. See the relationship between conditional and independent events in a statistical experiment. Calculate the ...

For example, if the graph structure and conditional probability tables of the Bayesian network are taken to be as defined in Figure 1, then the conditional probability that the signal is high ...

We propose a group sequential method based on the sequential conditional probability ratio test and show that it has the conservatism desired in practice. We also propose calculating the discordant ...