Bayesian approaches to variable selection and model comparison construct a coherent probabilistic framework that integrates prior beliefs with observed data. In variable selection, each candidate ...

Offered through an interdisciplinary partnership, data science at CU Boulder is delivered by the Departments of Applied Mathematics, Computer Science, and Information Science and awarded by the ...

Articulate the primary interpretations of probability theory and the role these interpretations play in Bayesian inference Use Bayesian inference to solve real-world statistics and data science ...

Mixed models for longitudinal data analysis provide a unified framework to examine repeated measurements collected over time from individuals or experimental units. By incorporating both fixed effects ...

Google will now open Meridian, the company’s marketing mix modeling measurement system, which will become available to all marketers and data scientists globally. A certified partner program with more ...

Google has launched a new open-source marketing mix model (MMM) for data scientists and marketers called Meridian. It's meant to help them better understand how their marketing campaigns influence ...