3 D Statistical Learning

Case Study: Bayesian Structural Equation Models in Clinical Study Data with Small Samples

Overview Data and Context Methodological Approach Key Findings Practical Implications Summary Resources Overview In clinical research, sample sizes are often small due to cost, recruitment, or ethical constraints. Traditional (frequentist) structural equation models (SEM) and…

Case Study: Customer Relationship Management in a Media Company – User Behavior Analysis

Challenge A media company faced the challenge of gaining a deeper understanding of user behavior on its online portals. The goal was to build a reliable data foundation for strategic decisions and to optimize user…

Case Study: Customer Relationship Management in Medical Technology – Building Data-Driven Marketing

Challenge A medical technology company needed to enhance its customer relationship management by leveraging data to drive marketing effectiveness. The existing approaches to user engagement were not sufficiently targeted, resulting in missed opportunities for customer…

Case Study: Optimizing Electricity Procurement Costs

Challenge Rising energy prices and complex load profiles made it increasingly difficult for companies to keep procurement costs under control. The goal was to develop a data-driven solution to identify savings potential and optimize electricity…