Federation University: Apply Principles of Statistics Process Control

This statistics assignment explores various concepts including sampling techniques (stratified, cluster, systematic, simple random, and convenience sampling) and their applications. It analyzes data to calculate the mean, median, and standard deviation, and plots scatter line charts. The assignment also defines and differentiates between common and special cause variations, constructs and analyzes run charts with upper and lower control limits. Furthermore, it delves into the standard distribution curve and standard deviation, and discusses the importance of setting targets and limits in business processes, providing examples. Finally, it includes detailed calculations of mean, mode, and median for different datasets, along with interpretations of the results. The assignment is comprehensive and provides a practical understanding of statistical process control.