Frequentist Statistics
Frequentist Statistics involves the use of probability theory to make inferences about a population based on sample data. It relies on the concept of repeated sampling and emphasizes the idea that probability is a measure of the long-term frequency of events. Key principles of frequentist statistics include hypothesis testing, confidence intervals, and the use of p-values to assess the strength of evidence in data analysis.