Theoretical distributions

Theoretical distributions are mathematical models that describe how values of a variable are expected to spread out or behave in a population. They help statisticians understand patterns and make predictions based on data. Common examples include the normal distribution, which looks like a bell curve, and the binomial distribution, which deals with outcomes of yes/no scenarios. By using these distributions, researchers can analyze trends, assess probabilities, and test hypotheses, providing a framework for interpreting real-world phenomena based on underlying assumptions.