Introduction to Random Processes

Random processes are fundamental to many fields, including signal processing, telecommunications, and finance. A random process is essentially a collection of random variables indexed by time or space. These processes are used to model systems that evolve over time in…

Introduction to Statistical Inference I: Classical Methods

Statistical inference helps us make decisions or predictions about a population based on sample data. In classical methods of inference, we focus on point estimation, interval estimation, hypothesis testing, and linear regression. These are the cornerstones of applied statistics, frequently…