Digital Signal Processing (DSP) with Python Programming

The parameter estimation and hypothesis testing are the basic tools in statistical inference. These techniques occur in many applications of data processing., and methods of Monte Carlo have become an essential tool to assess performance. For pedagogical purposes the book includes several computational problems and exercices. To prevent students from getting stuck on exercises, detailed corrections are provided.

Table of Contents

Chapter 1. Useful Maths
Chapter 2. Statistical Inferences
Chapter 3. Inferences on HMM
Chapter 4. Monte-Carlo Methods
Chapter 5. Hints and Solutions