9788184891430, A First Course in Statistics for Signal Analysis, W. A. Woyczyński, SPRINGER EXCLUSIVE(CBS), Paperback, English, Worldwide

Wojbor A. Woyczyński is a renowned mathematician and educator specializing in probability, statistics, and signal analysis. He has contributed extensively to stochastic processes, statistical modeling, and applied mathematics. With decades of teaching experience, he simplifies complex mathematical concepts for students and professionals. His research spans fields like signal processing, physics, and finance. Woyczyński has authored multiple influential books and research papers. He is affiliated with prestigious universities and has mentored numerous scholars. His work bridges theory and practical applications, making statistical analysis accessible. A respected academic, he continues to shape modern statistical and mathematical studies.

1. Introduction to Probability and Statistics

   • Basic Concepts
   • Applications in Signal Processing

2. Random Variables and Probability Distributions

   • Discrete and Continuous Random Variables
   • Important Distributions (Gaussian, Poisson, etc.)

3. Expectation and Moments

   • Mean, Variance, and Higher-Order Moments
   • Covariance and Correlation

4. Random Processes and Their Properties

   • Stationary and Non-Stationary Processes
   • Ergodicity and Power Spectral Density

5. Estimation Theory

   • Maximum Likelihood Estimation
   • Bayesian Estimation

6. Hypothesis Testing and Decision Theory

   • Statistical Tests and Their Applications
   • Signal Detection Theory

7. Linear Systems and Random Signals

   • Response of Linear Systems to Random Inputs
   • Filtering and Signal Processing Applications

8. Markov Processes and Stochastic Calculus

   • Markov Chains and Their Applications
   • Brownian Motion and Its Uses

9. Applications in Signal and Data Analysis

   • Noise Reduction and Signal Enhancement
   • Real-World Case Studies

10. Appendices

• Mathematical Review
• Tables and Additional Resources

• Publisher ‏ : ‎ SPRINGER EXCLUSIVE(CBS) 
• Language ‏ : ‎ English
• Paperback ‏ : ‎ 218 pages
• ISBN-13 ‏ : ‎ 978-8184891430
• Item Weight ‏ : ‎ 0.5 kg
• Dimensions ‏ : ‎ 20.3 x 25.4 x 4.7 cm