Comprehensive List of Topics for Random Processes: 1. Stochastic Processes 2. Markov Chains 3. Continuous-Time Markov Chains 4. Markov Decision Processes (MDPs) 5. Random Walks 6. Poisson Processes 7. Renewal Processes 8. Stationary Processes 9. Weak and Strong Stationarity 10. Autocorrelation Function 11. Autoregressive Processes (AR) 12. Moving Average Processes (MA) 13. ARMA and ARIMA…… Continue reading Key Topics for Random Processes & Statistics and Probability
Tag: Statistics
Resources on Advanced Statistics & Probability as per ChatGPT
Here’s a list of some excellent resources across various formats—books, YouTube channels, and blogs—that cover advanced statistics and probability theories: Books: 1. “Introduction to Probability” by Dimitri P. Bertsekas and John N. Tsitsiklis – A comprehensive introduction to probability, available for free in PDF form on MIT’s OpenCourseWare. – [Link to PDF](https://athenasc.com/probbook.html) 2. “Think Stats”…… Continue reading Resources on Advanced Statistics & Probability as per ChatGPT