There are lots of great material on Statistical Modeling subject in the internet, buts its always a challenge to figure out a ready list of top books on Statistical Modeling that one can refer to immediately. Even though online materials are good, but nothing can beat the depth of coverage that a book can offer. Hence, we researched the list of Statistical Modeling books which are used by students worldwide and came up with top 10 Book Recommendations on Statistical Modeling subject. These books can be used as a great starting point for anyone studying Statistical Modeling and can also be used as a ready reference for Under-Graduate and Post-Graduate programs.
Most of these Statistical Modeling books are also in the best-seller lists in Amazon website. We have added a brief description of these best books and have also included direct links to Amazon site (as affiliate). This allows anyone to directly visit the site and order printed copies of these best books.
Here is the full list of best reference books on Statistical Modeling.
|1. “Density Estimation for Statistics and Data Analysis” by B. W. Silverman|
|2. “Tools for Statistical Inference” by M. A. Tanner|
|3. “An Introduction to the Bootstrap” by B. Efron and R. J. Tibshirani|
|4. ” Statistical Digital Signal Processing and Modeling ” by Monson H. Hayes|
|5. ” Modeling and Simulation Using MATLAB – Simulink: For ECE ” by Dr. Shailendra Jain, Dr. Sanjeevan Kapshe|
|6. ” Applied Predictive Modeling ” by Max Kuhn and Kjell Johnson|
|7. ” Statistical and Adaptive Signal Processing: Spectral Estimation, Signal Modeling, Adaptive Filtering ” by Dimitris G. Manolakis and Vinay K. Ingle|
|8. ” Statistical Rethinking: A Bayesian Course with Examples in R and Stan ” by Richard McElreath|
|9. ” Statistical Modeling and Computation ” by Dirk P. Kroese and Joshua C.C. Chan|
|10. ” Statistical and Machine-Learning Data Mining: Techniques for Better Predictive Modeling and Analysis ” by Bruce Ratner|
If any more book needs to be added to the list of best books on Statistical Modeling Subject, please let us know.
Sanfoundry Global Education & Learning Series – Best Reference Books!