Bittmann F. Bootstrapping: An Integrated Approach with Python and Stata

Berlin: de Gruyter, 2021. — 128 p.Bootstrapping is a conceptually simple statistical technique to increase the quality of estimates, conduct robustness checks and compute standard errors for virtually any statistic. This book provides an intelligible and compact introduction for students, scientists and practitioners. It not only gives a clear explanation of the underlying concepts but also demonstrates the application of bootstrapping using Python and Stata.
The content is highly accessible to beginners and requires only basic statistical knowledge.
Applied examples demonstrate the technique in action and provide code templates.