ENGLISH

Bootstrapping: An Integrated Approach

By Felix Bittmann

Book information

Publisher
de Gruyter
Year
2021
ISBN
3110694409, 9783110694406
Language
english
Format
PDF
Filesize
4 MB (3868578 bytes)
Pages
120\128
Time added
2021-12-05 07:03:30

Description

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. Contents 1 Basic statistical concepts 2 Bootstrapping 3 Confidence intervals 4 Hypothesis testing 5 Regression models 6 Applied programming examples Bibliography

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