Bootstrapping : : An Integrated Approach with Python and Stata / / Felix Bittmann.
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 gi...
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Superior document: | Title is part of eBook package: De Gruyter DG Ebook Package English 2021 |
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Place / Publishing House: | Berlin ;, Boston : : De Gruyter, , [2021] ©2021 |
Year of Publication: | 2021 |
Language: | English |
Online Access: | |
Physical Description: | 1 online resource (VIII, 120 p.) |
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100 | 1 | |a Bittmann, Felix, |e author. |4 aut |4 http://id.loc.gov/vocabulary/relators/aut | |
245 | 1 | 0 | |a Bootstrapping : |b An Integrated Approach with Python and Stata / |c Felix Bittmann. |
264 | 1 | |a Berlin ; |a Boston : |b De Gruyter, |c [2021] | |
264 | 4 | |c ©2021 | |
300 | |a 1 online resource (VIII, 120 p.) | ||
336 | |a text |b txt |2 rdacontent | ||
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505 | 0 | 0 | |t Frontmatter -- |t Contents -- |t 1 Basic statistical concepts -- |t 2 Bootstrapping -- |t 3 Confidence intervals -- |t 4 Hypothesis testing -- |t 5 Regression models -- |t 6 Applied programming examples -- |t Bibliography |
506 | 0 | |a restricted access |u http://purl.org/coar/access_right/c_16ec |f online access with authorization |2 star | |
520 | |a 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. | ||
530 | |a Issued also in print. | ||
538 | |a Mode of access: Internet via World Wide Web. | ||
546 | |a In English. | ||
588 | 0 | |a Description based on online resource; title from PDF title page (publisher's Web site, viewed 01. Dez 2022) | |
650 | 0 | |a Bootstrap (Statistics). | |
650 | 0 | |a Python (Computer program language). | |
650 | 7 | |a BUSINESS & ECONOMICS / Statistics. |2 bisacsh | |
653 | |a Bootstrapping. | ||
653 | |a Computational Statistics. | ||
653 | |a Resampling. | ||
653 | |a Variance Estimation Methods. | ||
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773 | 0 | 8 | |i Title is part of eBook package: |d De Gruyter |t EBOOK PACKAGE Economics 2021 |z 9783110753820 |o ZDB-23-DBV |
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