Applied and Computational Statistics
Research without statistics is like water in the sand; the latter is necessary to reap the benefits of the former. This collection of articles is designed to bring together different approaches to applied statistics. The studies presented in this book are a tiny piece of what applied statistics mean...
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Year of Publication: | 2020 |
Language: | English |
Physical Description: | 1 electronic resource (104 p.) |
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Bolboac?, Sorana D. auth Applied and Computational Statistics MDPI - Multidisciplinary Digital Publishing Institute 2020 1 electronic resource (104 p.) text txt rdacontent computer c rdamedia online resource cr rdacarrier Open access Unrestricted online access star Research without statistics is like water in the sand; the latter is necessary to reap the benefits of the former. This collection of articles is designed to bring together different approaches to applied statistics. The studies presented in this book are a tiny piece of what applied statistics means and how statistical methods find their usefulness in different fields of research from theoretical frames to practical applications such as genetics, computational chemistry, and experimental design. This book presents several applications of the statistics: A new continuous distribution with five parameters—the modified beta Gompertz distribution; A method to calculate the p-value associated with the Anderson–Darling statistic; An approach of repeated measurement designs; A validated model to predict statement mutations score; A new family of structural descriptors, called the extending characteristic polynomial (EChP) family, used to express the link between the structure of a compound and its properties. This collection brings together authors from Europe and Asia with a specific contribution to the knowledge in regards to theoretical and applied statistics. English molecular descriptors compound symmetry Anderson–Darling test (AD) software testing probability characteristic polynomial (ChP) mutation testing C20 fullerene fullerene congeners machine learning maximum likelihood estimation gompertz distribution modified beta generator structure–property relationships repeated measurement designs Monte Carlo simulation 3-03928-176-3 |
language |
English |
format |
eBook |
author |
Bolboac?, Sorana D. |
spellingShingle |
Bolboac?, Sorana D. Applied and Computational Statistics |
author_facet |
Bolboac?, Sorana D. |
author_variant |
s d b sd sdb |
author_sort |
Bolboac?, Sorana D. |
title |
Applied and Computational Statistics |
title_full |
Applied and Computational Statistics |
title_fullStr |
Applied and Computational Statistics |
title_full_unstemmed |
Applied and Computational Statistics |
title_auth |
Applied and Computational Statistics |
title_new |
Applied and Computational Statistics |
title_sort |
applied and computational statistics |
publisher |
MDPI - Multidisciplinary Digital Publishing Institute |
publishDate |
2020 |
physical |
1 electronic resource (104 p.) |
isbn |
3-03928-177-1 3-03928-176-3 |
illustrated |
Not Illustrated |
work_keys_str_mv |
AT bolboacsoranad appliedandcomputationalstatistics |
status_str |
n |
ids_txt_mv |
(CKB)4100000010163800 (oapen)https://directory.doabooks.org/handle/20.500.12854/41086 (EXLCZ)994100000010163800 |
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Applied and Computational Statistics |
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1796648759756587008 |
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