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210512 ||| eng |
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|a books978-3-03928-177-0
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|a 9783039281770
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|a 9783039281763
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| 100 |
1 |
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|a Bolboac?, Sorana D.
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| 245 |
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0 |
|a Applied and Computational Statistics
|h Elektronische Ressource
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| 260 |
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|b MDPI - Multidisciplinary Digital Publishing Institute
|c 2020
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| 300 |
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|a 1 electronic resource (104 p.)
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| 653 |
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|a machine learning
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| 653 |
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|a software testing
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| 653 |
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|a fullerene congeners
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| 653 |
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|a repeated measurement designs
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| 653 |
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|a gompertz distribution
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| 653 |
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|a structure-property relationships
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| 653 |
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|a mutation testing
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| 653 |
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|a maximum likelihood estimation
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| 653 |
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|a probability
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| 653 |
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|a C20 fullerene
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| 653 |
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|a Anderson-Darling test (AD)
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| 653 |
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|a modified beta generator
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| 653 |
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|a molecular descriptors
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| 653 |
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|a compound symmetry
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| 653 |
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|a Monte Carlo simulation
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| 653 |
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|a characteristic polynomial (ChP)
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| 041 |
0 |
7 |
|a eng
|2 ISO 639-2
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| 989 |
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|b DOAB
|a Directory of Open Access Books
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| 500 |
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|a Creative Commons (cc), https://creativecommons.org/licenses/by-nc-nd/4.0/
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| 028 |
5 |
0 |
|a 10.3390/books978-3-03928-177-0
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| 856 |
4 |
0 |
|u https://www.www.mdpi.com/books/pdfview/book/1985
|7 0
|x Verlag
|3 Volltext
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| 856 |
4 |
2 |
|u https://directory.doabooks.org/handle/20.500.12854/41086
|z DOAB: description of the publication
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| 520 |
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|a 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.
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