TY  - BOOK
AU  - Bolboac?, Sorana D.
AB  - 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.
DO  - 10.3390/books978-3-03928-177-0
ID  - OAPEN ID: 43650
KW  - molecular descriptors
KW  - compound symmetry
KW  - Anderson–Darling test (AD)
KW  - software testing
KW  - probability
KW  - characteristic polynomial (ChP)
KW  - mutation testing
KW  - C20 fullerene
KW  - fullerene congeners
KW  - machine learning
KW  - maximum likelihood estimation
KW  - gompertz distribution
KW  - modified beta generator
KW  - structure–property relationships
KW  - repeated measurement designs
KW  - Monte Carlo simulation
L1  - https://www.mdpi.com/books/pdfview/book/1985
LA  - English
LK  - https://directory.doabooks.org/handle/20.500.12854/41086
PB  - MDPI - Multidisciplinary Digital Publishing Institute
PY  - 2020
SN  - 9783039281770
SN  - 9783039281763
TI  - Applied and Computational Statisticsnull
ER  - 
