02685nam 2200493z- 450 9910372782403321202102113-03928-177-1(CKB)4100000010163800(oapen)https://directory.doabooks.org/handle/20.500.12854/41086(oapen)doab41086(EXLCZ)99410000001016380020202102d2020 |y 0engurmn|---annantxtrdacontentcrdamediacrrdacarrierApplied and Computational StatisticsMDPI - Multidisciplinary Digital Publishing Institute20201 online resource (104 p.)3-03928-176-3 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.Anderson-Darling test (AD)C20 fullerenecharacteristic polynomial (ChP)compound symmetryfullerene congenersgompertz distributionmachine learningmaximum likelihood estimationmodified beta generatormolecular descriptorsMonte Carlo simulationmutation testingprobabilityrepeated measurement designssoftware testingstructure-property relationshipsBolboac? Sorana Dauth1301180BOOK9910372782403321Applied and Computational Statistics3025769UNINA