03929nam 22006135 450 991091779500332120250330002856.09783031696909303169690510.1007/978-3-031-69690-9(MiAaPQ)EBC31837032(Au-PeEL)EBL31837032(CKB)37018333300041(DE-He213)978-3-031-69690-9(OCoLC)1479627471(EXLCZ)993701833330004120241214d2024 u| 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierBiostatistics Modeling and Public Health Applications Study Design and Analysis Methodology in Health Sciences, Volume 1 /edited by Ding-Geng Chen, Carlos A. Coelho1st ed. 2024.Cham :Springer Nature Switzerland :Imprint: Springer,2024.1 online resource (311 pages)Emerging Topics in Statistics and Biostatistics,2524-77439783031696893 3031696891 -- Bootstrap calibrated tests for average bioequivalence and scaled average bioequivalence. -- Hypothesis Testing within Bayesian Inference "Regression Estimation for Length-Biased Data:A Review and Comparative Study". -- "Nonparametric Methods for Incomplete Multivariate Data: Applications to Quality of Life Outcomes". -- Geostatistical Analysis of Under-Five Children Mortality and Associated Factors Across Sub-Saharan African Countries. -- SEIRD Mathematical Modelling of Malaria Transmission Dynamics in Ethiopia. -- Robust Principal Component Analysis for Retinal Image Enhancement. -- "Estimating Average and Individual Treatment Effects in the Presence of Time-Dependent Covariates". -- "Detection of Quadratic Interactions in Brain Functional Connectivity". -- "Variable selection in the generalized semiparametric longitudinal model and HIV analysis". -- Survey design effect in the prediction of events for categorical health outcomes through regression methods: Evidence from Malawi under-five mortality survey data; 2000-2016. -- Survey design effect in the prediction of events for categorical health outcomes through regression methods: Evidence from Malawi under-five mortality survey data; 2000-2016. -- Issues in Multivariate Spatial Analysis of Multiple Diseases Using Complex Health Survey Data.This book provides an overview and compilation of contemporary topics and innovative approaches in biostatistical modeling through their applications to evidence-based public health research and decision-making. This book covers topics in 3 parts as: 1) Biostatistical Modeling, 2) Imaging Data Analysis, and 3) Public Health Applications. Topics should appeal to both expert statisticians, as well as health researchers interested in biostatistical methodological applications in evidence-based health research. The book is a resourceful manual and can be used as an authoritative reference. The features covered in this book will appeal to researchers where public health research is being rigorously conducted.Emerging Topics in Statistics and Biostatistics,2524-7743StatisticsBiometryStatisticsStatisticsBiostatisticsStatistical Theory and MethodsStatistics.Biometry.Statistics.Statistics.Biostatistics.Statistical Theory and Methods.519.5Chen Ding-Geng767993Coelho Carlos A781327MiAaPQMiAaPQMiAaPQBOOK9910917795003321Biostatistics Modeling and Public Health Applications4304974UNINA