LEADER 03929nam 22006135 450 001 9910917795003321 005 20250330002856.0 010 $a9783031696909 010 $a3031696905 024 7 $a10.1007/978-3-031-69690-9 035 $a(MiAaPQ)EBC31837032 035 $a(Au-PeEL)EBL31837032 035 $a(CKB)37018333300041 035 $a(DE-He213)978-3-031-69690-9 035 $a(OCoLC)1479627471 035 $a(EXLCZ)9937018333300041 100 $a20241214d2024 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aBiostatistics Modeling and Public Health Applications $eStudy Design and Analysis Methodology in Health Sciences, Volume 1 /$fedited by Ding-Geng Chen, Carlos A. Coelho 205 $a1st ed. 2024. 210 1$aCham :$cSpringer Nature Switzerland :$cImprint: Springer,$d2024. 215 $a1 online resource (311 pages) 225 1 $aEmerging Topics in Statistics and Biostatistics,$x2524-7743 311 08$a9783031696893 311 08$a3031696891 327 $a -- 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. 330 $aThis book provides an overview and compilation of contemporary topics and innovative approaches in biostatistical modeling through their applications to evidence-based public health research and decision-making. This book covers topics in 3 parts as: 1) Biostatistical Modeling, 2) Imaging Data Analysis, and 3) Public Health Applications. Topics should appeal to both expert statisticians, as well as health researchers interested in biostatistical methodological applications in evidence-based health research. The book is a resourceful manual and can be used as an authoritative reference. The features covered in this book will appeal to researchers where public health research is being rigorously conducted. 410 0$aEmerging Topics in Statistics and Biostatistics,$x2524-7743 606 $aStatistics 606 $aBiometry 606 $aStatistics 606 $aStatistics 606 $aBiostatistics 606 $aStatistical Theory and Methods 615 0$aStatistics. 615 0$aBiometry. 615 0$aStatistics. 615 14$aStatistics. 615 24$aBiostatistics. 615 24$aStatistical Theory and Methods. 676 $a519.5 700 $aChen$b Ding-Geng$0767993 701 $aCoelho$b Carlos A$0781327 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910917795003321 996 $aBiostatistics Modeling and Public Health Applications$94304974 997 $aUNINA