03822nam a22004695i 4500001001800000003000900018005001700027007001500044008004100059020001800100024003500118050001400153072001600167072002300183072001500206245019800221250001800419264006900437300006400506336002600570337002600596338003600622347002400658490006400682505133400746520071802080650001802798650001402816650001602830650001602846650001902862650003602881700007802917700007902995710003403074773002603108776003603134776003603170776003603206830006403242856004603306978-3-031-69690-9DE-He21320251030114616.0cr nn 008mamaa241214s2024    sz |    s    |||| 0|eng d  a97830316969097 a10.1007/978-3-031-69690-92doi 4aQA276-280 7aPBT2bicssc 7aMAT0290002bisacsh 7aPBT2thema10aBiostatistics Modeling and Public Health Applicationsh[electronic resource] :bStudy Design and Analysis Methodology in Health Sciences, Volume 1 /cedited by Ding-Geng Chen, Carlos A. Coelho.  a1st ed. 2024. 1aCham :bSpringer Nature Switzerland :bImprint: Springer,c2024.  aXX, 301 p. 55 illus., 50 illus. in color.bonline resource.  atextbtxt2rdacontent  acomputerbc2rdamedia  aonline resourcebcr2rdacarrier  atext filebPDF2rda1 aEmerging Topics in Statistics and Biostatistics,x2524-77430 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.  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. 0aStatistics . 0aBiometry. 0aStatistics.14aStatistics.24aBiostatistics.24aStatistical Theory and Methods.1 aChen, Ding-Geng.eeditor.4edt4http://id.loc.gov/vocabulary/relators/edt1 aCoelho, Carlos A.eeditor.4edt4http://id.loc.gov/vocabulary/relators/edt2 aSpringerLink (Online service)0 tSpringer Nature eBook08iPrinted edition:z978303169689308iPrinted edition:z978303169691608iPrinted edition:z9783031696923 0aEmerging Topics in Statistics and Biostatistics,x2524-774340uhttps://doi.org/10.1007/978-3-031-69690-9