04157nam a22005535i 4500 978-3-031-69690-9 DE-He213 20251030114616.0 cr nn 008mamaa 241214s2024 sz | s |||| 0|eng d 9783031696909 978-3-031-69690-9 10.1007/978-3-031-69690-9 doi QA276-280 PBT bicssc MAT029000 bisacsh PBT thema Biostatistics Modeling and Public Health Applications [electronic resource] : Study Design and Analysis Methodology in Health Sciences, Volume 1 / edited by Ding-Geng Chen, Carlos A. Coelho. 1st ed. 2024. Cham : Springer Nature Switzerland : Imprint: Springer, 2024. XX, 301 p. 55 illus., 50 illus. in color. online resource. text txt rdacontent computer c rdamedia online resource cr rdacarrier text file PDF rda Emerging Topics in Statistics and Biostatistics, 2524-7743 -- 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. Statistics . 65982 Biometry. 65981 Statistics. 65982 Statistics. 65982 Biostatistics. 65985 Statistical Theory and Methods. Chen, Ding-Geng. editor. edt http://id.loc.gov/vocabulary/relators/edt 80220 Coelho, Carlos A. editor. edt http://id.loc.gov/vocabulary/relators/edt 88891 SpringerLink (Online service) Springer Nature eBook Printed edition: 9783031696893 Printed edition: 9783031696916 Printed edition: 9783031696923 Emerging Topics in Statistics and Biostatistics, 2524-7743 88892 https://doi.org/10.1007/978-3-031-69690-9 ZDB-2-SME ZDB-2-SXM 65694 65694