Biostatistics Modeling and Public Health Applications : Study Design and Analysis Methodology in Health Sciences, Volume 1 (Emerging Topics in Statistics and Biostatistics) / Chen, Ding-Geng (EDT)/ Coelho, Carlos A. (EDT)

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Biostatistics Modeling and Public Health Applications : Study Design and Analysis Methodology in Health Sciences, Volume 1 (Emerging Topics in Statistics and Biostatistics) （2024）

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Biostatistics Modeling and Public Health Applications : Study Design and Analysis Methodology in Health Sciences, Volume 1 (Emerging Topics in Statistics and Biostatistics) （2024）

Chen, Ding-Geng (EDT)/ Coelho, Carlos A. (EDT)

ウェブストア価格 ¥40,548（本体¥36,862）
Springer International Publishing AG（2024/12発売）
外貨定価 US$ 199.99
ポイント 368pt

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製本 Hardcover:ハードカバー版／ページ数 301 p.
言語 ENG
商品コード 9783031696893

Full Description

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.

.- 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.