LEADER 04583nam 22005775 450 001 9910484466903321 005 20230816013139.0 010 $a3-030-35260-9 024 7 $a10.1007/978-3-030-35260-8 035 $a(CKB)4920000000496076 035 $a(DE-He213)978-3-030-35260-8 035 $a(MiAaPQ)EBC6245724 035 $a(PPN)25251923X 035 $a(EXLCZ)994920000000496076 100 $a20200413d2020 u| 0 101 0 $aeng 135 $aurnn|008mamaa 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aStatistical Methods for Global Health and Epidemiology $ePrinciples, Methods and Applications /$fedited by Xinguang Chen, (Din) Ding-Geng Chen 205 $a1st ed. 2020. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2020. 215 $a1 online resource (XV, 403 p. 161 illus., 129 illus. in color.) 225 1 $aICSA Book Series in Statistics,$x2199-0999 311 $a3-030-35259-5 327 $aExistent Data Sources for Global Health and Epidemiology -- Satellite Imagery Data for Global Health and Epidemiology -- GIS/GPS-Assisted Probability Sampling in Resource-Limited Settings -- Construal-Level Theory Supported Methods for Sensitive Topics: Applications in Three Different Populations -- Integrative Data Analysis and Application in Global Health -- Introduction to Privacy-Preserving Data Collection and Sharing Methods for Global Health Research -- Geographic Mapping for Global Health Research -- A 4D-Indicator System of Count, P Rate, G Rate and PG Rate for Epidemiology and Global Health -- Historical Trends in Mortality Risk over a 100-Year Period in China with Recent Data-An Innovative Application of APC Modeling -- Moore-Penrose Generalized-Inverse Solution to APC Modeling for Historical Epidemiology and Global Health -- Mixed Effects Modeling of Multi-Site Data-Health Behaviors among Adolescents in Hong Kong, Macao, Taipei, Wuhan and Zhuhai -- Geographically Weighted Regression for Global Epidemiological Research -- Bayesian Spatial-Temporal Disease Modeling With Application to Malaria -- "Efficient Biosurveillance By A Statistical Process Control Chart Using Covariates" -- Cusp Catastrophe Regression Analysis of Testosterone in Bifurcating the Age-Related Changes in PSA, a Biomarker for Prostate Cancer -- Logistic Cusp Catastrophe Regression for Binary Outcome: Method Development and Empirical Testing. 330 $aThis book examines statistical methods and models used in the fields of global health and epidemiology. It includes methods such as innovative probability sampling, data harmonization and encryption, and advanced descriptive, analytical and monitory methods. Program codes using R are included as well as real data examples. Contemporary global health involves a myriad of medical and health challenges, including inequality of treatment, the HIV/AIDS epidemic and its subsequent control, the flu, tobacco control, drug use, and environmental pollution. In addition to its vast scales and telescopic perspective, addressing global health concerns often involves examining resource-limited populations with large geographic, socioeconomic diversities. Therefore, advancing global health requires new epidemiological design, new data, and new methods for sampling, data processing, and statistical analysis. This book provides global health researchers with methods that will enable access to and utilization of existing data. Featuring contributions from both epidemiological and biostatistical scholars, this book is a practical resource for researchers, practitioners, and students in solving global health problems in research, education, training, and consultation. 410 0$aICSA Book Series in Statistics,$x2199-0999 606 $aBiometry 606 $aStatistics 606 $aEpidemiology 606 $aBiostatistics 606 $aStatistical Theory and Methods 606 $aEpidemiology 615 0$aBiometry. 615 0$aStatistics. 615 0$aEpidemiology. 615 14$aBiostatistics. 615 24$aStatistical Theory and Methods. 615 24$aEpidemiology. 676 $a614.4072 702 $aChen$b Xinguang$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aChen$b (Din) Ding-Geng$4edt$4http://id.loc.gov/vocabulary/relators/edt 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910484466903321 996 $aStatistical Methods for Global Health and Epidemiology$92369193 997 $aUNINA