Statistical Methods for Global Health and Epidemiology: Principles, Methods and Applications (Hardcover, 2020)

Existent 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.