Estimating under-five mortality in space and time in a developing world context

WorldClim 2: new 1-km spatial resolution climate surfaces for global land areas

(2017) Stephen E. Fick et al.   INTERNATIONAL JOURNAL OF CLIMATOLOGY

Dynamic Multiscale Spatiotemporal Models for Poisson Data

(2017) Thaís C. O. Fonseca et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Improved prediction accuracy for disease risk mapping using Gaussian process stacked generalization

(2017) Samir Bhatt et al.   Journal of the Royal Society Interface

Mapping under-5 and neonatal mortality in Africa, 2000–15: a baseline analysis for the Sustainable Development Goals

(2017) Nick Golding et al.   LANCET

Global, regional, and national under-5 mortality, adult mortality, age-specific mortality, and life expectancy, 1970–2016: a systematic analysis for the Global Burden of Disease Study 2016

(2017) Haidong Wang et al.   LANCET

Introduction to the Design and Analysis of Complex Survey Data

(2017) Chris Skinner et al.   STATISTICAL SCIENCE

Penalising Model Component Complexity: A Principled, Practical Approach to Constructing Priors

(2017) Daniel Simpson et al.   STATISTICAL SCIENCE

Spatial small area smoothing models for handling survey data with nonresponse

(2017) K. Watjou et al.   STATISTICS IN MEDICINE

Recentralization within decentralization: County hospital autonomy under devolution in Kenya

(2017) Edwine W. Barasa et al.   PLoS One

Evaluation of geospatial methods to generate subnational HIV prevalence estimates for local level planning

(2016)   AIDS

Comment: Getting into Space with a Weight Problem

(2016) Jon Wakefield et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Global, regional, and national causes of under-5 mortality in 2000–15: an updated systematic analysis with implications for the Sustainable Development Goals

(2016) Li Liu et al.   LANCET

An intuitive Bayesian spatial model for disease mapping that accounts for scaling

(2016) Andrea Riebler et al.   STATISTICAL METHODS IN MEDICAL RESEARCH

Sources of variation in under-5 mortality across sub-Saharan Africa: a spatial analysis

(2016) Marshall Burke et al.   Lancet Global Health

Model-based inference for small area estimation with sampling weights

(2016) Y. Vandendijck et al.   Spatial Statistics

Space–time smoothing of complex survey data: Small area estimation for child mortality

(2015) Laina D. Mercer et al.   Annals of Applied Statistics

A Multiresolution Gaussian Process Model for the Analysis of Large Spatial Datasets

(2015) Douglas Nychka et al.   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS

The effect of malaria control on Plasmodium falciparum in Africa between 2000 and 2015

(2015) S. Bhatt et al.   NATURE

HIV estimates at second subnational level from national population-based surveys

(2014) Joseph Larmarange et al.   AIDS

Global estimation of child mortality using a Bayesian B-spline Bias-reduction model

(2014) Leontine Alkema et al.   Annals of Applied Statistics

Modeling Age-Specific Mortality for Countries with Generalized HIV Epidemics

(2014) David J. Sharrow et al.   PLoS One

Child Mortality Estimation 2013: An Overview of Updates in Estimation Methods by the United Nations Inter-Agency Group for Child Mortality Estimation

(2014) Leontine Alkema et al.   PLoS One

Spatial Fay–Herriot models for small area estimation with functional covariates

(2014) Aaron T. Porter et al.   Spatial Statistics

Uncertainty in spatially predicted covariates: is it ignorable?

(2012) Scott D. Foster et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS

Population Distribution, Settlement Patterns and Accessibility across Africa in 2010

(2012) Catherine Linard et al.   PLoS One

Child Mortality Estimation: Methods Used to Adjust for Bias due to AIDS in Estimating Trends in Under-Five Mortality

(2012) Neff Walker et al.   PLOS MEDICINE

An explicit link between Gaussian fields and Gaussian Markov random fields: the stochastic partial differential equation approach

(2011) Finn Lindgren et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

Fixed rank kriging for very large spatial data sets

(2010) Noel Cressie et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

Approximate Bayesian inference for latent Gaussian models by using integrated nested Laplace approximations

(2009) Håvard Rue et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

Putting child mortality on a map: towards an understanding of inequity in health

(2009) C. Tottrup et al.   TROPICAL MEDICINE & INTERNATIONAL HEALTH

Climate change mitigation: A spatial analysis of global land suitability for clean development mechanism afforestation and reforestation

(2008) Robert J. Zomer et al.   AGRICULTURE ECOSYSTEMS & ENVIRONMENT

Gaussian predictive process models for large spatial data sets

(2008) Sudipto Banerjee et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

Ecologic Studies Revisited

(2007) Jonathan Wakefield   Annual Review of Public Health