Comparison of national level spatial and spatio-temporal models of malaria
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Denis Valle | Kok Ben Toh | K. Toh | D. Valle
[1] M. Hutchinson,et al. Splines — more than just a smooth interpolator , 1994 .
[2] Max Kuhn,et al. Building Predictive Models in R Using the caret Package , 2008 .
[3] O. Gaye,et al. Estimating the Burden of Malaria in Senegal: Bayesian Zero-Inflated Binomial Geostatistical Modeling of the MIS 2008 Data , 2012, PloS one.
[4] Adam Kapelner,et al. bartMachine: Machine Learning with Bayesian Additive Regression Trees , 2013, 1312.2171.
[5] John S. Brownstein,et al. The global distribution and burden of dengue , 2013, Nature.
[6] P. Vounatsou,et al. Geostatistical modelling of malaria indicator survey data to assess the effects of interventions on the geographical distribution of malaria prevalence in children less than 5 years in Uganda , 2017, PloS one.
[7] David L. Smith,et al. A World Malaria Map: Plasmodium falciparum Endemicity in 2007 , 2009, PLoS medicine.
[8] P Vounatsou,et al. Malaria mapping using transmission models: application to survey data from Mali. , 2006, American journal of epidemiology.
[9] Jonas Franke,et al. Geostatistical modelling of the malaria risk in Mozambique: effect of the spatial resolution when using remotely-sensed imagery. , 2015, Geospatial health.
[10] P. Gething,et al. Re-examining environmental correlates of Plasmodium falciparum malaria endemicity: a data-intensive variable selection approach , 2015, Malaria Journal.
[11] H. Rue,et al. An explicit link between Gaussian fields and Gaussian Markov random fields: the stochastic partial differential equation approach , 2011 .
[12] Sérgio Freire,et al. GHS built-up grid, derived from Landsat, multitemporal (1975, 1990, 2000, 2014) , 2015 .
[13] Haavard Rue,et al. Spatial modelling with R-INLA: A review , 2018, 1802.06350.
[14] Seth R Flaxman,et al. Improved prediction accuracy for disease risk mapping using Gaussian process stacked generalization , 2016, Journal of The Royal Society Interface.
[15] K. Battle,et al. A global map of travel time to cities to assess inequalities in accessibility in 2015 , 2018, Nature.
[16] L Gosoniu,et al. Bayesian modelling of geostatistical malaria risk data. , 2006, Geospatial health.
[17] Mevin B Hooten,et al. The basis function approach for modeling autocorrelation in ecological data. , 2016, Ecology.
[18] Joshua L. Warren,et al. Influence of Demographic and Health Survey Point Displacements on Raster-Based Analyses , 2015, Spatial Demography.
[19] P. Vounatsou,et al. Malaria risk in Nigeria: Bayesian geostatistical modelling of 2010 malaria indicator survey data , 2015, Malaria Journal.
[20] Catherine Linard,et al. The impact of urbanization and population density on childhood Plasmodium falciparum parasite prevalence rates in Africa , 2017, Malaria Journal.
[21] Virgilio Gómez-Rubio,et al. Generalized Additive Models: An Introduction with R (2nd Edition) , 2018 .
[22] U. Dalrymple,et al. The effect of malaria control on Plasmodium falciparum in Africa between 2000 and 2015 , 2015, Nature.
[23] Alan Y. Chiang,et al. Generalized Additive Models: An Introduction With R , 2007, Technometrics.
[24] Thomas A. Smith,et al. Mapping malaria risk in West Africa using a Bayesian nonparametric non-stationary model , 2009, Comput. Stat. Data Anal..
[25] L. Kazembe,et al. Using Structured Additive Regression Models to Estimate Risk Factors of Malaria: Analysis of 2010 Malawi Malaria Indicator Survey Data , 2014, PloS one.
[26] P. Vounatsou,et al. Bayesian Geostatistical Modeling of Malaria Indicator Survey Data in Angola , 2010, PloS one.
[27] Rebecca Johnson. 2011 Year in review--Earth Resources Observation and Science Center , 2012 .
[28] O. Dubrule. Two methods with different objectives: Splines and kriging , 1983 .
[29] J. Michaelsen,et al. The climate hazards infrared precipitation with stations—a new environmental record for monitoring extremes , 2015, Scientific Data.
[30] Forrest R. Stevens,et al. Gridded Population Maps Informed by Different Built Settlement Products , 2018, Data.
[31] Finn Lindgren,et al. Bayesian Spatial Modelling with R-INLA , 2015 .
[32] Dirk U. Pfeiffer,et al. Spatial modelling of disease using data- and knowledge-driven approaches. , 2011, Spatial and spatio-temporal epidemiology.