ggmap: Spatial Visualization with ggplot2
CONTRIBUTED RESEARCH ARTICLES 144 ggmap: Spatial Visualization with ggplot2 by David Kahle and Hadley Wickham Abstract In spatial statistics the ability to visualize data and models superimposed with their basic social landmarks and geographic context is invaluable. ggmap is a new tool which enables such visualization by combining the spatial information of …
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rworldmap: A New R package for Mapping Global Data
journal.r-project.orgAwareness’ world map representing ’the intensity with which artist Bono is aware of the plight and daily struggles of region’, with a categorisation rang-
pdp: An R Package for Constructing Partial Dependence …
journal.r-project.orgWiener,2002) and gbm (Ridgeway,2017), among others; these are limited in the sense that they only apply to the models fit using the respective package. For example, the partialPlot function in randomForest only applies to objects of class "randomForest" and the plot function in gbm only applies to "gbm"objects.
Solving Differential Equations in R
journal.r-project.orgIntroduction Differential equations describe exchanges of matter, energy, information or any other quantities, often as ... • Stochastic differential equations (SDE), using packages sde (Iacus,2008) and pomp (King ... parabolic PDEs such as the heat equation, and to hy-perbolic PDEs such as the wave equation.
Nonparametric Tests for the Interaction in Two-way ...
journal.r-project.orgAlvo(2005) developed their own ranking method to test for the interaction in such designs, by comparing the sum of row ranks with the sum of column ranks. The interaction.test function from the StatMethRank package byQuinglong(2015) is an application of this method. The already mentioned nparLD package offers two functions for two-way designs ...
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