The polymath project: lessons from a successful online collaboration in mathematics
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Fitting semiparametric regressions for panel count survival data with an R package spef
Computer Methods and Programs in Biomedicine
PKgraph: An R package for graphically diagnosing population pharmacokinetic models
Computer Methods and Programs in Biomedicine
Interactive Dynamics for Visual Analysis
Queue - Micoprocessors
Microarray gene expression: A study of between-platform association of Affymetrix and cDNA arrays
Computers in Biology and Medicine
Proceedings of the 1st Conference of the Extreme Science and Engineering Discovery Environment: Bridging from the eXtreme to the campus and beyond
Using touch as a predictor of effort: what the ipad can tell us about user affective state
UMAP'12 Proceedings of the 20th international conference on User Modeling, Adaptation, and Personalization
Visualizing distributed memory computations with hive plots
Proceedings of the Ninth International Symposium on Visualization for Cyber Security
StegoTorus: a camouflage proxy for the Tor anonymity system
Proceedings of the 2012 ACM conference on Computer and communications security
Environmental Modelling & Software
Bayesian hierarchical model with MCMC for optical cable flame retardancy tests
Expert Systems with Applications: An International Journal
Generating corpora of activities of daily living and towards measuring the corpora's complexity
CAVE'12 Proceedings of the First international conference on Cognitive Agents for Virtual Environments
Knowledge-Constrained k-medoids clustering of regulatory rare alleles for burden tests
EvoBIO'13 Proceedings of the 11th European conference on Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics
Tweets and votes, a special relationship: the 2009 federal election in germany
Proceedings of the 2nd workshop on Politics, elections and data
Understand users’ comprehension and preferences for composing information visualizations
ACM Transactions on Computer-Human Interaction (TOCHI)
Weakly supervised approaches for quality estimation
Machine Translation
A graphical exploration of the Deepwater Horizon oil spill
Computational Statistics
Effect of Oil Spill on Birds: A Graphical Assay of the Deepwater Horizon Oil Spill's Impact on Birds
Computational Statistics
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This book describes ggplot2, a new data visualization package for R that uses the insights from Leland Wilkisons Grammar of Graphics to create a powerful and flexible system for creating data graphics. With ggplot2, its easy to: produce handsome, publication-quality plots, with automatic legends created from the plot specification superpose multiple layers (points, lines, maps, tiles, box plots to name a few) from different data sources, with automatically adjusted common scales add customisable smoothers that use the powerful modelling capabilities of R, such as loess, linear models, generalised additive models and robust regression save any ggplot2 plot (or part thereof) for later modification or reuse create custom themes that capture in-house or journal style requirements, and that can easily be applied to multiple plots approach your graph from a visual perspective, thinking about how each component of the data is represented on the final plot. This book will be useful to everyone who has struggled with displaying their data in an informative and attractive way. You will need some basic knowledge of R (i.e. you should be able to get your data into R), but ggplot2 is a mini-language specifically tailored for producing graphics, and youll learn everything you need in the book. After reading this book youll be able to produce graphics customized precisely for your problems,and youll find it easy to get graphics out of your head and on to the screen or page.