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refs.bib
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@book{sinek2009start,
title={Start with Why: How Great Leaders Inspire Everyone to Take Action},
author={Sinek, S.},
isbn={9781101149034},
url={https://books.google.com/books?id=iyw6ul1x\_n8C},
year={2009},
publisher={Penguin Publishing Group}
}
@article{Gabry2019,
author = {Gabry, Jonah and Simpson, Daniel and Vehtari, Aki and Betancourt, Michael and Gelman, Andrew},
title = {Visualization in Bayesian workflow},
journal = {Journal of the Royal Statistical Society: Series A (Statistics in Society)},
volume = {182},
number = {2},
pages = {389-402},
keywords = {Bayesian data analysis, Statistical graphics, Statistical workflow},
doi = {10.1111/rssa.12378},
url = {https://rss.onlinelibrary.wiley.com/doi/abs/10.1111/rssa.12378},
eprint = {https://rss.onlinelibrary.wiley.com/doi/pdf/10.1111/rssa.12378},
abstract = {Abstract Bayesian data analysis is about more than just computing a posterior distribution, and Bayesian visualization is about more than trace plots of Markov chains. Practical Bayesian data analysis, like all data analysis, is an iterative process of model building, inference, model checking and evaluation, and model expansion. Visualization is helpful in each of these stages of the Bayesian workflow and it is indispensable when drawing inferences from the types of modern, high dimensional models that are used by applied researchers.},
year = {2019}
}
@article{Gelman2004,
author = {Andrew Gelman},
title = {Exploratory Data Analysis for Complex Models},
journal = {Journal of Computational and Graphical Statistics},
volume = {13},
number = {4},
pages = {755-779},
year = {2004},
publisher = {Taylor & Francis},
doi = {10.1198/106186004X11435},
URL = {https://doi.org/10.1198/106186004X11435},
eprint = {https://doi.org/10.1198/106186004X11435}
}
@book{Cleveland1985,
author = {William S. Cleveland},
title = {The Elements of Graphing Data},
year = {1985},
isbn = {0-534-03730-5},
publisher = {Wadsworth Publ. Co.},
address = {Belmont, CA, USA},
}
@article{Cleveland79,
author = {William S. Cleveland},
title = {Robust Locally Weighted Regression and Smoothing Scatterplots},
journal = {Journal of the American Statistical Association},
volume = {74},
number = {368},
pages = {829-836},
year = {1979},
publisher = {Taylor & Francis},
doi = {10.1080/01621459.1979.10481038},
URL = {https://amstat.tandfonline.com/doi/abs/10.1080/01621459.1979.10481038},
eprint = {https://amstat.tandfonline.com/doi/pdf/10.1080/01621459.1979.10481038}
}
@book{Bonate2014,
title={Be a Model Communicator And Sell Your Models to Anyone},
author={Bonate, {Peter L.}},
isbn={9780692323816},
url={https://www.amazon.com/Be-Model-Communicator-Models-2014-10-06/dp/B01LP3SHNM},
year={2014},
publisher={Published by Peter Bonate}
}
@ARTICLE{Doumont2002,
author={Doumont, Jean L.},
journal={IEEE Transactions on Professional Communication},
title={The three laws of professional communication},
year={2002},
volume={45},
number={4},
pages={291-296},
doi={10.1109/TPC.2002.805164},
ISSN={0361-1434},
month={Dec},}
@article{Vandemeulebroecke2019,
author = {Vandemeulebroecke, Marc and Baillie, Mark and Carr, David and Kanitra, Linda and Margolskee, Alison and Wright, Andrew and Magnusson, Baldur},
title = {How can we make better graphs? An initiative to increase the graphical expertise and productivity of quantitative scientists},
journal = {Pharmaceutical Statistics},
volume = {18},
number = {1},
pages = {106-114},
keywords = {good graphical principles, statistical communication, statistical graphics},
doi = {10.1002/pst.1912},
url = {https://onlinelibrary.wiley.com/doi/abs/10.1002/pst.1912},
eprint = {https://onlinelibrary.wiley.com/doi/pdf/10.1002/pst.1912},
year = {2019}
}
@book{Cairo:2016,
author = {Cairo, Alberto},
title = {The Truthful Art: Data, Charts, and Maps for Communication},
year = {2016},
isbn = {0321934075, 9780321934079},
edition = {1st},
publisher = {New Riders Publishing},
address = {Thousand Oaks, CA, USA}
}
@book{Few:2012,
author = {Few, Stephen},
title = {Show Me the Numbers: Designing Tables and Graphs to Enlighten},
year = {2012},
isbn = {0970601972},
edition = {2nd},
publisher = {Analytics Press},
address = {USA}
}
@book{Ware:2004,
author = {Ware, Colin},
title = {Information Visualization: Perception for Design},
year = {2004},
isbn = {1558608192},
publisher = {Morgan Kaufmann Publishers Inc.},
address = {San Francisco, CA, USA}
}
@article{Wong2010PointsOV,
title={Points of View: Gestalt principles (Part 1)},
author={Bang Wong},
journal={Nature Methods},
year={2010},
volume={7},
pages={863-863}
}
@book{doumont2009trees,
title={Trees, Maps, and Theorems: Effective Communication for Rational Minds},
author={Doumont, J.L.},
isbn={9789081367707},
url={https://books.google.com/books?id=O2dFPgAACAAJ},
year={2009},
publisher={Principiae}
}
@inproceedings{Heer:2010,
author = {Heer, Jeffrey and Bostock, Michael},
title = {Crowdsourcing Graphical Perception: Using Mechanical Turk to Assess Visualization Design},
booktitle = {Proceedings of the SIGCHI Conference on Human Factors in Computing Systems},
series = {CHI '10},
year = {2010},
isbn = {978-1-60558-929-9},
location = {Atlanta, Georgia, USA},
pages = {203--212},
numpages = {10},
url = {http://doi.acm.org/10.1145/1753326.1753357},
doi = {10.1145/1753326.1753357},
acmid = {1753357},
publisher = {ACM},
address = {New York, NY, USA},
keywords = {crowdsourcing, evaluation, experimentation, graphical perception, information visualization, mechanical turk, user study}
}
@article{Diggle2018,
title = "Analyse problems, not data: One world, one health",
author = "Diggle, {Peter J.}",
year = "2018",
month = "12",
doi = "10.1016/j.spasta.2018.10.003",
language = "English",
volume = "28",
pages = "4-7",
journal = "Spatial Statistics",
issn = "2211-6753",
publisher = "Elsevier BV",
}
@book{senn2008statistical,
title={Statistical Issues in Drug Development},
author={Senn, S.S.},
isbn={9780470723579},
series={Statistics in Practice},
url={https://books.google.com/books?id=cmMbCcqnAXcC},
year={2008},
publisher={Wiley}
}
@article{Gelman2002,
author = {Andrew Gelman and Cristian Pasarica and Rahul Dodhia},
title = {Let's Practice What We Preach},
journal = {The American Statistician},
volume = {56},
number = {2},
pages = {121-130},
year = {2002},
publisher = {Taylor & Francis},
doi = {10.1198/000313002317572790},
URL = {https://doi.org/10.1198/000313002317572790},
eprint = {https://doi.org/10.1198/000313002317572790}
}
@book{Tufte1986,
author = {Tufte, Edward R.},
title = {The Visual Display of Quantitative Information},
year = {1986},
isbn = {0-9613921-0-X},
publisher = {Graphics Press},
address = {Cheshire, CT, USA},
}
@article{Gelman2013,
author = {Andrew Gelman and Antony Unwin},
title = {Infovis and Statistical Graphics: Different Goals, Different Looks},
journal = {Journal of Computational and Graphical Statistics},
volume = {22},
number = {1},
pages = {2-28},
year = {2013},
publisher = {Taylor & Francis},
doi = {10.1080/10618600.2012.761137},
URL = {https://doi.org/10.1080/10618600.2012.761137},
eprint = {https://doi.org/10.1080/10618600.2012.761137}
}
36. Wong, B. (2010). Points of view: Simplify to clarify. Nature Methods 8(8), 611 (2011).
@article{Wong2010,
author = {Bang Wong},
title = {Points of view: Simplify to clarify},
journal = {Nature Methods},
volume = {8},
number = {8},
pages = {611},
year = {2011},
publisher = {Nature},
URL = {https://www.nature.com/articles/nmeth.1660}
}
@book{wong2010wall,
title={The Wall Street Journal Guide to Information Graphics: The Dos and Don'ts of Presenting Data, Facts, and Figures},
author={Wong, D.M.},
isbn={9780393072952},
lccn={2009035687},
url={https://books.google.com/books?id=RmaJPgAACAAJ},
year={2010},
publisher={W.W. Norton & Company}
}
@book{Tufte1997,
author = {Tufte, Edward R.},
title = {Visual Explanations: Images and Quantities, Evidence and Narrative},
year = {1997},
isbn = {0-9613921-2-6},
publisher = {Graphics Press},
address = {Cheshire, CT, USA},
}
@inproceedings{Matejka2017,
author = {Matejka, Justin and Fitzmaurice, George},
title = {Same Stats, Different Graphs: Generating Datasets with Varied Appearance and Identical Statistics Through Simulated Annealing},
booktitle = {Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems},
series = {CHI '17},
year = {2017},
isbn = {978-1-4503-4655-9},
location = {Denver, Colorado, USA},
pages = {1290--1294},
numpages = {5},
url = {http://doi.acm.org/10.1145/3025453.3025912},
doi = {10.1145/3025453.3025912},
acmid = {3025912},
publisher = {ACM},
address = {New York, NY, USA},
keywords = {anscombe, scatter plots, visualization}
}
@article{Anscombe1973,
ISSN = {00031305},
URL = {http://www.jstor.org/stable/2682899},
author = {F. J. Anscombe},
journal = {The American Statistician},
number = {1},
pages = {17--21},
publisher = {[American Statistical Association, Taylor & Francis, Ltd.]},
title = {Graphs in Statistical Analysis},
volume = {27},
year = {1973}
}
@article{Wainer1984,
author = {Howard Wainer},
title = {How to Display Data Badly},
journal = {The American Statistician},
volume = {38},
number = {2},
pages = {137-147},
year = {1984},
publisher = {Taylor & Francis},
doi = {10.1080/00031305.1984.10483186},
URL = {https://www.tandfonline.com/doi/abs/10.1080/00031305.1984.10483186},
eprint = {https://www.tandfonline.com/doi/pdf/10.1080/00031305.1984.10483186}
}
@article{Krzywinski2013,
author = {Krzywinski, M. and Cairo, A.},
title = {Reply to: "Against storytelling of scientific results"},
journal = {Nature methods},
volume = {10},
pages = {1046},
year = {2013},
publisher = {Nature},
URL = {https://www.nature.com/articles/nmeth.2699}
}
@book{munzner2015visualization,
author = {Tamara Munzner},
isbn = {9781498759717},
keywords = {safaribooks visualization},
publisher = {CRC Press},
series = {AK Peters Visualization Series},
title = {Visualization Analysis and Design},
url = {https://books.google.de/books?id=NfkYCwAAQBAJ},
year = {2015}
}
@article {Cleveland.McGill1985,
author = {Cleveland, William S. and McGill, Robert},
title = {Graphical Perception and Graphical Methods for Analyzing Scientific Data},
volume = {229},
number = {4716},
pages = {828--833},
year = {1985},
doi = {10.1126/science.229.4716.828},
publisher = {American Association for the Advancement of Science},
issn = {0036-8075},
URL = {https://science.sciencemag.org/content/229/4716/828},
eprint = {https://science.sciencemag.org/content/229/4716/828.full.pdf},
journal = {Science}
}
@article{Cleveland1987,
author = {William S. Cleveland and Robert McGill},
journal = {Journal of the Royal Statistical Society Series A},
number = {3},
pages = {192--229},
publisher = {Royal Statistical Society, Wiley},
title = {Graphical Perception: The Visual Decoding of Quantitative Information on Graphical Displays of Data},
volume = {150},
year = {1987},
URL = {http://www.jstor.org/stable/2981473}
}
@article{Cleveland.McGill1984,
author = {Cleveland, William S. and McGill, Robert},
journal = {Journal of the American Statistical Association},
number = {387},
pages = {pp. 531-554},
publisher = {American Statistical Association},
title = {Graphical Perception: Theory, Experimentation, and Application to the Development of Graphical Methods},
url = {http://www.jstor.org/stable/2288400},
volume = {79},
year = {1984}
}
@article{Cleveland1984,
author = {William S. Cleveland},
title = {Graphs in Scientific Publications},
journal = {The American Statistician},
volume = {38},
number = {4},
pages = {261-269},
year = {1984},
publisher = {Taylor & Francis},
doi = {10.1080/00031305.1984.10483223},
URL = {https://www.tandfonline.com/doi/abs/10.1080/00031305.1984.10483223},
eprint = {https://www.tandfonline.com/doi/pdf/10.1080/00031305.1984.10483223}
}