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references.bib
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references.bib
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@article{aisch2015you,
author={Aisch, Gregor and Cox, Amanda and Quealy, Kevin},
year={2015},
title={You draw it: How family income predicts children’s college chances},
journal={The New York Times},
volume={28}
}
@article{mosteller1981eye,
title={Eye fitting straight lines},
author={Mosteller, Frederick and Siegel, Andrew F and Trapido, Edward and Youtz, Cleo},
journal={The American Statistician},
volume={35},
number={3},
pages={150--152},
year={1981},
publisher={Taylor \& Francis}
}
@article{finney1951subjective,
title={Subjective judgment in statistical analysis: An experimental study},
author={Finney, DJ},
journal={Journal of the Royal Statistical Society: Series B (Methodological)},
volume={13},
number={2},
pages={284--297},
year={1951},
publisher={Wiley Online Library}
}
@inproceedings{unwin1988eyeballing,
title={Eyeballing time series},
author={Unwin, Antony R and Wills, Graham},
booktitle={Proceedings of the 1988 ASA Statistical Computing Section},
pages={263--268},
year={1988}
}
@article{ciccione2021can,
title={Can humans perform mental regression on a graph? Accuracy and bias in the perception of scatterplots},
author={Ciccione, Lorenzo and Dehaene, Stanislas},
journal={Cognitive Psychology},
volume={128},
pages={101406},
year={2021},
publisher={Elsevier}
}
@article{few2007visual,
title={Visual Pattern Recognition},
author={Few, Stephen},
journal={Perceptual Edge, Cognos-Innovation Center},
year={2007}
}
@article{buja2009statistical,
title={Statistical inference for exploratory data analysis and model diagnostics},
author={Buja, Andreas and Cook, Dianne and Hofmann, Heike and Lawrence, Michael and Lee, Eun-Kyung and Swayne, Deborah F and Wickham, Hadley},
journal={Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences},
volume={367},
number={1906},
pages={4361--4383},
year={2009},
publisher={The Royal Society Publishing}
}
@article{bostock2011d3,
title={D$^3$ data-driven documents},
author={Bostock, Michael and Ogievetsky, Vadim and Heer, Jeffrey},
journal={IEEE transactions on visualization and computer graphics},
volume={17},
number={12},
pages={2301--2309},
year={2011},
publisher={IEEE}
}
@Manual{r2d3pkg,
title = {r2d3: Interface to 'D3' Visualizations},
author = {Nick Strayer and Javier Luraschi and JJ Allaire},
year = {2020},
note = {R package version 0.2.5},
url = {https://CRAN.R-project.org/package=r2d3},
}
@Manual{shinypkg,
title = {shiny: Web Application Framework for R},
author = {Winston Chang and Joe Cheng and JJ Allaire and Carson Sievert and Barret Schloerke and Yihui Xie and Jeff Allen and Jonathan McPherson and Alan Dipert and Barbara Borges},
year = {2021},
note = {R package version 1.7.1},
url = {https://CRAN.R-project.org/package=shiny},
}
@misc{usenergyinformationadministrationWeeklyAllGrades2022,
title = {Weekly {U}.{S}. {All} {Grades} {All} {Formulations} {Retail} {Gasoline} {Prices} ({Dollars} per {Gallon})},
url = {https://www.eia.gov/dnav/pet/hist/LeafHandler.ashx?n=PET&s=EMM_EPM0_PTE_NUS_DPG&f=W},
urldate = {2022-07-05},
journal = {US Energy Information Administration Independent Statistics \& Analysis},
author = {{US Energy Information Administration}},
month = jun,
year = {2022},
}
@Manual{r-software,
title = {R: A Language and Environment for Statistical Computing},
author = {{R Core Team}},
organization = {R Foundation for Statistical Computing},
address = {Vienna, Austria},
year = {2022},
url = {https://www.R-project.org/},
}
@article{lme4-pkg,
title = {Fitting Linear Mixed-Effects Models Using {lme4}},
author = {Douglas Bates and Martin M{\"a}chler and Ben Bolker and Steve Walker},
journal = {Journal of Statistical Software},
year = {2015},
volume = {67},
number = {1},
pages = {1--48},
doi = {10.18637/jss.v067.i01},
}
@book{wattenberger-fullstack,
title={Fullstack D3 and Data Visualization: Build Beautiful Data Visualizations and Dashboards with D3},
author = {Wattenberger, Amelia},
year={2019},
publisher={Fullstack.io}
}
@article{vanderplas2015spatial,
title={Spatial reasoning and data displays},
author={VanderPlas, Susan and Hofmann, Heike},
journal={IEEE Transactions on Visualization and Computer Graphics},
volume={22},
number={1},
pages={459--468},
year={2015},
publisher={IEEE}
}
@Book{mgcv_pkg,
title = {Generalized Additive Models: An Introduction with R},
year = {2017},
author = {S.N Wood},
edition = {2},
publisher = {Chapman and Hall/CRC},
}
@misc{pearce_2019,
title={You-draw-it},
url={https://bl.ocks.org/1wheel/07d9040c3422dac16bd5be741433ff1e},
journal={Observable},
author={Pearce, Adam},
year={2019},
month={Sep}
}
@misc{furic_2017,
title={You-draw-it-graph: The user can draw his own graph line and compare with the reality},
url={https://github.com/BenoitFuric/you-draw-it-graph},
journal={GitHub},
author={Furic, Benoit},
year={2017},
month={Feb}
}
@article{deming1943statistical,
title={Statistical adjustment of data.},
author={Deming, William Edwards},
year={1943},
publisher={wiley}
}
@article{loy2021bringing,
title={Bringing visual inference to the classroom},
author={Loy, Adam},
journal={Journal of Statistics and Data Science Education},
volume={29},
number={2},
pages={171--182},
year={2021},
publisher={Taylor \& Francis}
}
@article{casey2015teachers,
title={TEACHERS’KNOWLEDGE ABOUT INFORMAL LINE OF BEST FIT},
author={Casey, Stephanie A and Wasserman, Nicholas H},
journal={Statistics Education Research Journal},
volume={14},
number={1},
pages={8--35},
year={2015}
}
@article{casey2016finding,
title={Finding what fits},
author={Casey, Stephanie A},
journal={Mathematics Teaching in the Middle School},
volume={21},
number={8},
pages={484--491},
year={2016},
publisher={National Council of Teachers of Mathematics}
}
@article{nagle2017slope,
title={Slope and line of best fit: A transfer of knowledge case study},
author={Nagle, Courtney and Casey, Stephanie and Moore-Russo, Deborah},
journal={School Science and Mathematics},
volume={117},
number={1-2},
pages={13--26},
year={2017},
publisher={Wiley Online Library}
}
@article{casey2015examining,
title={Examining student conceptions of covariation: A focus on the line of best fit},
author={Casey, Stephanie A},
journal={Journal of Statistics Education},
volume={23},
number={1},
year={2015},
publisher={Taylor \& Francis}
}
@article{geidner2015role,
title={The role of interactive graphics in reducing misperceptions in the electorate},
author={Geidner, Nick and Pjesivac, Ivanka and Imre, Iveta and Coman, Ioana and Yuran, Dzmitry},
journal={Visual Communication Quarterly},
volume={22},
number={3},
pages={133--145},
year={2015},
publisher={Taylor \& Francis}
}
@article{george2011interactive,
title={Interactive graphics development: A framework for studying innovative visual story forms},
author={George-Palilonis, Jennifer and Spillman, Mary},
journal={Visual Communication Quarterly},
volume={18},
number={3},
pages={167--177},
year={2011},
publisher={Taylor \& Francis}
}
@article{george2013storytelling,
title={Storytelling with interactive graphics: An analysis of editors' attitudes and practices},
author={George-Palilonis, Jennifer and Spillman, Mary},
journal={Visual Communication Quarterly},
volume={20},
number={1},
pages={20--27},
year={2013},
publisher={Taylor \& Francis}
}
@article{casey2016students,
title={Students’ use of slope conceptualizations when reasoning about the line of best fit},
author={Casey, Stephanie A and Nagle, Courtney},
journal={Educational Studies in Mathematics},
volume={92},
number={2},
pages={163--177},
year={2016},
publisher={Springer}
}
@article{unwin1999requirements,
title={Requirements for interactive graphics software for exploratory data analysis},
author={Unwin, Antony},
journal={Computational Statistics},
volume={14},
number={1},
pages={7--22},
year={1999},
publisher={Springer}
}
@article{eick1995high,
title={High interaction graphics},
author={Eick, Stephen G and Wills, Graham J},
journal={European journal of operational research},
volume={81},
number={3},
pages={445--459},
year={1995},
publisher={Elsevier}
}
@article{becker1987dynamic,
title={Dynamic graphics for data analysis},
author={Becker, Richard A and Cleveland, William S and Wilks, Allan R},
journal={Statistical science},
volume={2},
number={4},
pages={355--383},
year={1987},
publisher={Institute of Mathematical Statistics}
}