fields that work
  author       = {},
  year         = {},
  title        = {{}},
  edition      = {},
  editor       = {},
  booktitle    = {{}},
  journal      = {},
  volume       = {},
  number       = {},
  pages        = {},
  organization = {{}},
  publisher    = {},
  address      = {},
  url          = {},

Use misc for online resources
Use manual for software references


@misc{ABET:2024,
author = {{ABET}},
year   = {2024},
title  = {{Accreditation criteria}},
url    = {https://www.abet.org/accreditation/accreditation-criteria/},
organization = {{Accreditation Board for Engineering and Technology, Inc.}},
}

@misc{atrebas:2019,
author = {{atrebas}},
year   = {2019},
title  = {{A data.table and dplyr tour}},
url    = {https://atrebas.github.io/post/2019-03-03-datatable-dplyr/},
}

@article{Bodner:2008,
author    = {Todd E. Bodner},
title     = {{What improves with increased missing data imputations?}},
journal   = {{Structural Equation Modeling: A Multidisciplinary Journal}},
volume    = {15},
number    = {4},
pages     = {651--675},
year      = {2008},
publisher = {Routledge},
doi       = {10.1080/10705510802339072},
url = {https://doi.org/10.1080/10705510802339072},
}

@misc{Bryan+Hester:2019,
author = {Jenny Bryan and Jim Hester},
year   = {2019},
title  = {{What They Forgot to Teach You About R}},
url    = {https://whattheyforgot.org/},
}

@book{Cleveland:1993,
author    = {William S. Cleveland},
year      = {1993},
title     = {{Visualizing Data}},
publisher = {{Hobart Press}},
address   = {Summit, NJ},
}

@article{Cook+Hartle:2011,
author    = {Bryan Cook and Terry W. Hartle},
year      = {2011},
title     = {{Why graduation rates matter---and why they don't}},
publisher = {{American Council on Education}},
journal   = {The Presidency magazine},
number    = {Spring/Summer 2011},
}

@misc{data.table-reference-semantics,
title  = {{Reference semantics [data.table]}},
author = {Matt Dowle and Arun Srinivasan},
year   = {2022},
url    = {https://rdatatable.gitlab.io/data.table/articles/datatable-reference-semantics.html},
}

@manual{Dowle+Srinivasan:2021:data.table,
title        = {{data.table: Extension of data.frame}},
author       = {Matt Dowle and Arun Srinivasan},
year         = {2021},
url          = {https://CRAN.R-project.org/package=data.table},
organization = {R~package version~1.14.2},
}

@manual{Dowle+Srinivasan:2022:data.table,
title        = {{d}ata.table: Extension of `data.frame`},
author       = {Matt Dowle and Arun Srinivasan},
year         = {2022},
organization = {R~package~version~1.14.6},
url = {https://CRAN.R-project.org/package=data.table},
}

@manual{Dowle+Srinivasan:2021:data.table,
title        = {{data.table: Extension of data.frame}},
author       = {Matt Dowle and Arun Srinivasan},
year         = {2021},
organization = {R~package version~1.14.2},
url    = {https://CRAN.R-project.org/package=data.table},
}

@misc{Dowle+Srinivasan:2022:data.table:website,
title  = {{Introduction to data.table}},
author = {Matt Dowle and Arun Srinivasan},
year   = {2022},
url = {https://tinyurl.com/y4xc94pq},
}


@inproceedings{Froyd+Shryock+etal:2015,
author       = {Jeffrey E. Froyd and Kristi J. Shryock and Manisha Tripathy and Arun R. Srinivasa and Rebecca C. Simon},
year         = {2015},
title        = {{Patterns of students' success: How engineering students
progress through a course sequence}},
booktitle    = {{Proceedings of the ASEE Annual Conference and Exposition}},
pages        = {26.1215.1--11},
}

@misc{Gimond:2019,
author = {Manny Gimond},
year   = {2019},
title  = {{base vs. tidyverse vs. data.table}},
url = {https://mgimond.github.io/rug_2019_12/Index.html},
}

@misc{GraceMartin:2012, 
author       = {Karen {Grace-Martin}},
year         = {2012},
title        = {{Two recommended solutions for missing data: Multiple imputation and maximum likelihood}},
howpublished = {Blog post},
url = {https://www.theanalysisfactor.com/missing-data-two-recommended-solutions/},
}

@Manual{Harrell:2021:Hmisc,
title          = {{Hmisc: Harrell Miscellaneous}},
author         = {Frank E {Harrell Jr}},
year           = {2021},
organization   = {{R~package version~4.5.0}},
url = {https://CRAN.R-project.org/package=Hmisc},
}

@misc{Hajnala:2018,
author = {Jozef Hajnala},
year   = {2018},
title  = {{Data subsetting and manipulation with base R}},
url = {https://jozef.io/r002-data-manipulation/},
}

@manual{IPEDS:2020,
author       = {NCES-IPEDS},
year         = {2020},
title        = {{IPEDS Survey Methodology}},
organization = {{National Center for Education Statistics}},
publisher    = {[Online; accessed 2020-07-29]},
url = {https://nces.ed.gov/ipeds/ReportYourData/IpedsSurveyMethodology},
}

@manual{IPEDS-grad-rate:2016,
author       = {NCES-IPEDS},
year         = {2016},
title        = {{Graduation Rates, Publication number 2017046}},
organization = {{National Center for Education Statistics}},
publisher    = {[Online; accessed 2021-06-06]},
url = {https://nces.ed.gov/pubs2017/2017046.pdf},
}

@misc{Katitas:2019,
author       = {Aycan Katitas},
year         = {2019},
title        = {{Getting started with multiple imputation in R}},
organization = {{University of Virginia}},
url = {https://shorturl.at/bEFMZ},
}

@book{Kroonenberg:2008,
author    = {Pieter M. Kroonenberg},
year      = {2008},
title     = {{Applied Multiway Data Analysis}},
publisher = {{Wiley}},
address   = {Hoboken, NJ},
}

@misc{Layton:2024, 
author       = {Richard Layton},
year         = {2024},
title        = {{A subtle flaw in pull()}},
howpublished = {Blog post},
url = {https://graphdr.github.io/data-stories/posts/2024-08-01-subtle-flaw-pull/},
}

@manual{Layton+Long+Ohland:2022:midfieldr,
year         = {2022}, 
title        = {{midfieldr: Tools and Methods for Working with MIDFIELD Data in R}},
author       = {Richard Layton and Russell Long and Susan Lord and Matthew Ohland and Marisa Orr},
organization = {R~package version~1.0.0},
url = {https://github.com/MIDFIELDR/midfieldr},
}

@manual{Layton+Long+Ohland:2022:midfielddata,
title        = {{midfielddata: MIDFIELD Data Sample}},
author       = {Richard Layton and Russell Long and Susan Lord and Matthew Ohland and Marisa Orr},
year         = {2022},
organization = {{R~package version~0.2.0}},
url = {https://github.com/MIDFIELDR/midfielddata},
}

@misc{Mercer:2020,
author = {Jason Mercer},
year   = {2020},
title  = {{Base R, the tidyverse, and data.table: A comparison of R dialects to wrangle your data}},
url = {https://tinyurl.com/yy544udn},
}

@manual{midfielddata:2022,
title        = {{m}idfielddata: MIDFIELD Data Sample},
author       = {Richard Layton and Russell Long and Matthew Ohland and Marisa Orr and Susan Lord},
year         = {2022},
organization = {R package version 0.2.0},
url = {https://midfieldr.github.io/midfielddata/},
}

@manual{midfieldinstitute:2024,
title        = {{MIDFIELD Institute}},
author       = {Susan Lord and Richard Layton and Russell Long and Matthew Ohland and Marisa Orr},
year         = {2024},
url = {https://midfieldr.github.io/2024-midfield-institute/},
}

@misc{Mount:2018,
author       = {John Mount},
year         = {2018},
title        = {{A subtle flaw in some popular R NSE interfaces}},
organization = {{Win Vector LLC}},
url = {https://win-vector.com/2018/09/23/a-subtle-flaw-in-some-popular-r-nse-interfaces/},
}

@misc{Mount+Zumel:2019:fluid-data,
author       = {John Mount and Nina Zumel},
year         = {2019},
title        = {{Coordinatized data: A fluid data specification}},
organization = {{Win Vector LLC}},
url = {http://winvector.github.io/FluidData/RowsAndColumns.html},
}

@manual{Mount+Zumel:2020:cdata,
title        = {{cdata: Fluid Data Transformations}},
author       = {John Mount and Nina Zumel},
year         = {2020},
organization = {R~package version~1.1.6},
url = {https://CRAN.R-project.org/package=cdata},
}

@misc{NCES:2010,
author = {{NCES}},
year   = {2010},
title  = {{IPEDS Classification of Instructional Programs (CIP)}},
url    = {https://nces.ed.gov/ipeds/cipcode/},
organization = {{National Center for Education Statistics}},
}

@manual{NCES:2020,
author       = {NCES},
year         = {2020},
title        = {{Introduction to the classification of instructional programs (CIP-2020)}},  organization = {{National Center for Education Statistics}},
publisher    = {[Online; accessed 2022--12--15]},
url          = {https://nces.ed.gov/ipeds/cipcode/Files/2020_CIP_Introduction.pdf},
}

@manual{NSF:2014:online,
author       = {{SEI dashboard}},
title        = {{Science and Engineering Indicators: How many degrees are earned in engineering, and what subfields are most popular?}},
organization = {National Science Foundation},
year         = {2014},
publisher   = {[Online; accessed 2022--12--15]},
url = {https://www.nsf.gov/nsb/sei/edTool/data/engineering-01.html},
}
  
@manual{NSF:2014:ch2,
author      = {{SEI report}},
title       = {{Science and Engineering Indicators: Ch. 2}},
organization = {National Science Foundation},
year        = {2014},
pages       = {2-8}, 
publisher   = {[Online; accessed 2022--12--15]},
url = {https://www.nsf.gov/statistics/seind14/content/chapter-2/chapter-2.pdf},
}
  
@article{Ohland+Long:2016,
author  = {Matthew W. Ohland and Russell A. Long},
year    = {2016},
title   = {{The Multiple-Institution Database for Investigating Engineering Longitudinal Development: An experiential case study of data sharing and reuse}},
journal = {Advances in Engineering Education},
volume  = {5},
number  = {2},
pages   = {398--404},
url     = {http://advances.asee.org/wp-content/uploads/vol05/issue02/Papers/AEE-18-Ohland.pdf},
}

@inproceedings{Ohland+Orr+others:2012,
author       = {Matthew Ohland and Marisa Orr and Richard Layton and Susan Lord and Russell Long},
year         = {2012},
title        = {{Introducing stickiness as a versatile metric of engineering persistence}},
booktitle    = {{Proceedings of the Frontiers in Education Conference}},
pages        = {1--5},
organization         = {DOI 10.1109/FIE.2012.6462214},
}

@manual{Rstudio:2021,
title = {RStudio: Integrated Development Environment for R},
author = {{RStudio Team}},
organization = {RStudio, PBC},
address = {Boston, MA},
year = {2021},
url = {http://www.rstudio.com/},
}
  
@Book{Sarkar:2008,
title = {{lattice: Multivariate Data Visualization with R}},
author = {Deepayan Sarkar},
publisher = {Springer},
address = {New York},
year = {2008},
url = {http://lmdvr.r-forge.r-project.org},
}
  
@book{Tufte:2001,
author    = {Edward Tufte},
year      = {2001},
title     = {{The Visual Display of Quantitative Information}},
edition   = {2}, 
publisher = {{Graphics Press}},
address   = {Cheshire, CT},
}

@article{vanBuuren+Oudshoorn:2011,
author       = {Stef {van Buuren} and Karin Groothuis-Oudshoorn},
year         = {2011},
title        = {{mice: Multivariate Imputation by Chained Equations in R}},
journal      = {Journal of Statistical Software},
volume       = {45},
number       = {3},
pages        = {1--67},
url          = {https://www.jstatsoft.org/v45/i03/},
}

@misc{stefvanbuuren2017,
  author       = {Stef {van Buuren}},
  title        = {Handling Missing Data in {R} with {MICE}},
  year         = {2017},
  howpublished = {\url{https://github.com/stefvanbuuren/Winnipeg}},
  organization = {[Online; accessed 2018-06-24]}
}

@misc{vanDerLaken:2020,
title  = {{A data.table and dplyr tour}},
author = {Paul {van der Laken}},
year   = {2020},
url    = {https://tinyurl.com/y6m33fvx},
}

@misc{Vaughan:2023,
author = {Davis Vaughan},
year   = {2023},
title  = {{dplyr <=> base R}},
url    = {https://dplyr.tidyverse.org/articles/base.html},
}

@Manual{Waring+Quinn:2021:skimr,
title = {{skimr: Compact and Flexible Summaries of Data}},
author = {Elin Waring and Michael Quinn and Amelia McNamara and Eduardo {Arino de la Rubia} and Hao Zhu and Shannon Ellis},
year = {2021},
organization = {{R~package version~2.1.3}},
url = {https://CRAN.R-project.org/package=skimr},
}
  
@Manual{Waring+Quinn:2022:skimr,
title = {{skimr: Compact and Flexible Summaries of Data}},
author = {Elin Waring and Michael Quinn and Amelia McNamara and Eduardo {Arino de la Rubia} and Hao Zhu and Shannon Ellis},
year = {2022},
note = {{R~package version~2.1.4}},
url = {https://CRAN.R-project.org/package=skimr},
}

@book{Wickham+Grolemund:2017,
author    = {Hadley Wickham and Garrett Grolemund},
year      = {2017},
title     = {{R for Data Science}},
edition   = {},
publisher = {{O'Reilly Media, Inc.}},
address   = {Sebastopol, CA},
url       = {https://r4ds.had.co.nz/},
}

@manual{Wickham:2022:dplyr,
title = {{dplyr: A Grammar of Data Manipulation}},
author = {Hadley Wickham and Romain François and Lionel Henry and Kirill Müller},
year = {2022},
organization = {R~package~version~1.0.10},
url = {https://CRAN.R-project.org/package=dplyr},
}

@manual{Wickham+Henry:2020:tidyr,
title  = {{tidyr: Tidy Messy Data}},
author = {Hadley Wickham and Lionel Henry},
year   = {2020},
organization = {R~package version~1.1.0},
url    = {https://CRAN.R-project.org/package=tidyr},
}

@book{Wickham:2016:ggplot2,
author    = {Hadley Wickham},
year      = {2016},
title     = {{ggplot2: Elegant Graphics for Data Analysis}},
publisher = {Springer-Verlag New York},
url       = {https://ggplot2.tidyverse.org},
 organization = {{ISBN 978-3-319-24277-4}},
}

@article{Wilson+Bryan+others:2017,
author       = {Greg Wilson and Jennifer Bryan and Karen Cranston and Justin Kitzes and Lex Nederbragt and Tracy K. Teal},
year         = {2017},
title        = {{Good enough practices in scientific computing}},
journal      = {PLoS Comput Biol},
volume       = {13},
number       = {6},
pages        = {},
url          = {https://doi.org/10.1371/journal.pcbi.1005510},
}

@book{Zumel+Mount:2020,
  author    = {Nina Zumel and John Mount},
  year      = {2020},
  title     = {{Practical Data Science with R}},
  edition   = {2},
  publisher = {{Manning Publications Co.}},
  address   = {Shelter Island. NY},
  url       = {https://tinyurl.com/y6mdgfx8},
}

@book{Zuur+Ieno+Meesters:2009,
author    = {Alain F. Zuur and Elena N. Ieno and Erik H.W.G. Meesters},
year      = {2009},
title     = {{A Beginner's Guide to R}},
edition   = {},
publisher = {{Springer}},
address   = {},
url       = {https://link.springer.com/book/10.1007/978-0-387-93837-0},
}


















@misc{dhana2017,
  author       = {Klodian Dhana},
  title        = {Handling missing data with {MICE} package: a simple approach},
  year         = {2017},
  editor       = {Data Science Plus},
  howpublished = {\url{https://datascienceplus.com/handling-missing-data-with-mice-package-a-simple-approach/}},
  organization = {[Online; accessed 2018-06-24]}
}

@article{vanbuuren2011,
  title       = {{mice}: Multivariate Imputation by Chained Equations in R},
  author      = {Stef {van Buuren} and Karin Groothuis-Oudshoorn},
  journal     = {Journal of Statistical Software},
  year        = {2011},
  volume      = {45},
  number      = {3},
  pages       = {1--67},
  url         = {https://www.jstatsoft.org/v45/i03/},
}

@article{azur2011,
  title       = {Multiple imputation by chained equations: {W}hat is it and how does it work?},
  author      = {Melissa J. Azur and Elizabeth A. Stuart and Constantine Frangakis and Philip J. Leaf},
  journal     = {International Journal of Methods in Psychiatric Research},
  year        = {2011},
  volume      = {20},
  number      = {1},
  pages       = {40--49},
}










@inproceedings{brisbane2018,
  author       = {Richard Layton and Russell Long and Matthew Ohland and Nicole Ramirez},
  title        = {{m}idfieldr: Data, methods, and metrics for studying students persistence},
  year         = {2018},
  month        = {7},
  booktitle = {user! 2018 Conference, Brisbane},
  howpublished = {Slides at \href{https://speakerdeck.com/graphdr/midfieldr-data-methods-and-metrics-for-studying-student-persistence}{Speaker Deck}; Video at \url{https://www.youtube.com/watch?v=IR5gAkp3YF4&app=desktop}},
}

@inproceedings{sanjose2018fie,
  author       = {Richard Layton and Russell Long and Matthew Ohland and Marisa Orr},
  title        = {{Making MIDFIELD More Accessible: A workshop for R beginners}},
  year         = {2018},
  month        = {10},
  booktitle = {Frontiers in Education Conference, San Jose},
  howpublished = {Slides at \href{https://speakerdeck.com/graphdr/making-midfield-more-accessible-a-workshop-for-r-beginners-8ce7b993-6625-470f-9ca3-35d12b61f05c}{Speaker Deck}},
}

@manual{van_der_Loo:2020:tinytest,
  title   = {{tinytest: Lightweight but Feature Complete Unit Testing Framework}},
  author  = {Mark PJ {van der Loo}},
  year    = {2020},
  url     = {https://github.com/markvanderloo/tinytest},
  organization = {R~package version~1.2.4},
  }





