@Book{xie_2015,
  title = {Dynamic Documents with {R} and knitr},
  author = {<NAME>},
  publisher = {Chapman and Hall/CRC},
  address = {Boca Raton, Florida},
  year = {2015},
  edition = {2nd},
  note = {ISBN 978-1498716963},
  url = {http://yihui.name/knitr/},
}

@Book{Loo_2018,
  title = {Statistical Data Cleaning With Applications in R},
  author = {<NAME> & <NAME>},
  publisher = {John Wiley & Sons},
  address = {},
  year = {2018},
  edition = {},
  note = {ISBN 9781118897140},
  url = {},
}

@Book{Osborne_2013,
  title = {Best Practices in Data Cleaning: A Complete Guide to Everything You Need to Do Before and After Collecting Your Data},
  author = {<NAME>},
  publisher = {SAGE},
  address = {},
  year = {2013},
  edition = {},
  note = {ISBN 9781412988018},
  url = {},
}

@Book{Broeck_2013,
  title = {Epidemiology: Principles and Practical Guidelines},
  author = {<NAME> & <NAME>},
  publisher = {Springer},
  address = {},
  year = {2013},
  edition = {},
  note = {ISBN 9789400759893},
  url = {},
}

@Book{Ahrens_2013,
  title = {Handbook of Epidemiology},
  author = {<NAME> & <NAME>},
  publisher = {Springer},
  address = {},
  year = {2013},
  edition = {},
  note = {ISBN 9780387098333},
  url = {},
}

@Book{Macfarlane_2019,
  title = {The Palgrave Handbook of Global Health Data Methods for Policy and Practice},
  author = {<NAME>},
  publisher = {Springer},
  address = {},
  year = {2019},
  edition = {},
  note = {ISBN 9781137549846},
  url = {},
}

@Book{Myatt_2014,
  title = {Making Sense of Data I: A Practical Guide to Exploratory Data Analysis and Data Mining},
  author = {<NAME> & <NAME>},
  publisher = {Wiley},
  address = {},
  year = {2014},
  edition = {},
  note = {ISBN 9781118407417},
  url = {},
}

@Book{Prokscha_2011,
  title = {Practical Guide to Clinical Data Management},
  author = {<NAME>},
  publisher = {CRC Press},
  address = {},
  year = {2011},
  edition = {3rd},
  note = {ISBN 9781439848319},
  url = {},
}

@Book{Dasu_2003,
  title = {Exploratory Data Mining and Data Cleaning},
  author = {<NAME> & <NAME>},
  publisher = {Wiley},
  address = {},
  year = {2003},
  edition = {},
  note = {ISBN 9780471268512},
  url = {},
}

@Book{Tukey_1977,
  title = {Exploratory Data Analysis},
  author = {<NAME>},
  publisher = {Pearson},
  address = {},
  year = {1977},
  edition = {},
  note = {ISBN 9780201076165},
  url = {},
}

@Book{Huber_2011,
  title = {Data Analysis: What Can Be Learned From the Past 50 Years},
  author = {<NAME>},
  publisher = {Wiley},
  address = {},
  year = {2011},
  edition = {},
  note = {ISBN 9781118010648},
  url = {},
}

@Book{Chatfield_1988,
  title = {Problem Solving: A Statistician's Guide},
  author = {<NAME>},
  publisher = {Springer},
  address = {},
  year = {1988},
  edition = {},
  note = {ISBN 9780412286704},
  url = {},
}

@Book{Ranganathan_2018,
  title = {Encyclopedia of Bioinformatics and Computational Biology: ABC of Bioinformatics},
  author = {<NAME>, <NAME> & <NAME>},
  publisher = {Elsevier},
  address = {},
  year = {2018},
  edition = {1st},
  note = {ISBN 9780128114322},
  url = {},
}

@Article{Sauerbrei_2014,
  doi = {10.1002/sim.626},
  url = {},
  year = {2014},
  month = {},
  publisher = {},
  volume = {33},
  number = {30},
  pages = {5413-32},
  author = {<NAME>, <NAME>, <NAME>, <NAME>, <NAME> on behalf of the STRATOS initiative},
  editor = {},
  title = {STRengthening Analytical Thinking for Observational Studies: the STRATOS initiative},
  journal = {Statistics in Medicine},
}

@Article{Sauerbrei_2017a,
  doi = {},
  url = {},
  year = {2017},
  month = {},
  publisher = {},
  volume = {26},
  number = {3},
  pages = {17-21},
  author = {<NAME>, <NAME>, <NAME>, <NAME>, <NAME>, and <NAME> on behalf of the STRATOS initiative},
  editor = {},
  title = {Guidance for designing and analysing observational studies: The STRengthening Analytical Thinking for Observational Studies (STRATOS) initiative},
  journal = {Medical Writing},
}

@Article{Sauerbrei_2017b,
  doi = {},
  url = {},
  year = {2017},
  month = {},
  publisher = {},
  volume = {34},
  number = {3},
  pages = {18-20},
  author = {<NAME>, <NAME>, <NAME>, <NAME>, <NAME>, <NAME>, <NAME>, Joerg
Rahnenfuehrer, and <NAME> on behalf of the STRATOS initiative},
  editor = {},
  title = {STRATOS inititative – Guidance for designing and analyzing observational studies},
  journal = {Biometric Bulletin},
}

@Article{Schmidt_2018,
  doi = {},
  url = {},
  year = {2018},
  month = {},
  publisher = {},
  volume = {35},
  number = {2},
  pages = {10-11},
  author = {<NAME>, <NAME>, <NAME>, <NAME> on behalf of TG3},
  editor = {},
  title = {STRengthening Analytical Thinking for Observational Studies (STRATOS): Introducing the Initial Data Analysis topic group (TG3)},
  journal = {Biometric Bulletin},
}

@Article{Huebner_2018,
  doi = {},
  url = {},
  year = {2018},
  month = {},
  publisher = {},
  volume = {4},
  number = {},
  pages = {171-192},
  author = {<NAME>, <NAME>, <NAME>, <NAME> on behalf of TG3},
  editor = {},
  title = {A Contemporary Conceptual Framework for Initial Data Analysis},
  journal = {Observational Studies},
}

@Article{Huebner_2016,
  doi = {},
  url = {},
  year = {2016},
  month = {},
  publisher = {},
  volume = {151},
  number = {1},
  pages = {25-27},
  author = {<NAME>, <NAME>, <NAME>},
  editor = {},
  title = {A systematic approach to initial data analysis is good research practice},
  journal = {Journal of Thoracic and Cardiovascular Surgery},
}

@Article{Broeck_2005,
  author = {<NAME>, <NAME>, <NAME>, <NAME>},
  year = {2005},
  title = {Data Cleaning: Detecting, Diagnosing, and Editing Data Abnormalities},
  journal = {Plos Medicine},
  volume = {2},
  number = {10},
  pages = {e267},
  doi = {10.1371/journal.pmed.0020267},
  url = {},
}

@Book{Everitt_2010,
  author = {<NAME>, <NAME>},
  year = {2010},
  title = {The Cambridge Dictionary of Statistics},
  publisher = {Cambridge University Press},
  edition = {4th},
  note = {ISBN 9780521766999},
  url = {},
}

@Book{Pearl_2018,
  title = {The Book of Why: The New Science of Cause and Effect},
  author = {<NAME>, <NAME>},
  publisher = {Hachette UK},
  address = {},
  year = {2018},
  edition = {},
  note = {ISBN 9780465097616},
  url = {},
}

@Article{Richardson_2019,
  author = {<NAME>, <NAME>, <NAME>},
  year = {2019},
  title = {{Conditioning on a Collider May Induce Spurious Associations: Do the Results of Gale et al. (2017) Support a Health-Protective Effect of Neuroticism in Population Subgroups?}},
  journal = {Psychological Science},
  volume = {30},
  number = {4},
  pages = {629-23},
  doi = {10.1177/0956797618774532},
  url = {},
}

@Article{Gale_2017,
  author = {<NAME>, <NAME>́, <NAME>, <NAME>, <NAME>, <NAME>},
  year = {2019},
  title = {{When is higher neuroticism protective against death? findings from UK biobank}},
  journal = {Psychological Science},
  volume = {28},
  number = {9},
  pages = {1345-57},
  doi = {10.1177/0956797617709813},
  url = {},
}

@Article{Westfall_2016,
  author = {<NAME>, <NAME>},
  year = {2016},
  title = {{Statistically Controlling for Confounding Constructs Is Harder than You Think}},
  journal = {PLoS ONE},
  volume = {11},
  number = {3},
  pages = {e0152719},
  doi = {10.1371/journal.pone.0152719},
  url = {},
}

@Article{Phillips_1991,
  author = {<NAME>, <NAME>},
  year = {1991},
  title = {{How independent are “independent” effects? Relative risk estimation when correlated exposures are measured imprecisely}},
  journal = {Journal of Clinical Epidemiology},
  volume = {44},
  number = {11},
  pages = {1223-31},
  doi = {10.1016/0895-4356(91)90155-3},
  url = {},
}

@Book{Cook_1998,
  author = {<NAME>},
  year = {1998},
  title = {Regression Graphics: Ideas for Studying Regressions Through Graphics},
  publisher = {Wiley},
  edition = {},
  note = {ISBN 9780471193654},
  url = {},
}

@Book{Cleveland_1993,
  author = {<NAME>},
  year = {1993},
  title = {Visualizing Data},
  publisher = {Hobart Press},
  edition = {},
  note = {ISBN 9780963488404},
  url = {},
}

@Book{Wickham_2017,
  author = {<NAME>, <NAME>},
  year = {2017},
  title = {R for Data Science},
  publisher = {O'Reilly Media},
  edition = {},
  note = {ISBN 9781491910399},
  url = {},
}

@Book{Cook_1994,
  author = {<NAME>, <NAME>},
  year = {1994},
  title = {An Introduction to Regression Graphics},
  publisher = {Wiley},
  edition = {},
  note = {ISBN 0471008397},
  url = {},
}

@Book{Cook_1982,
  author = {<NAME>, <NAME>},
  year = {1982},
  title = {Residuals and Influence in Regression},
  publisher = {Chapman & Hall},
  edition = {},
  note = {ISBN 9780412242809},
  url = {},
}

@Book{Wilkinson_2005,
  author = {<NAME>, <NAME>, <NAME>, <NAME>, <NAME>},
  year = {2005},
  title = {The Grammar of Graphics},
  publisher = {Springer},
  edition = {},
  note = {ISBN 9780387245447},
  url = {},
}

@Book{Wickham_2009,
  author = {<NAME>},
  year = {2009},
  title = {Ggplot2: Elegant Graphics for Data Analysis},
  publisher = {Springer},
  edition = {},
  note = {ISBN 9780387981406},
  url = {},
}

@Book{Cook_2007,
  author = {<NAME>, <NAME>},
  year = {2007},
  title = {Interactive and Dynamic Graphics for Data Analysis: With R and GGobi},
  publisher = {Springer},
  edition = {},
  note = {ISBN 9780387717616},
  url = {},
}

@Book{Tufte_1998,
  author = {<NAME>},
  year = {1998},
  title = {The Visual Display of Quantitative Information},
  publisher = {Graphics Pr},
  edition = {2nd},
  note = {ISBN 9780961392147},
  url = {},
}

@Book{Rousseeuw_1987,
  author = {<NAME>, <NAME>},
  year = {1987},
  title = {Robust Regression and Outlier Detection},
  publisher = {Wiley},
  edition = {},
  note = {ISBN 9780471852339},
  url = {},
}

@Book{Huber_1981,
  author = {<NAME>},
  year = {1981},
  title = {Robust Statistics},
  publisher = {Wiley},
  edition = {},
  note = {ISBN 9780471418054},
  url = {},
}

@Article{Anscombe_1973,
  author = {<NAME>},
  year = {1973},
  title = {{Graphs in statistical analysis}},
  journal = {The American Statistician},
  volume = {27},
  number = {1},
  pages = {17},
  doi = {10.2307/2682899},
  url = {},
}

@Article{Cook_1999,
  author = {<NAME>, <NAME>},
  year = {1999},
  title = {{Graphs in statistical analysis: is the medium the message?}},
  journal = {The American Statistician},
  volume = {53},
  number = {1},
  pages = {29-37},
  doi = {10.1080/00031305.1999.10474426},
  url = {},
}

@Article{Cook_1999b,
  author = {Letters to the editor},
  year = {1999},
  title = {{Graphs in statistical analysis: is the medium the message?}},
  journal = {The American Statistician},
  volume = {53},
  number = {3},
  pages = {295-6},
  doi = {10.1080/00031305.1999.10474477},
  url = {},
}

@Article{Cook_1997,
  author = {<NAME>, <NAME>},
  year = {1997},
  title = {{Graphics for assessing the adequacy of regression models}},
  journal = {Journal of the American Statistical Association},
  volume = {92},
  number = {438},
  pages = {490-9},
  doi = {10.1080/01621459.1997.10474002},
  url = {},
}

@Article{Cook_1996,
  author = {<NAME>},
  year = {1997},
  title = {{Graphics for regressions with a binary response}},
  journal = {Journal of the American Statistical Association},
  volume = {91},
  number = {435},
  pages = {983},
  doi = {10.2307/2291717},
  url = {},
}

@Article{Rodgers_1988,
  author = {<NAME>, <NAME>},
  year = {1988},
  title = {{Thirteen Ways to Look at the Correlation Coefficient}},
  journal = {The American Statistician},
  volume = {42},
  number = {1},
  pages = {59},
  doi = {10.2307/2685263},
  url = {},
}

@Article{Simpson_2015,
  author = {<NAME>},
  year = {2015},
  title = {{Creating a data analysis plan: What to consider when choosing statistics for a study}},
  journal = {The Canadian Journal of Hospital Pharmacy},
  volume = {68},
  number = {4},
  pages = {311-7},
  doi = {},
  url = {},
}

@Book{Bolger_2013,
  author = {<NAME>, <NAME>},
  year = {2013},
  title = {Intensive longitudinal methods: An introduction to Diary and Experience sampling research},
  publisher = {Guilford Press},
  edition = {},
  note = {ISBN 9781462506781},
  url = {},
}

@Book{Walls_2006,
  author = {<NAME>, <NAME>},
  year = {2006},
  title = {Models for Intensive Longitudinal Data},
  publisher = {Oxford University Press},
  edition = {},
  note = {ISBN 9780195173444},
  url = {},
}

@Book{Zaleski_2011,
  author = {<NAME>},
  year = {2011},
  title = {Medical Device Data and Modeling for Clinical Decision Making},
  publisher = {Artech House},
  edition = {},
  note = {ISBN 9781608070947},
  url = {},
}

@Article{Collins_2006,
  author = {<NAME>},
  year = {2015},
  title = {{Analysis of longitudinal data: the integration of theoretical model, temporal design, and statistical model}},
  journal = {Annual Review of Psychology},
  volume = {57},
  number = {},
  pages = {505-28},
  doi = {10.1146/annurev.psych.57.102904.190146},
  url = {},
}
