-
Notifications
You must be signed in to change notification settings - Fork 19
Expand file tree
/
Copy pathDataMethods.bib
More file actions
126 lines (112 loc) · 5.09 KB
/
DataMethods.bib
File metadata and controls
126 lines (112 loc) · 5.09 KB
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
@article{beckmanImplementingVersionControl2021,
title = {Implementing {{Version Control With Git}} and {{GitHub}} as a {{Learning Objective}} in {{Statistics}} and {{Data Science Courses}}},
author = {Beckman, Matthew D. and {\c C}etinkaya-Rundel, Mine and Horton, Nicholas J. and Rundel, Colin W. and Sullivan, Adam J. and Tackett, Maria},
year = {2021},
month = jan,
journal = {Journal of Statistics and Data Science Education},
volume = {29},
number = {sup1},
pages = {S132-S144},
publisher = {{Taylor \& Francis}},
issn = {null},
doi = {10.1080/10691898.2020.1848485},
keywords = {Collaborative learning,Data acumen,Education,Reproducible analysis,Statistical computing,Workflow},
annotation = {\_eprint: https://doi.org/10.1080/10691898.2020.1848485},
file = {/Users/dcampbel/Zotero/storage/LGIQCPUF/Beckman et al. - 2021 - Implementing Version Control With Git and GitHub a.pdf;/Users/dcampbel/Zotero/storage/SFZ49XYC/10691898.2020.html}
}
@article{bryanExcuseMeYou2018a,
title = {Excuse {{Me}}, {{Do You Have}} a {{Moment}} to {{Talk About Version Control}}?},
author = {Bryan, Jennifer},
year = {2018},
month = jan,
journal = {The American Statistician},
volume = {72},
number = {1},
pages = {20--27},
issn = {0003-1305, 1537-2731},
doi = {10.1080/00031305.2017.1399928},
langid = {english},
file = {/Users/dcampbel/Zotero/storage/NFNL6JM2/Bryan - 2018 - Excuse Me, Do You Have a Moment to Talk About Vers.pdf}
}
@misc{CourseManagementGhclass,
title = {Course Management with Ghclass},
howpublished = {https://rundel.github.io/ghclass/articles/ghclass.html\#structuring-your-class-on-github},
langid = {english},
file = {/Users/dcampbel/Zotero/storage/D4VR3XQM/ghclass.html}
}
@misc{CreateMapsVisualize,
title = {Create {{Maps}} and {{Visualize Data}} in {{2D}} and {{3D}}},
howpublished = {https://www.rayshader.com/},
langid = {english}
}
@article{dogucuWebScrapingStatistics2021,
title = {Web {{Scraping}} in the {{Statistics}} and {{Data Science Curriculum}}: {{Challenges}} and {{Opportunities}}},
shorttitle = {Web {{Scraping}} in the {{Statistics}} and {{Data Science Curriculum}}},
author = {Dogucu, Mine and {\c C}etinkaya-Rundel, Mine},
year = {2021},
month = jan,
journal = {Journal of Statistics and Data Science Education},
volume = {29},
number = {sup1},
pages = {S112-S122},
publisher = {{Taylor \& Francis}},
issn = {null},
doi = {10.1080/10691898.2020.1787116},
keywords = {Curriculum,Data science,R language,Teaching,Web scraping},
annotation = {\_eprint: https://doi.org/10.1080/10691898.2020.1787116},
file = {/Users/dcampbel/Zotero/storage/TC4LKURF/Dogucu and Çetinkaya-Rundel - 2021 - Web Scraping in the Statistics and Data Science Cu.pdf;/Users/dcampbel/Zotero/storage/6ZL5Q5L2/10691898.2020.html}
}
@article{fikselUsingGitHubClassroom2019,
title = {Using {{GitHub Classroom To Teach Statistics}}},
author = {Fiksel, Jacob and Jager, Leah R. and Hardin, Johanna S. and Taub, Margaret A.},
year = {2019},
month = may,
journal = {Journal of Statistics Education},
volume = {27},
number = {2},
pages = {110--119},
publisher = {{Taylor \& Francis}},
issn = {null},
doi = {10.1080/10691898.2019.1617089},
keywords = {Collaboration,Data science,Reproducibility},
annotation = {\_eprint: https://doi.org/10.1080/10691898.2019.1617089},
file = {/Users/dcampbel/Zotero/storage/DNC559G9/Fiksel et al. - 2019 - Using GitHub Classroom To Teach Statistics.pdf;/Users/dcampbel/Zotero/storage/ALE3DNMF/10691898.2019.html}
}
@book{hesterLetGitStarted,
title = {Let's {{Git}} Started | {{Happy Git}} and {{GitHub}} for the {{useR}}},
author = {Hester, the STAT 545 TAs, Jim, Jenny Bryan},
langid = {english},
file = {/Users/dcampbel/Zotero/storage/WPESN6R4/happygitwithr.com.html}
}
@misc{HowBuildSimple,
title = {How to Build a Simple Flowchart with {{R}}: {{DiagrammeR}} Package | {{DataScience}}+},
shorttitle = {How to Build a Simple Flowchart with {{R}}},
langid = {english},
file = {/Users/dcampbel/Zotero/storage/J38TNG96/how-to-build-a-simple-flowchart-with-r-diagrammer-package.html}
}
@misc{HowReplaceMultiple2022,
title = {How to {{Replace Multiple Column Names}} of a {{Dataframe}} with Tidyverse},
year = {2022},
month = mar,
journal = {Python and R Tips},
langid = {american},
file = {/Users/dcampbel/Zotero/storage/E528WDH7/how-to-replace-multiple-column-names-of-a-dataframe-with-tidyverse.html}
}
@book{mcconvilleStatisticalInferenceData,
title = {Statistical {{Inference}} via {{Data Science}}},
author = {McConville, Chester Ismay {and} Albert Y. Kim Foreword by Kelly S.},
file = {/Users/dcampbel/Zotero/storage/6D54ISRU/index.html}
}
@misc{steveBeginnersGuideData2018,
title = {Beginners {{Guide}} to {{Data}} and {{Character Encoding}}},
author = {{steve}},
year = {2018},
month = aug,
langid = {american},
file = {/Users/dcampbel/Zotero/storage/FTKULC5F/guide-data-character-encoding.html}
}
@misc{WelcomeDataScience,
title = {Welcome | {{R}} for {{Data Science}}},
howpublished = {https://r4ds.had.co.nz/},
file = {/Users/dcampbel/Zotero/storage/J34TI7V3/r4ds.had.co.nz.html}
}