VanderPlas, Susan; Ge, Yawei; Unwin, Antony; Hofmann, Heike Penguins go parallel: a grammar of graphics framework for generalized parallel coordinate plots. (English) Zbl 07792639 J. Comput. Graph. Stat. 32, No. 4, 1572-1587 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{S. VanderPlas} et al., J. Comput. Graph. Stat. 32, No. 4, 1572--1587 (2023; Zbl 07792639) Full Text: DOI OA License
Laa, Ursula; Aumann, Alex; Cook, Dianne; Valencia, German New and simplified manual controls for projection and slice tours, with application to exploring classification boundaries in high dimensions. (English) Zbl 07792053 J. Comput. Graph. Stat. 32, No. 3, 1229-1236 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{U. Laa} et al., J. Comput. Graph. Stat. 32, No. 3, 1229--1236 (2023; Zbl 07792053) Full Text: DOI arXiv
Laa, Ursula; Cook, Dianne; Buja, Andreas; Valencia, German Hole or grain? A section pursuit index for finding hidden structure in multiple dimensions. (English) Zbl 07633204 J. Comput. Graph. Stat. 31, No. 3, 739-752 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{U. Laa} et al., J. Comput. Graph. Stat. 31, No. 3, 739--752 (2022; Zbl 07633204) Full Text: DOI arXiv
Laa, Ursula; Cook, Dianne; Lee, Stuart Burning sage: reversing the curse of dimensionality in the visualization of high-dimensional data. (English) Zbl 07546458 J. Comput. Graph. Stat. 31, No. 1, 40-49 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{U. Laa} et al., J. Comput. Graph. Stat. 31, No. 1, 40--49 (2022; Zbl 07546458) Full Text: DOI arXiv
Gupta, Sayani; Hyndman, Rob J.; Cook, Dianne; Unwin, Antony Visualizing probability distributions across bivariate cyclic temporal granularities. (English) Zbl 07546456 J. Comput. Graph. Stat. 31, No. 1, 14-25 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{S. Gupta} et al., J. Comput. Graph. Stat. 31, No. 1, 14--25 (2022; Zbl 07546456) Full Text: DOI arXiv
Taback, Nathan Design and analysis of experiments and observational studies using R. (English) Zbl 07517342 Chapman & Hall/CRC Texts in Statistical Science Series. Boca Raton, FL: CRC Press (ISBN 978-0-367-45685-6/hbk; 978-1-003-03369-1/ebook). xxii, 270 p. (2022). MSC: 62-01 62Kxx 62-04 PDFBibTeX XMLCite \textit{N. Taback}, Design and analysis of experiments and observational studies using R. Boca Raton, FL: CRC Press (2022; Zbl 07517342) Full Text: DOI
Broström, Göran Event history analysis with R. 2nd edition. (English) Zbl 1504.62004 Chapman & Hall/CRC The R Series. Boca Raton, FL: CRC Press (ISBN 978-1-138-58771-7/hbk; 978-1-032-12320-2/pbk; 978-0-429-50376-4/ebook). xxxv, 304 p. (2022). Reviewer: Tiago Magalhães (Juiz de Fora) MSC: 62-01 62N05 62P25 62-04 PDFBibTeX XMLCite \textit{G. Broström}, Event history analysis with R. 2nd edition. Boca Raton, FL: CRC Press (2022; Zbl 1504.62004) Full Text: DOI
da Silva, Natalia; Cook, Dianne; Lee, Eun-Kyung A projection pursuit forest algorithm for supervised classification. (English) Zbl 07499944 J. Comput. Graph. Stat. 30, No. 4, 1168-1180 (2021). MSC: 62-XX PDFBibTeX XMLCite \textit{N. da Silva} et al., J. Comput. Graph. Stat. 30, No. 4, 1168--1180 (2021; Zbl 07499944) Full Text: DOI arXiv
Wollschläger, Daniel R compact. The fast introduction into data analysis. 3rd revised edition. (R kompakt. Der schnelle Einstieg in die Datenanalyse.) (German) Zbl 1469.62007 Wiesbaden: Springer Spektrum (ISBN 978-3-662-63074-7/pbk; 978-3-662-63075-4/ebook). xv, 251 p. (2021). MSC: 62-01 62R07 62-08 PDFBibTeX XMLCite \textit{D. Wollschläger}, R kompakt. Der schnelle Einstieg in die Datenanalyse. 3rd revised edition. Wiesbaden: Springer Spektrum (2021; Zbl 1469.62007) Full Text: DOI
Forbes, Jeremy; Cook, Dianne; Hyndman, Rob J. Spatial modelling of the two-party preferred vote in Australian federal elections: 2001–2016. (English) Zbl 1521.62221 Aust. N. Z. J. Stat. 62, No. 2, 168-185 (2020). MSC: 62P25 91F10 PDFBibTeX XMLCite \textit{J. Forbes} et al., Aust. N. Z. J. Stat. 62, No. 2, 168--185 (2020; Zbl 1521.62221) Full Text: DOI
Yavuz, Fulya Gokalp; Ward, Mark Daniel Fostering undergraduate data science. (English) Zbl 07593650 Am. Stat. 74, No. 1, 8-16 (2020). MSC: 62-XX PDFBibTeX XMLCite \textit{F. G. Yavuz} and \textit{M. D. Ward}, Am. Stat. 74, No. 1, 8--16 (2020; Zbl 07593650) Full Text: DOI
Laa, Ursula; Cook, Dianne; Valencia, German A slice tour for finding hollowness in high-dimensional data. (English) Zbl 07499307 J. Comput. Graph. Stat. 29, No. 3, 681-687 (2020). MSC: 62-XX PDFBibTeX XMLCite \textit{U. Laa} et al., J. Comput. Graph. Stat. 29, No. 3, 681--687 (2020; Zbl 07499307) Full Text: DOI arXiv
Wang, Earo; Cook, Dianne; Hyndman, Rob J. A new tidy data structure to support exploration and modeling of temporal data. (English) Zbl 07499289 J. Comput. Graph. Stat. 29, No. 3, 466-478 (2020). MSC: 62-XX PDFBibTeX XMLCite \textit{E. Wang} et al., J. Comput. Graph. Stat. 29, No. 3, 466--478 (2020; Zbl 07499289) Full Text: DOI arXiv
Homrighausen, Darren; McDonald, Daniel J. Compressed and penalized linear regression. (English) Zbl 07499258 J. Comput. Graph. Stat. 29, No. 2, 309-322 (2020). MSC: 62-XX PDFBibTeX XMLCite \textit{D. Homrighausen} and \textit{D. J. McDonald}, J. Comput. Graph. Stat. 29, No. 2, 309--322 (2020; Zbl 07499258) Full Text: DOI arXiv
Laa, Ursula; Cook, Dianne Using tours to visually investigate properties of new projection pursuit indexes with application to problems in physics. (English) Zbl 1505.62236 Comput. Stat. 35, No. 3, 1171-1205 (2020). MSC: 62-08 PDFBibTeX XMLCite \textit{U. Laa} and \textit{D. Cook}, Comput. Stat. 35, No. 3, 1171--1205 (2020; Zbl 1505.62236) Full Text: DOI arXiv
Wehrens, Ron Chemometrics with R. Multivariate data analysis in the natural and life sciences. 2nd revised and extended edition. (English) Zbl 1454.62006 Use R!. Berlin: Springer (ISBN 978-3-662-62026-7/pbk; 978-3-662-62027-4/ebook). xvi, 308 p. (2020). MSC: 62-02 62H30 62H25 62-04 62R07 PDFBibTeX XMLCite \textit{R. Wehrens}, Chemometrics with R. Multivariate data analysis in the natural and life sciences. 2nd revised and extended edition. Berlin: Springer (2020; Zbl 1454.62006) Full Text: DOI
Chambaz, Antoine; Benkeser, David A ride in targeted learning territory. (Une virée en territoire d’apprentissage ciblé.) (English. French summary) Zbl 1443.62072 J. SFdS 161, No. 1, 201-286 (2020). MSC: 62G05 62G35 68T05 PDFBibTeX XMLCite \textit{A. Chambaz} and \textit{D. Benkeser}, J. SFdS 161, No. 1, 201--286 (2020; Zbl 1443.62072) Full Text: Link
Irizarry, Rafael A. Introduction to data science. Data analysis and prediction algorithms with R. (English) Zbl 1427.68005 Chapman & Hall/CRC Data Science Series. Boca Raton, FL: CRC Press (ISBN 978-0-367-35798-6/hbk; 978-0-429-34183-0/ebook). xxix, 713 p. (2020). MSC: 68-01 62-01 62R07 68T09 PDFBibTeX XMLCite \textit{R. A. Irizarry}, Introduction to data science. Data analysis and prediction algorithms with R. Boca Raton, FL: CRC Press (2020; Zbl 1427.68005) Full Text: DOI
McNamara, Amelia Key attributes of a modern statistical computing tool. (English) Zbl 07588169 Am. Stat. 73, No. 4, 375-384 (2019). MSC: 62-XX PDFBibTeX XMLCite \textit{A. McNamara}, Am. Stat. 73, No. 4, 375--384 (2019; Zbl 07588169) Full Text: DOI arXiv
Becker, Gabriel; Moore, Sara E.; Lawrence, Michael trackr: a framework for enhancing discoverability and reproducibility of data visualizations and other artifacts in R. (English) Zbl 07499083 J. Comput. Graph. Stat. 28, No. 3, 644-658 (2019). MSC: 62-XX PDFBibTeX XMLCite \textit{G. Becker} et al., J. Comput. Graph. Stat. 28, No. 3, 644--658 (2019; Zbl 07499083) Full Text: DOI
da Silva, Natalia; Alvarez-Castro, Ignacio Clicks and cliques: exploring the soul of the community. (English) Zbl 1505.62116 Comput. Stat. 34, No. 4, 1537-1563 (2019). MSC: 62-08 PDFBibTeX XMLCite \textit{N. da Silva} and \textit{I. Alvarez-Castro}, Comput. Stat. 34, No. 4, 1537--1563 (2019; Zbl 1505.62116) Full Text: DOI arXiv
McNamara, Amelia A. Community engagement and subgroup meta-knowledge: some factors in the soul of a community. (English) Zbl 1505.62285 Comput. Stat. 34, No. 4, 1511-1535 (2019). MSC: 62-08 PDFBibTeX XMLCite \textit{A. A. McNamara}, Comput. Stat. 34, No. 4, 1511--1535 (2019; Zbl 1505.62285) Full Text: DOI
Maurer, Karsten; Osthus, Dave; Loy, Adam A tale of four cities: exploring the soul of State College, Detroit, Milledgeville and Biloxi. (English) Zbl 1505.62279 Comput. Stat. 34, No. 4, 1465-1487 (2019). MSC: 62-08 PDFBibTeX XMLCite \textit{K. Maurer} et al., Comput. Stat. 34, No. 4, 1465--1487 (2019; Zbl 1505.62279) Full Text: DOI
Hofmann, Heike (ed.); Wickham, Hadley (ed.); Cook, Dianne (ed.) Editorial. The 2013 Data Expo of the American Statistical Association. (English) Zbl 1505.62188 Comput. Stat. 34, No. 4, 1443-1447 (2019). MSC: 62-08 PDFBibTeX XMLCite \textit{H. Hofmann} (ed.) et al., Comput. Stat. 34, No. 4, 1443--1447 (2019; Zbl 1505.62188) Full Text: DOI
Polzehl, Jörg; Tabelow, Karsten Magnetic resonance brain imaging. Modeling and data analysis using R. (English) Zbl 1436.92002 Use R!. Cham: Springer (ISBN 978-3-030-29182-2/pbk; 978-3-030-29184-6/ebook). xviii, 231 p. (2019). Reviewer: Witold Pedrycz (Edmonton) MSC: 92-01 92C55 62-01 62H35 94A08 62P10 62R10 PDFBibTeX XMLCite \textit{J. Polzehl} and \textit{K. Tabelow}, Magnetic resonance brain imaging. Modeling and data analysis using R. Cham: Springer (2019; Zbl 1436.92002) Full Text: DOI
Rizzo, Maria L. Statistical computing with R. 2nd edition. (English) Zbl 1409.62004 Chapman & Hall/CRC The R Series. Boca Raton, FL: CRC Press (ISBN 978-1-4665-5332-3/hbk). xiv, 474 p. (2019). MSC: 62-01 62-04 62-08 65C05 PDFBibTeX XMLCite \textit{M. L. Rizzo}, Statistical computing with R. 2nd edition. Boca Raton, FL: CRC Press (2019; Zbl 1409.62004)
Hicks, Stephanie C.; Irizarry, Rafael A. A guide to teaching data science. (English) Zbl 07663965 Am. Stat. 72, No. 4, 382-391 (2018). MSC: 62-XX PDFBibTeX XMLCite \textit{S. C. Hicks} and \textit{R. A. Irizarry}, Am. Stat. 72, No. 4, 382--391 (2018; Zbl 07663965) Full Text: DOI arXiv
Marwick, Ben; Boettiger, Carl; Mullen, Lincoln Packaging data analytical work reproducibly using R (and friends). (English) Zbl 07663922 Am. Stat. 72, No. 1, 80-88 (2018). MSC: 62-XX PDFBibTeX XMLCite \textit{B. Marwick} et al., Am. Stat. 72, No. 1, 80--88 (2018; Zbl 07663922) Full Text: DOI
Baumer, Benjamin S. Lessons from between the white lines for isolated data scientists. (English) Zbl 07663920 Am. Stat. 72, No. 1, 66-71 (2018). MSC: 62-XX PDFBibTeX XMLCite \textit{B. S. Baumer}, Am. Stat. 72, No. 1, 66--71 (2018; Zbl 07663920) Full Text: DOI
Çetinkaya-Rundel, Mine; Rundel, Colin Infrastructure and tools for teaching computing throughout the statistical curriculum. (English) Zbl 07663919 Am. Stat. 72, No. 1, 58-65 (2018). MSC: 62-XX PDFBibTeX XMLCite \textit{M. Çetinkaya-Rundel} and \textit{C. Rundel}, Am. Stat. 72, No. 1, 58--65 (2018; Zbl 07663919) Full Text: DOI
Bryan, Jennifer Excuse me, do you have a moment to talk about version control? (English) Zbl 07663914 Am. Stat. 72, No. 1, 20-27 (2018). MSC: 62-XX PDFBibTeX XMLCite \textit{J. Bryan}, Am. Stat. 72, No. 1, 20--27 (2018; Zbl 07663914) Full Text: DOI
Roy Chowdhury, Niladri; Cook, Dianne; Hofmann, Heike; Majumder, Mahbubul Measuring lineup difficulty by matching distance metrics with subject choices in crowd-sourced data. (English) Zbl 07498973 J. Comput. Graph. Stat. 27, No. 1, 132-145 (2018). MSC: 62-XX PDFBibTeX XMLCite \textit{N. Roy Chowdhury} et al., J. Comput. Graph. Stat. 27, No. 1, 132--145 (2018; Zbl 07498973) Full Text: DOI
Carmichael, Iain; Marron, J. S. Data science vs. statistics: two cultures? (English) Zbl 1430.62017 Jpn. J. Stat. Data Sci. 1, No. 1, 117-138 (2018). MSC: 62A01 62R07 68T05 62G35 62-08 PDFBibTeX XMLCite \textit{I. Carmichael} and \textit{J. S. Marron}, Jpn. J. Stat. Data Sci. 1, No. 1, 117--138 (2018; Zbl 1430.62017) Full Text: DOI arXiv
Bilgrau, Anders Ellern; Brøndum, Rasmus Froberg; Eriksen, Poul Svante; Dybkær, Karen; Bøgsted, Martin Estimating a common covariance matrix for network meta-analysis of gene expression datasets in diffuse large B-cell lymphoma. (English) Zbl 1405.62159 Ann. Appl. Stat. 12, No. 3, 1894-1913 (2018). MSC: 62P10 62H12 92C42 PDFBibTeX XMLCite \textit{A. E. Bilgrau} et al., Ann. Appl. Stat. 12, No. 3, 1894--1913 (2018; Zbl 1405.62159) Full Text: DOI arXiv Euclid
Templ, Matthias Statistical disclosure control for microdata. Methods and applications in R. (English) Zbl 1437.62006 Cham: Springer (ISBN 978-3-319-50270-0/hbk; 978-3-319-84362-9/pbk; 978-3-319-50272-4/ebook). xix, 287 p. (2017). MSC: 62-02 68P27 62D05 62D20 62B10 62-08 PDFBibTeX XMLCite \textit{M. Templ}, Statistical disclosure control for microdata. Methods and applications in R. Cham: Springer (2017; Zbl 1437.62006) Full Text: DOI
Gentle, James E. Matrix algebra. Theory, computations and applications in statistics. 2nd edition. (English) Zbl 1386.15002 Springer Texts in Statistics. Cham: Springer (ISBN 978-3-319-64866-8/pbk; 978-3-319-64867-5/ebook). xxix, 648 p. (2017). Reviewer: Frank Uhlig (Auburn) MSC: 15-01 62-01 65-01 PDFBibTeX XMLCite \textit{J. E. Gentle}, Matrix algebra. Theory, computations and applications in statistics. 2nd edition. Cham: Springer (2017; Zbl 1386.15002) Full Text: DOI
Baumer, Benjamin S.; Kaplan, Daniel T.; Horton, Nicholas J. Modern data science with R. (English) Zbl 1368.62001 Chapman & Hall/CRC Texts in Statistical Science Series. Boca Raton, FL: CRC Press (ISBN 978-1-4987-2448-7/hbk+ebook; 978-1-4987-2449-4/ebook). xxvi, 551 p. (2017). Reviewer: Christina Diakaki (Chania) MSC: 62-01 68-01 62-07 PDFBibTeX XMLCite \textit{B. S. Baumer} et al., Modern data science with R. Boca Raton, FL: CRC Press (2017; Zbl 1368.62001) Full Text: Link
Braun, W. John; Murdoch, Duncan J. A first course in statistical programming with R. 2nd edition. (English) Zbl 1341.62006 Cambridge: Cambridge University Press (ISBN 978-1-107-57646-9/pbk; 978-1-316-45109-0/ebook). xiv, 215 p. (2016). MSC: 62-01 62-04 PDFBibTeX XMLCite \textit{W. J. Braun} and \textit{D. J. Murdoch}, A first course in statistical programming with R. 2nd edition. Cambridge: Cambridge University Press (2016; Zbl 1341.62006) Full Text: DOI
Mathé, Ewy (ed.); Davis, Sean (ed.) Statistical genomics. Methods and protocols. (English) Zbl 1346.92003 Methods in Molecular Biology 1418. New York, NY: Humana Press/Springer (ISBN 978-1-4939-3576-5/hbk; 978-1-4939-3578-9/ebook). xi, 418 p. (2016). Reviewer: Irina Ioana Mohorianu (Norwich) MSC: 92-02 92B15 92D10 62P10 62B15 62F15 62K05 PDFBibTeX XMLCite \textit{E. Mathé} (ed.) and \textit{S. Davis} (ed.), Statistical genomics. Methods and protocols. New York, NY: Humana Press/Springer (2016; Zbl 1346.92003) Full Text: DOI
Hofner, Benjamin; Schmid, Matthias; Edler, Lutz Reproducible research in statistics: a review and guidelines for the Biometrical Journal. (English) Zbl 1381.62272 Biom. J. 58, No. 2, 416-427 (2016). MSC: 62P10 00A99 62-02 PDFBibTeX XMLCite \textit{B. Hofner} et al., Biom. J. 58, No. 2, 416--427 (2016; Zbl 1381.62272) Full Text: DOI
Nolan, Deborah; Temple Lang, Duncan Explorations in statistics research: an approach to expose undergraduates to authentic data analysis. (English) Zbl 07671746 Am. Stat. 69, No. 4, 292-299 (2015). MSC: 62-XX PDFBibTeX XMLCite \textit{D. Nolan} and \textit{D. Temple Lang}, Am. Stat. 69, No. 4, 292--299 (2015; Zbl 07671746) Full Text: DOI arXiv
Harrell, Frank E. jun. Regression modeling strategies. With applications to linear models, logistic regression, and survival analysis. 2nd edition. (English) Zbl 1330.62001 Springer Series in Statistics. Cham: Springer (ISBN 978-3-319-19424-0/hbk; 978-3-319-19425-7/ebook). xxv, 582 p. (2015). Reviewer: Oleksandr Kukush (Kyïv) MSC: 62-01 62J05 62J02 62J12 62N99 62P10 PDFBibTeX XMLCite \textit{F. E. Harrell jun.}, Regression modeling strategies. With applications to linear models, logistic regression, and survival analysis. 2nd edition. Cham: Springer (2015; Zbl 1330.62001) Full Text: DOI
Heiberger, Richard M.; Holland, Burt Statistical analysis and data display. An intermediate course with examples in R. 2nd edition. (English) Zbl 1328.62003 Springer Texts in Statistics. New York, NY: Springer (ISBN 978-1-4939-2121-8/hbk; 978-1-4939-2122-5/ebook). xxxi, 898 p. (2015). MSC: 62-01 62-07 62-00 62A09 62Jxx 62Kxx PDFBibTeX XMLCite \textit{R. M. Heiberger} and \textit{B. Holland}, Statistical analysis and data display. An intermediate course with examples in R. 2nd edition. New York, NY: Springer (2015; Zbl 1328.62003) Full Text: DOI
Carey, Vincent (ed.); Cook, Dianne (ed.) Four papers on contemporary software design strategies for statistical methodologists. (English) Zbl 1332.00073 Stat. Sci. 29, No. 2, 165-166 (2014). MSC: 00B25 62-06 62-04 62-07 62A09 PDFBibTeX XMLCite \textit{V. Carey} (ed.) and \textit{D. Cook} (ed.), Stat. Sci. 29, No. 2, 165--166 (2014; Zbl 1332.00073) Full Text: DOI arXiv Euclid
Verzani, John Using R for introductory statistics. 2nd ed. (English) Zbl 1316.62001 The R Series. Boca Raton, FL: Chapman & Hall/CRC (ISBN 978-1-4665-9073-1). xviii, 502 p. (2014). MSC: 62-01 62-04 65C60 PDFBibTeX XMLCite \textit{J. Verzani}, Using R for introductory statistics. 2nd ed. Boca Raton, FL: Chapman \& Hall/CRC (2014; Zbl 1316.62001)
Gandrud, Christopher Reproducible research with R and RStudio. (English) Zbl 1304.62008 Chapman & Hall/CRC The R Series. Boca Raton, FL: CRC Press (ISBN 978-1-4665-7284-3/pbk). xxv, 288 p. (2014). MSC: 62-01 62-04 62-07 PDFBibTeX XMLCite \textit{C. Gandrud}, Reproducible research with R and RStudio. Boca Raton, FL: CRC Press (2014; Zbl 1304.62008)
Horton, Nicholas J. I hear, I forget. I do, I understand: a modified Moore-method mathematical statistics course. (English) Zbl 07649211 Am. Stat. 67, No. 4, 219-228 (2013). MSC: 62-XX PDFBibTeX XMLCite \textit{N. J. Horton}, Am. Stat. 67, No. 4, 219--228 (2013; Zbl 07649211) Full Text: DOI arXiv
Cano, Emilio L.; Moguerza, Javier M.; Redchuk, Andrés Six Sigma with R. Statistical engineering for process improvement. (English) Zbl 1256.62076 Use R!. New York, NY: Springer (ISBN 978-1-4614-3651-5/pbk). xxx, 284 p. (2012). MSC: 62P30 62-04 62-01 PDFBibTeX XMLCite \textit{E. L. Cano} et al., Six Sigma with R. Statistical engineering for process improvement. New York, NY: Springer (2012; Zbl 1256.62076) Full Text: DOI