Bartolucci, Francesco; Bacci, Silvia; Mira, Antonietta On the role of latent variable models in the era of big data. (English) Zbl 1489.62404 Stat. Probab. Lett. 136, 165-169 (2018). MSC: 62R07 62F15 PDFBibTeX XMLCite \textit{F. Bartolucci} et al., Stat. Probab. Lett. 136, 165--169 (2018; Zbl 1489.62404) Full Text: DOI
Giudici, Paolo Financial data science. (English) Zbl 1463.62320 Stat. Probab. Lett. 136, 160-164 (2018). MSC: 62P05 91G70 62A09 62R07 PDFBibTeX XMLCite \textit{P. Giudici}, Stat. Probab. Lett. 136, 160--164 (2018; Zbl 1463.62320) Full Text: DOI
James, Gareth M. Statistics within business in the era of big data. (English) Zbl 1489.62414 Stat. Probab. Lett. 136, 155-159 (2018). MSC: 62R07 62P20 PDFBibTeX XMLCite \textit{G. M. James}, Stat. Probab. Lett. 136, 155--159 (2018; Zbl 1489.62414) Full Text: DOI
Bierkens, Joris; Bouchard-Côté, Alexandre; Doucet, Arnaud; Duncan, Andrew B.; Fearnhead, Paul; Lienart, Thibaut; Roberts, Gareth; Vollmer, Sebastian J. Piecewise deterministic Markov processes for scalable Monte Carlo on restricted domains. (English) Zbl 1463.62215 Stat. Probab. Lett. 136, 148-154 (2018). MSC: 62J12 62M05 62F15 65C05 PDFBibTeX XMLCite \textit{J. Bierkens} et al., Stat. Probab. Lett. 136, 148--154 (2018; Zbl 1463.62215) Full Text: DOI arXiv Link
Cao, Jiguo Statisticians can do better in the big data era. (English) Zbl 1489.62408 Stat. Probab. Lett. 136, 146-147 (2018). MSC: 62R07 62A01 PDFBibTeX XMLCite \textit{J. Cao}, Stat. Probab. Lett. 136, 146--147 (2018; Zbl 1489.62408) Full Text: DOI
Faraway, Julian J.; Augustin, Nicole H. When small data beats big data. (English) Zbl 1489.62412 Stat. Probab. Lett. 136, 142-145 (2018). MSC: 62R07 PDFBibTeX XMLCite \textit{J. J. Faraway} and \textit{N. H. Augustin}, Stat. Probab. Lett. 136, 142--145 (2018; Zbl 1489.62412) Full Text: DOI Link
Vantini, Simone Wishing the non-parametric re-evolution. (English) Zbl 1457.62037 Stat. Probab. Lett. 136, 139-141 (2018). MSC: 62A01 62-03 62G10 62R07 01A60 PDFBibTeX XMLCite \textit{S. Vantini}, Stat. Probab. Lett. 136, 139--141 (2018; Zbl 1457.62037) Full Text: DOI
Vieu, Philippe On dimension reduction models for functional data. (English) Zbl 1489.62421 Stat. Probab. Lett. 136, 134-138 (2018). MSC: 62R10 62R07 PDFBibTeX XMLCite \textit{P. Vieu}, Stat. Probab. Lett. 136, 134--138 (2018; Zbl 1489.62421) Full Text: DOI
Shi, Jian Qing How do statisticians analyse big data – our story. (English) Zbl 1489.62418 Stat. Probab. Lett. 136, 130-133 (2018). MSC: 62R07 PDFBibTeX XMLCite \textit{J. Q. Shi}, Stat. Probab. Lett. 136, 130--133 (2018; Zbl 1489.62418) Full Text: DOI
Giraldo, Ramón; Dabo-Niang, Sophie; Martínez, Sergio Statistical modeling of spatial big data: an approach from a functional data analysis perspective. (English) Zbl 1489.62413 Stat. Probab. Lett. 136, 126-129 (2018). MSC: 62R07 62M30 62R10 PDFBibTeX XMLCite \textit{R. Giraldo} et al., Stat. Probab. Lett. 136, 126--129 (2018; Zbl 1489.62413) Full Text: DOI HAL
Dryden, Ian L.; Hodge, David J. Journeys in big data statistics. (English) Zbl 1489.62410 Stat. Probab. Lett. 136, 121-125 (2018). MSC: 62R07 90B06 PDFBibTeX XMLCite \textit{I. L. Dryden} and \textit{D. J. Hodge}, Stat. Probab. Lett. 136, 121--125 (2018; Zbl 1489.62410) Full Text: DOI Link
Azzone, Giovanni Big data and public policies: opportunities and challenges. (English) Zbl 1489.62403 Stat. Probab. Lett. 136, 116-120 (2018). MSC: 62R07 62P25 PDFBibTeX XMLCite \textit{G. Azzone}, Stat. Probab. Lett. 136, 116--120 (2018; Zbl 1489.62403) Full Text: DOI
Cox, D. R.; Kartsonaki, Christiana; Keogh, Ruth H. Big data: some statistical issues. (English) Zbl 1489.62409 Stat. Probab. Lett. 136, 111-115 (2018). MSC: 62R07 62P10 PDFBibTeX XMLCite \textit{D. R. Cox} et al., Stat. Probab. Lett. 136, 111--115 (2018; Zbl 1489.62409) Full Text: DOI
Sharples, Linda D. The role of statistics in the era of big data: electronic health records for healthcare research. (English) Zbl 1489.62355 Stat. Probab. Lett. 136, 105-110 (2018). MSC: 62P10 62R07 92C50 PDFBibTeX XMLCite \textit{L. D. Sharples}, Stat. Probab. Lett. 136, 105--110 (2018; Zbl 1489.62355) Full Text: DOI Link
Gupta, Shivam; Mateu, Jorge; Degbelo, Auriol; Pebesma, Edzer Quality of life, big data and the power of statistics. (English) Zbl 1489.62363 Stat. Probab. Lett. 136, 101-104 (2018). MSC: 62P12 62R07 86A32 PDFBibTeX XMLCite \textit{S. Gupta} et al., Stat. Probab. Lett. 136, 101--104 (2018; Zbl 1489.62363) Full Text: DOI
Fassò, A.; Finazzi, F.; Madonna, F. Statistical issues in radiosonde observation of atmospheric temperature and humidity profiles. (English) Zbl 1474.86021 Stat. Probab. Lett. 136, 97-100 (2018). MSC: 86A32 62P35 62P12 PDFBibTeX XMLCite \textit{A. Fassò} et al., Stat. Probab. Lett. 136, 97--100 (2018; Zbl 1474.86021) Full Text: DOI Link
Castruccio, Stefano; Genton, Marc G. Principles for statistical inference on big spatio-temporal data from climate models. (English) Zbl 1463.62340 Stat. Probab. Lett. 136, 92-96 (2018). MSC: 62P12 86A32 86A08 62R07 60G15 62H11 62M30 PDFBibTeX XMLCite \textit{S. Castruccio} and \textit{M. G. Genton}, Stat. Probab. Lett. 136, 92--96 (2018; Zbl 1463.62340) Full Text: DOI Link
Bivand, Roger; Krivoruchko, Konstantin Big data sampling and spatial analysis: “which of the two ladles, of fig-wood or gold, is appropriate to the soup and the pot?”. (English) Zbl 1489.62405 Stat. Probab. Lett. 136, 87-91 (2018). MSC: 62R07 62D05 62M30 86A32 PDFBibTeX XMLCite \textit{R. Bivand} and \textit{K. Krivoruchko}, Stat. Probab. Lett. 136, 87--91 (2018; Zbl 1489.62405) Full Text: DOI
Pluta, Dustin; Yu, Zhaoxia; Shen, Tong; Chen, Chuansheng; Xue, Gui; Ombao, Hernando Statistical methods and challenges in connectome genetics. (English) Zbl 1463.62333 Stat. Probab. Lett. 136, 83-86 (2018). MSC: 62P10 92D10 62H35 PDFBibTeX XMLCite \textit{D. Pluta} et al., Stat. Probab. Lett. 136, 83--86 (2018; Zbl 1463.62333) Full Text: DOI Link
Chung, Moo K. Statistical challenges of big brain network data. (English) Zbl 1489.62343 Stat. Probab. Lett. 136, 78-82 (2018). MSC: 62P10 62A01 62R07 90B15 PDFBibTeX XMLCite \textit{M. K. Chung}, Stat. Probab. Lett. 136, 78--82 (2018; Zbl 1489.62343) Full Text: DOI arXiv Link
Wong, Limsoon Big data and a bewildered lay analyst. (English) Zbl 1463.62042 Stat. Probab. Lett. 136, 73-77 (2018). MSC: 62F03 62A01 62R07 PDFBibTeX XMLCite \textit{L. Wong}, Stat. Probab. Lett. 136, 73--77 (2018; Zbl 1463.62042) Full Text: DOI
Ceri, Stefano On the role of statistics in the era of big data: a computer science perspective. (English) Zbl 1489.62006 Stat. Probab. Lett. 136, 68-72 (2018). MSC: 62A01 62R07 PDFBibTeX XMLCite \textit{S. Ceri}, Stat. Probab. Lett. 136, 68--72 (2018; Zbl 1489.62006) Full Text: DOI
Quarteroni, Alfio The role of statistics in the era of big data: a computational scientist’ perspective. (English) Zbl 1489.62010 Stat. Probab. Lett. 136, 63-67 (2018). MSC: 62A01 62-08 62P35 62R07 PDFBibTeX XMLCite \textit{A. Quarteroni}, Stat. Probab. Lett. 136, 63--67 (2018; Zbl 1489.62010) Full Text: DOI
Lau, F. Din-Houn; Adams, Niall M.; Girolami, Mark A.; Butler, Liam J.; Elshafie, Mohammed Z. E. B. The role of statistics in data-centric engineering. (English) Zbl 1463.62377 Stat. Probab. Lett. 136, 58-62 (2018). MSC: 62P30 62R07 PDFBibTeX XMLCite \textit{F. D. H. Lau} et al., Stat. Probab. Lett. 136, 58--62 (2018; Zbl 1463.62377) Full Text: DOI Link
Meng, Xiao-Li Conducting highly principled data science: a statistician’s job and joy. (English) Zbl 1489.62008 Stat. Probab. Lett. 136, 51-57 (2018). MSC: 62A01 85A35 PDFBibTeX XMLCite \textit{X.-L. Meng}, Stat. Probab. Lett. 136, 51--57 (2018; Zbl 1489.62008) Full Text: DOI arXiv
Olhede, Sofia C.; Wolfe, Patrick J. The future of statistics and data science. (English) Zbl 1489.62009 Stat. Probab. Lett. 136, 46-50 (2018). MSC: 62A01 62R07 PDFBibTeX XMLCite \textit{S. C. Olhede} and \textit{P. J. Wolfe}, Stat. Probab. Lett. 136, 46--50 (2018; Zbl 1489.62009) Full Text: DOI Link
Reid, Nancy Statistical science in the world of big data. (English) Zbl 1489.62415 Stat. Probab. Lett. 136, 42-45 (2018). MSC: 62R07 62A01 68T05 PDFBibTeX XMLCite \textit{N. Reid}, Stat. Probab. Lett. 136, 42--45 (2018; Zbl 1489.62415) Full Text: DOI
Bühlmann, Peter; van de Geer, Sara Statistics for big data: a perspective. (English) Zbl 1489.62407 Stat. Probab. Lett. 136, 37-41 (2018). MSC: 62R07 62A01 62J07 PDFBibTeX XMLCite \textit{P. Bühlmann} and \textit{S. van de Geer}, Stat. Probab. Lett. 136, 37--41 (2018; Zbl 1489.62407) Full Text: DOI
Bowman, Adrian W. Big questions, informative data, excellent science. (English) Zbl 1489.62406 Stat. Probab. Lett. 136, 34-36 (2018). MSC: 62R07 62A01 PDFBibTeX XMLCite \textit{A. W. Bowman}, Stat. Probab. Lett. 136, 34--36 (2018; Zbl 1489.62406) Full Text: DOI Link
Wit, Ernst C. Big data and biostatistics: the death of the asymptotic Valhalla. (English) Zbl 1463.62336 Stat. Probab. Lett. 136, 30-33 (2018). MSC: 62P10 92B15 62R07 62A01 PDFBibTeX XMLCite \textit{E. C. Wit}, Stat. Probab. Lett. 136, 30--33 (2018; Zbl 1463.62336) Full Text: DOI
Smirnova, Ekaterina; Ivanescu, Andrada; Bai, Jiawei; Crainiceanu, Ciprian M. A practical guide to big data. (English) Zbl 1489.62419 Stat. Probab. Lett. 136, 25-29 (2018). MSC: 62R07 62P10 62-01 92B15 PDFBibTeX XMLCite \textit{E. Smirnova} et al., Stat. Probab. Lett. 136, 25--29 (2018; Zbl 1489.62419) Full Text: DOI Link
Scott, E. Marian The role of statistics in the era of big data: crucial, critical and under-valued. (English) Zbl 1489.62416 Stat. Probab. Lett. 136, 20-24 (2018). MSC: 62R07 62A01 PDFBibTeX XMLCite \textit{E. M. Scott}, Stat. Probab. Lett. 136, 20--24 (2018; Zbl 1489.62416) Full Text: DOI Link
Torrecilla, José L.; Romo, Juan Data learning from big data. (English) Zbl 1489.62420 Stat. Probab. Lett. 136, 15-19 (2018). MSC: 62R07 68T05 PDFBibTeX XMLCite \textit{J. L. Torrecilla} and \textit{J. Romo}, Stat. Probab. Lett. 136, 15--19 (2018; Zbl 1489.62420) Full Text: DOI arXiv
Secchi, Piercesare On the role of statistics in the era of big data: a call for a debate. (English) Zbl 1489.62417 Stat. Probab. Lett. 136, 10-14 (2018). MSC: 62R07 62A01 PDFBibTeX XMLCite \textit{P. Secchi}, Stat. Probab. Lett. 136, 10--14 (2018; Zbl 1489.62417) Full Text: DOI Link
Dunson, David B. Statistics in the big data era: failures of the machine. (English) Zbl 1489.62411 Stat. Probab. Lett. 136, 4-9 (2018). MSC: 62R07 68T05 68T07 PDFBibTeX XMLCite \textit{D. B. Dunson}, Stat. Probab. Lett. 136, 4--9 (2018; Zbl 1489.62411) Full Text: DOI
Sangalli, Laura M. (ed.) The role of statistics in the era of big data. (English) Zbl 1395.00047 Stat. Probab. Lett. 136, 1-3 (2018). MSC: 00B15 62-06 68-06 PDFBibTeX XMLCite \textit{L. M. Sangalli} (ed.), Stat. Probab. Lett. 136, 1--3 (2018; Zbl 1395.00047) Full Text: DOI