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Statistics & Probability Letters

1982 - 2021

Current editor(s): Somnath Datta and Hira L. Koul

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Volume 136, issue C, 2018

Statistics in the big data era: Failures of the machine pp. 4-9 Downloads
David B. Dunson
On the role of statistics in the era of big data: A call for a debate pp. 10-14 Downloads
Piercesare Secchi
Data learning from big data pp. 15-19 Downloads
José L. Torrecilla and Juan Romo
The role of Statistics in the era of big data: Crucial, critical and under-valued pp. 20-24 Downloads
E. Marian Scott
A practical guide to big data pp. 25-29 Downloads
Ekaterina Smirnova, Andrada Ivanescu, Jiawei Bai and Ciprian M. Crainiceanu
Big data and biostatistics: The death of the asymptotic Valhalla pp. 30-33 Downloads
Ernst C. Wit
Big questions, informative data, excellent science pp. 34-36 Downloads
Adrian W. Bowman
Statistics for big data: A perspective pp. 37-41 Downloads
Peter Bühlmann and Sara van de Geer
Statistical science in the world of big data pp. 42-45 Downloads
Nancy Reid
The future of statistics and data science pp. 46-50 Downloads
Sofia C. Olhede and Patrick J. Wolfe
Conducting highly principled data science: A statistician’s job and joy pp. 51-57 Downloads
Xiao-Li Meng
The role of statistics in data-centric engineering pp. 58-62 Downloads
F. Din-Houn Lau, Niall M. Adams, Mark A. Girolami, Liam J. Butler and Mohammed Z.E.B. Elshafie
The role of statistics in the era of big data: A computational scientist’ perspective pp. 63-67 Downloads
Alfio Quarteroni
On the role of statistics in the era of big data: A computer science perspective pp. 68-72 Downloads
Stefano Ceri
Big data and a bewildered lay analyst pp. 73-77 Downloads
Limsoon Wong
Statistical challenges of big brain network data pp. 78-82 Downloads
Moo K. Chung
Statistical methods and challenges in connectome genetics pp. 83-86 Downloads
Dustin Pluta, Zhaoxia Yu, Tong Shen, Chuansheng Chen, Gui Xue and Hernando Ombao
Big data sampling and spatial analysis: “which of the two ladles, of fig-wood or gold, is appropriate to the soup and the pot?” pp. 87-91 Downloads
Roger Bivand and Konstantin Krivoruchko
Principles for statistical inference on big spatio-temporal data from climate models pp. 92-96 Downloads
Stefano Castruccio and Marc G. Genton
Statistical issues in radiosonde observation of atmospheric temperature and humidity profiles pp. 97-100 Downloads
A. Fassò, F. Finazzi and F. Madonna
Quality of life, big data and the power of statistics pp. 101-104 Downloads
Shivam Gupta, Jorge Mateu, Auriol Degbelo and Edzer Pebesma
The role of statistics in the era of big data: Electronic health records for healthcare research pp. 105-110 Downloads
Linda D. Sharples
Big data: Some statistical issues pp. 111-115 Downloads
D.R. Cox, Christiana Kartsonaki and Ruth H. Keogh
Big data and public policies: Opportunities and challenges pp. 116-120 Downloads
Giovanni Azzone
Journeys in big data statistics pp. 121-125 Downloads
Ian L. Dryden and David J. Hodge
Statistical modeling of spatial big data: An approach from a functional data analysis perspective pp. 126-129 Downloads
Ramón Giraldo, Sophie Dabo-Niang and Sergio Martínez
How do statisticians analyse big data—Our story pp. 130-133 Downloads
Jian Qing Shi
On dimension reduction models for functional data pp. 134-138 Downloads
Philippe Vieu
Wishing the Non-parametric Re-evolution pp. 139-141 Downloads
Simone Vantini
When small data beats big data pp. 142-145 Downloads
Julian J. Faraway and Nicole H. Augustin
Statisticians can do better in the big data era pp. 146-147 Downloads
Jiguo Cao
Piecewise deterministic Markov processes for scalable Monte Carlo on restricted domains pp. 148-154 Downloads
Joris Bierkens, Alexandre Bouchard-Côté, Arnaud Doucet, Andrew B. Duncan, Paul Fearnhead, Thibaut Lienart, Gareth Roberts and Sebastian J. Vollmer
Statistics within business in the era of big data pp. 155-159 Downloads
Gareth M. James
Financial data science pp. 160-164 Downloads
Paolo Giudici
On the role of latent variable models in the era of big data pp. 165-169 Downloads
Francesco Bartolucci, Silvia Bacci and Antonietta Mira

Volume 135, issue C, 2018

Tail bounds for sums of geometric and exponential variables pp. 1-6 Downloads
Svante Janson
A note on gaps in proofs of central limit theorems pp. 7-10 Downloads
Christophe Ange Napoléon Biscio, Arnaud Poinas and Rasmus Waagepetersen
Some results on joint record events pp. 11-19 Downloads
M. Falk, A. Khorrami Chokami and S.A. Padoan
Screening group variables in the proportional hazards model pp. 20-25 Downloads
Kwang Woo Ahn, Natasha Sahr and Soyoung Kim
Simultaneous demonstration tests involving sparse failures pp. 26-31 Downloads
Amos E. Gera
Integrability conditions for compound random measures pp. 32-37 Downloads
Alan Riva Palacio and Fabrizio Leisen
The characterization of tenable Pólya urns pp. 38-43 Downloads
Allison Davidson and Mark D. Ward
Strong local nondeterminism of spherical fractional Brownian motion pp. 44-50 Downloads
Xiaohong Lan and Yimin Xiao
Recurrence property and pointwise convergence of martingales pp. 51-53 Downloads
Ricardo Bórquez
Higher order expansions for error variance matrix estimates in the Gaussian AR(1) linear regression model pp. 54-59 Downloads
Yiannis Karavias, Spyridon D. Symeonides and Elias Tzavalis
Sieves estimator of functional autoregressive process pp. 60-69 Downloads
Kamila Berhoune and Nawel Bensmain
Modulo 1 limit theorems for autoregressive random variables and their sums pp. 70-75 Downloads
Bruno Massé
On Stein’s unbiased risk estimate for reduced rank estimators pp. 76-82 Downloads
Niels Richard Hansen
Mutual intersection for rough differential systems driven by fractional Brownian motions pp. 83-91 Downloads
Cheng Ouyang, Yinghui Shi and Dongsheng Wu
American options under periodic exercise opportunities pp. 92-101 Downloads
José-Luis Pérez and Kazutoshi Yamazaki
Feasible blocked multi-factor designs of unequal block sizes pp. 102-109 Downloads
Xiaodi Wang, Xueping Chen and Yingshan Zhang
Optimal allocation of active redundancies in weighted k-out-of-n systems pp. 110-117 Downloads
Yiying Zhang
Constrained Cramér–Rao Lower Bound in Errors-In Variables (EIV) models: Revisited pp. 118-126 Downloads
A. Al-Sharadqah and K.C. Ho
A note on the monotone stochastic order for processes with independent increments pp. 127-131 Downloads
David Criens
Excessive measures for linear diffusions pp. 132-139 Downloads
Yuncong Shen and Jiangang Ying
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