Applications

Authors and titles for recent submissions

• Thu, 21 May 2020
• Wed, 20 May 2020
• Tue, 19 May 2020
• Mon, 18 May 2020
• Fri, 15 May 2020

Thu, 21 May 2020

[1]  arXiv:2005.10237 [pdf, other]

Title: A Critical Assessment of Some Recent Work on COVID-19

Authors: Jörg Stoye

Subjects: Applications (stat.AP); Physics and Society (physics.soc-ph); Populations and Evolution (q-bio.PE)

[2]  arXiv:2005.10125 [pdf, other]

Title: Modelling Grocery Retail Topic Distributions: Evaluation, Interpretability and Stability

Authors: Mariflor Vega-Carrasco, Jason O'sullivan, Rosie Prior, Ioanna Manolopoulou, Mirco Musolesi

Comments: 20 pages, 9 figures

Subjects: Applications (stat.AP); Computation and Language (cs.CL); Methodology (stat.ME)

[3]  arXiv:2005.10123 [pdf, other]

Title: Scalable Bayesian inference for self-excitatory stochastic processes applied to big American gunfire data

Authors: Andrew J. Holbrook, Charles E. Loeffler, Seth R. Flaxman, Marc A. Suchard

Comments: Submitted to Statistics and Computing

Subjects: Applications (stat.AP)

[4]  arXiv:2005.10092 [pdf, other]

Title: Additive stacking for disaggregate electricity demand forecasting

Authors: Christian Capezza, Biagio Palumbo, Yannig Goude, Simon N. Wood, Matteo Fasiolo

Subjects: Applications (stat.AP); Methodology (stat.ME); Machine Learning (stat.ML)

[5]  arXiv:2005.10011 [pdf, other]

Title: Uncertainty representation for early phase clinical test evaluations: a case study

Authors: Sara Graziadio, Kevin J. Wilson

Comments: 22 pages, 7 figures, 4 tables

Subjects: Applications (stat.AP)

[6]  arXiv:2005.09981 [pdf]

Title: Balancing spatial and non-spatial variation in varying coefficient modeling: a remedy for spurious correlation

Authors: Daisuke Murakami, Daniel A. Griffith

Subjects: Applications (stat.AP)

[7]  arXiv:2005.09955 [pdf]

Title: A Route to School Informational Intervention for Air Pollution Exposure Reduction

Authors: Shiraz Ahmed, Muhammad Adnan, Davy Janssens, Geert Wets

Comments: Post-Print (Author accepted Version)

Journal-ref: Ahmed S., Adnan M., Janssens D., Wets G., (2020), A route to school informational intervention for air pollution exposure reduction, Sustianable Cities and Society, vol 53, 101965, DOI: 10.1016/j.scs.2019.101965

Subjects: Applications (stat.AP)

[8]  arXiv:2005.10173 (cross-list from stat.ME) [pdf, other]

Title: The hidden waves in the ECG uncovered: A multicomponent model for the Cardiac Rhythm

Authors: Cristina Rueda, Yolanda Larriba, Adrián Lamela

Subjects: Methodology (stat.ME); Signal Processing (eess.SP); Applications (stat.AP)

[9]  arXiv:2005.09780 (cross-list from stat.ME) [pdf, other]

Title: The Impact of Unmeasured Within- and Between-Cluster Confounding on the Bias of Effect Estimators from Fixed Effect, Mixed effect and Instrumental Variable Models

Authors: Yun Li, Yoonseok Lee, Friedrich K Port, Bruce M Robinson

Subjects: Methodology (stat.ME); Applications (stat.AP)

[10]  arXiv:2005.09738 (cross-list from stat.ME) [pdf, other]

Title: Matching methods for obtaining survival functions to estimate the effect of a time-dependent treatment

Authors: Yun Li, Douglas E. Schaubel, Kevin He

Subjects: Methodology (stat.ME); Applications (stat.AP)

[11]  arXiv:2005.09152 (cross-list from math.OC) [pdf, other]

Title: Lasso formulation of the shortest path problem

Authors: Anqi Dong, Amirhossein Taghvaei, Tryphon T. Georgiou

Comments: 17 pages

Subjects: Optimization and Control (math.OC); Statistics Theory (math.ST); Applications (stat.AP); Computation (stat.CO)

Wed, 20 May 2020

[12]  arXiv:2005.09616 [pdf]

Title: Group segmentation and heterogeneity in the choice of cooking fuels in post-earthquake Nepal

Authors: Ratna K. Shrestha, Raunak Shrestha

Subjects: Applications (stat.AP)

[13]  arXiv:2005.09210 [pdf, other]

Title: Scalable penalized spatiotemporal land-use regression for ground-level nitrogen dioxide

Authors: Kyle P Messier, Matthias Katzfuss

Subjects: Applications (stat.AP)

[14]  arXiv:2005.09130 [pdf, other]

Title: Is being the only child harmful to psychological health?: Evidence from an instrumental variable analysis of China's One-Child Policy

Authors: Shuxi Zeng, Fan Li, Peng Ding

Comments: 32 pages, 8 figures

Subjects: Applications (stat.AP); Econometrics (econ.EM)

[15]  arXiv:2005.09043 [pdf, ps, other]

Title: Optimal survival trees ensemble

Authors: Naz Gul, Nosheen Faiz, Dan Brawn, Rafal Kulakowski, Zardad Khan, Berthold Lausen

Comments: The paper is 24 pages long with 27 figures and 3 tables

Subjects: Applications (stat.AP); Machine Learning (stat.ML)

[16]  arXiv:2005.09024 [pdf, other]

Title: Distributed lag models to identify the cumulative effects of training and recovery in athletes using multivariate ordinal wellness data

Authors: Erin M. Schliep, Toryn L.J. Schafer, Matthew Hawkey

Subjects: Applications (stat.AP)

[17]  arXiv:2005.09018 [pdf, other]

Title: On the number of bins in a rank histogram

Authors: Claudio Heinrich

Subjects: Applications (stat.AP)

[18]  arXiv:2005.09396 (cross-list from stat.ME) [pdf, other]

Title: Mixture Models and Networks -- Overview of Stochastic Blockmodelling

Authors: Giacomo De Nicola, Benjamin Sischka, Göran Kauermann

Comments: 23 pages, 5 figures

Subjects: Methodology (stat.ME); Applications (stat.AP)

[19]  arXiv:2005.09381 (cross-list from cs.DL) [pdf]

Title: Open Access effect on uncitedness: A large-scale study controlling by discipline, source type and visibility

Authors: Pablo Dorta-González, Rafael Suárez-Vega, María Isabel Dorta-González

Comments: 33 pages, 10 figures, 2 tables

Subjects: Digital Libraries (cs.DL); Applications (stat.AP)

[20]  arXiv:2005.09365 (cross-list from stat.ME) [pdf, other]

Title: Inference about complex relationships using peak height data from DNA mixtures

Authors: Peter J. Green, Julia Mortera

Comments: 29 pages, 12 figures, 17 tables

Subjects: Methodology (stat.ME); Applications (stat.AP)

[21]  arXiv:2005.09145 (cross-list from math.ST) [pdf, other]

Title: Bootstrap prediction intervals with asymptotic conditional validity and unconditional guarantees

Authors: Yunyi Zhang, Dimitris N. Politis

Comments: 32 pages and 3 figures

Subjects: Statistics Theory (math.ST); Applications (stat.AP)

Tue, 19 May 2020 (showing first 4 of 14 entries)

[22]  arXiv:2005.08837 [pdf, other]

Title: When to Lift the Lockdown? Global COVID-19 Scenario Planning and Policy Effects using Compartmental Gaussian Processes

Authors: Zhaozhi Qian, Ahmed M. Alaa, Mihaela van der Schaar

Subjects: Applications (stat.AP); Machine Learning (cs.LG); Physics and Society (physics.soc-ph)

[23]  arXiv:2005.08652 [pdf, other]

Title: Space-time Performance Comparison of Wind Turbines on a Wind Farm

Authors: Yu Ding, Nitesh Kumar, Abhinav Prakash, Adaiyibo E. Kio, Xin Liu, Lei Liu, Qingchang Li

Comments: 28 pages, 9 figures

Subjects: Applications (stat.AP)

[24]  arXiv:2005.08005 [pdf, other]

Title: Forecasting electricity prices with machine learning: Predictor sensitivity

Authors: Christof Naumzik, Stefan Feuerriegel

Subjects: Applications (stat.AP)

[25]  arXiv:2005.07882 [pdf, other]

Title: Curating a COVID-19 data repository and forecasting county-level death counts in the United States

Authors: Nick Altieri, Rebecca L. Barter, James Duncan, Raaz Dwivedi, Karl Kumbier, Xiao Li, Robert Netzorg, Briton Park, Chandan Singh, Yan Shuo Tan, Tiffany Tang, Yu Wang, Bin Yu

Comments: 25 pages, 8 Figures, Authors ordered alphabetically. All authors contributed significantly to this work. All collected data, modeling code, forecasts, and visualizations are updated daily and available at \url{this https URL}

Subjects: Applications (stat.AP); Machine Learning (cs.LG)

• Thu, 21 May 2020
• Wed, 20 May 2020
• Tue, 19 May 2020
• Mon, 18 May 2020
• Fri, 15 May 2020