Methodology

Authors and titles for recent submissions

• Thu, 30 Apr 2020
• Wed, 29 Apr 2020
• Tue, 28 Apr 2020
• Mon, 27 Apr 2020
• Fri, 24 Apr 2020

Thu, 30 Apr 2020

Error with 2004.14108

[2]  arXiv:2004.14066 [pdf, ps, other]

Title: Framework for the Treatment And Reporting of Missing data in Observational Studies: The TARMOS framework

Authors: Katherine J Lee, Kate Tilling, Rosie P Cornish, Roderick JA Little, Melanie L Bell, Els Goetghebeur, Joseph W Hogan, James R Carpenter (for the STRATOS initiative)

Comments: 37 pages, including 3 Figures, 1 table and supplementary material

Subjects: Methodology (stat.ME)

Error with 2004.14009

Error with 2004.13991

Error with 2004.13967

[6]  arXiv:2004.13963 [pdf, other]

Title: Optimal Study Design for Reducing Variances of Coefficient Estimators in Change-Point Models

Authors: Li Xing, Xuekui Zhang, Ardo van den Hout, Scott Hofer, Graciela Muniz Terrera

Comments: 5 figures

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

Error with 2004.13962

[8]  arXiv:2004.13914 [pdf, ps, other]

Title: A generalized information criterion for high-dimensional PCA rank selection

Authors: Hung Hung, Su-Yun Huang, Ching-Kang Ing

Comments: 1 figure

Subjects: Methodology (stat.ME)

Error with 2004.13892

Error with 2004.13880

Error with 2004.13775

Wed, 29 Apr 2020

[12]  arXiv:2004.13611 [pdf, ps, other]

Title: Survival Analysis Using a 5-Step Stratified Testing and Amalgamation Routine in Randomized Clinical Trials

Authors: Devan V. Mehrotra, Rachel Marceau West

Comments: 40 pages; 9 figures, 2 tables

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

[13]  arXiv:2004.13464 [pdf]

Title: A two-stage prediction model for heterogeneous effects of many treatment options: application to drugs for Multiple Sclerosis

Authors: Konstantina Chalkou, Ewout Steyerberg, Matthias Egger, Andrea Manca, Fabio Pellegrini, Georgia Salanti

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

Error with 2004.13459

[15]  arXiv:2004.13446 [pdf, ps, other]

Title: MultiMBNN: Matched and Balanced Causal Inference with Neural Networks

Authors: Ankit Sharma, Garima Gupta, Ranjitha Prasad, Arnab Chatterjee, Lovekesh Vig, Gautam Shroff

Comments: 6 journal pages; to be published in ESANN 2020

Subjects: Methodology (stat.ME); Machine Learning (cs.LG); Multiagent Systems (cs.MA)

[16]  arXiv:2004.13118 [pdf, other]

Title: Using reference models in variable selection

Authors: Federico Pavone, Juho Piironen, Paul-Christian Bürkner, Aki Vehtari

Subjects: Methodology (stat.ME); Computation (stat.CO)

[17]  arXiv:2004.13105 [pdf, other]

Title: A Bayesian approach to regional decadal predictability: Sparse parameter estimation in high-dimensional linear inverse models of high-latitude sea surface temperature variability

Authors: Dallas Foster, Darin Comeau, Nathan M. Urban

Comments: This work has been accepted to the Journal of Climate. The AMS does not guarantee that the copy provided here is an accurate copy of the final published work

Subjects: Methodology (stat.ME); Atmospheric and Oceanic Physics (physics.ao-ph); Data Analysis, Statistics and Probability (physics.data-an)

[18]  arXiv:2004.13689 (cross-list from stat.AP) [pdf, other]

Title: A Bayesian binomial regression model with latent Gaussian processes for modelling DNA methylation

Authors: Aliaksandr Hubin, Geir O Storvik, Paul E Grini, Melinka A Butenko

Comments: 10 pages, 3 tables, 3 figures

Journal-ref: Austrian Journal of Statistics, 2020, 49(4), 46-56

Subjects: Applications (stat.AP); Genomics (q-bio.GN); Quantitative Methods (q-bio.QM); Methodology (stat.ME)

[19]  arXiv:2004.13556 (cross-list from eess.SP) [pdf, other]

Title: Neural Network and Particle Filtering: A Hybrid Framework for Crack Propagation Prediction

Authors: Seyed Fouad Karimian, Ramin Moradi, Sergio Cofre-Martel, Katrina M. Groth, Mohammad Modarres

Comments: 10 Pages, 9 figures, Accepted for publication in proceedings of Structural Health Monitoring & NonDestructive Testing (SHM-NDT) 2020

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

Error with 2004.13151

[21]  arXiv:2004.10181 (cross-list from stat.ML) [pdf, other]

Title: Knowing what you know: valid confidence sets in multiclass and multilabel prediction

Authors: Maxime Cauchois, Suyash Gupta, John Duchi

Subjects: Machine Learning (stat.ML); Machine Learning (cs.LG); Methodology (stat.ME)

Tue, 28 Apr 2020 (showing first 4 of 21 entries)

[22]  arXiv:2004.12972 [pdf, other]

Title: Incorporating historical information to improve phase I clinical trial designs

Authors: Yanhong Zhou, J.Jack Lee, Shunguang Wang, Stuart Bailey, Ying Yuan

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

[23]  arXiv:2004.12755 [pdf, other]

Title: Retrospective analysis of a fatal dose-finding trial

Authors: David C. Norris

Comments: 5 pages, 4 figures, 3 tables, 19 references with added DOI hyperlinks

Subjects: Methodology (stat.ME); Quantitative Methods (q-bio.QM); Applications (stat.AP)

Error with 2004.12737

[25]  arXiv:2004.12588 [pdf, other]

Title: Efficient Quantile Tracking Using an Oracle

Authors: Hugo L. Hammer, Anis Yazidi, Michael A. Riegler, Håvard Rue

Subjects: Methodology (stat.ME); Computation (stat.CO); Machine Learning (stat.ML)

• Thu, 30 Apr 2020
• Wed, 29 Apr 2020
• Tue, 28 Apr 2020
• Mon, 27 Apr 2020
• Fri, 24 Apr 2020