Innovative approaches to assess model accuracy in specific groups.
Jon A. Steingrimsson, Lan Wen, Sarah Voter
― 6 min read
Statistics - Methodology
RSSExploration of new methods in PCA for high-dimensional data analysis.
Long Feng
― 5 min read
A two-stage method for accurate treatment effect estimation when participants don’t comply.
Zhen Zhong, Per Johansson, Junni L. Zhang
― 6 min read
A new method improves accuracy in cancer biomarker measurements.
Aijun Yang, Phineas T. Hamilton, Brad H. Nelson
― 6 min read
This paper evaluates the Chi-square test's effectiveness in analyzing categorical data.
Qingyang Zhang
― 5 min read
Introducing grid point approximation for handling large datasets effectively.
Yuan Gao, Rui Pan, Feng Li
― 7 min read
New adaptive detection algorithms improve target identification in complex environments.
Daipeng Xiao, Weijian Liu, Jun Liu
― 5 min read
A new method improves estimation of population characteristics using mixed sampling data.
Jeremy Flood, Sayed Mostafa
― 5 min read
A new approach to effectively classify tensor data in various fields.
Elynn Chen, Yuefeng Han, Jiayu Li
― 6 min read
New methods enhance efficiency in testing causal models with hidden variables.
Hyunchai Jeong, Adiba Ejaz, Jin Tian
― 7 min read
Research highlights the importance of analyzing changing treatment effects over time in SW-CRTs.
Kenneth M. Lee, Elizabeth L. Turner, Avi Kenny
― 5 min read
A method to identify data changes across sensors with minimal false alarms.
Tingnan Gong, Alon Kipnis, Yao Xie
― 5 min read
A novel approach improves estimates of how COVID-19 spreads.
Barbara Pascal, Samuel Vaiter
― 6 min read
A look at how price influences electricity demand using advanced estimation techniques.
Silvana Tiedemann, Jorge Sanchez Canales, Felix Schur
― 6 min read
A new method improves analysis of complex datasets by focusing on relevant variables.
Anwesha Chakravarti, Naveen N. Narishetty, Feng Liang
― 6 min read
A look into methods for better survival estimates in patients with serious conditions.
Anastasios Apsemidis, Nikolaos Demiris
― 6 min read
New methods improve the accuracy of estimating conditional densities in complex data.
Antoine Faul, David Ginsbourger, Ben Spycher
― 6 min read
A deep dive into causal effects estimation through weights and learned representations.
Oscar Clivio, Avi Feller, Chris Holmes
― 9 min read
Researchers develop an efficient way to study species interactions with environmental factors.
Lorenzo Mauri, David B. Dunson
― 5 min read
A look into sensitivity bias and its impact on research accuracy.
Sophia Hatz, David Randahl
― 5 min read
A novel approach to analyze heavy-tailed data using robust max statistics.
Mingshuo Liu, Miles E. Lopes
― 5 min read
This study examines data-driven methods to forecast rice production in Peru.
Rita Rocio Guzman-Lopez, Luis Huamanchumo, Kevin Fernandez
― 5 min read
Learn how the Proxy Pattern-Mixture Model addresses missing survey data.
Seth Adarkwah Yiadom, Rebecca Andridge
― 5 min read
Using weighted likelihood to enhance understanding of killer whale foraging.
Evan Sidrow, Nancy Heckman, Tess M. McRae
― 5 min read
A deeper look at ICS for effective data analysis across multiple groups.
Colombe Becquart, Aurore Archimbaud, Anne Ruiz-Gazen
― 7 min read
A new method enhances classification of high-dimensional time-series data using functional analysis.
Fabrizio Maturo, Annamaria Porreca
― 7 min read
Introducing a flexible method to estimate causal effects over time using advanced techniques.
Axel Martin, Michele Santacatterina, Iván Díaz
― 6 min read
New models improve analysis of count data with zeros and extreme values.
Touqeer Ahmad, Irshad Ahmad Arshad
― 6 min read
A guide to functional boxplots for visualizing complex data.
Stanislav Nagy, Tomáš Mrkvička, Antonio Elías
― 5 min read
This article examines missingness issues in simulation studies and offers practical solutions.
Samuel Pawel, František Bartoš, Björn S. Siepe
― 5 min read
A deep dive into managing extreme losses in finance.
Anna Kiriliouk, Chen Zhou
― 7 min read
A method combining LRT and subspace projection enhances weak signal detection.
Cornelius A. H. Pahalson, Louise H. Crockett, Stephan Weiss
― 5 min read
A framework that balances causal analysis and individual privacy.
Payel Bhattacharjee, Ravi Tandon
― 6 min read
Examining how teacher relationships impact job satisfaction and school climate.
Selena Wang, Plamena Powla, Tracy Sweet
― 5 min read
A novel approach to identify patient-specific treatment effectiveness.
Na Bo, Ying Ding
― 4 min read
A method that improves prediction accuracy across diverse groups.
Yao Zhang, Emmanuel J. Candès
― 7 min read
This article discusses methods for solving Fredholm integral equations of the second kind.
Francesca R. Crucinio, Adam M. Johansen
― 4 min read
A new way to express uncertainty in predictions using Conformal Prediction and Kriging methods.
Anna De Magistris, Andrea Diana, Elvira Romano
― 5 min read
Anime descriptions play a crucial role in forming fan communities.
Juan Sosa, Alejandro Urrego-Lopez, Cesar Prieto
― 5 min read
A look at how variance estimation affects treatment effectiveness in experiments.
Jonas M. Mikhaeil, Donald P. Green
― 6 min read