missing-data

Documents about missing-data

• Missing Mechanisms Respectful Data Amputation (MMRDA) : A new strategy to realistically assess imputation techniques on tabular datasets with unknown missing data mechanisms#433276HAL (France)
• Identifying the best method to correct for missing data, a case of HIV/TB co-infection in Kenya#956445SU+ Digital Repository
• Handling Item-Level Missing Data in Linear Regression: A Tutorial#302429Scholar Commons
• Synthesizing Missing Data for Multimodal Models#929248ScholarlyCommons
• Quantitative Assessment of Interpolation Methods for Handling Missing Data in Long-Term Tropical Meteorological Time Series#320935SWU eJournals System
• Advances in missing data imputation over federated data networks#309736RUcore, Rutgers University Community Repository
• A Monte Carlo Study: The Impact of Missing Data in Cross-Classification Random Effects Models#492535ScholarWorks@GSU
• Trends In Missing Race And Ethnicity Data In A National Surgical Database#260914EliScholar
• Spatially Correlated Missing Data: A Comparative Study#359550WIReDSpace
• Flexible Multiple Imputation of Missing Data in Time-Structured Longitudinal Designs#323797OSF
• Assessing treatment effects in observational data with missing confounders: A comparative study of practical doubly-robust and traditional missing data methods#920798arXiv (OAI Expanded)
• Assessing treatment effects in observational data with missing confounders: A comparative study of practical doubly-robust and traditional missing data methods#925032arXiv (All)
• On the missing data layer and a potential solution#429470arXiv CS
• Missing Occupation, Missing Risk: Insights From COVID-19 Case Investigation Data in Busan, South Korea.#25902NCBI PubMed Central
• Missing Data Gap Imputation Methods in Electroencephalogram (EEG) Signals: A Systematic Scoping Review#205506Europe PMC
• Causal Effect Estimation With TMLE: Handling Missing Data and Near Violations of Positivity#202215Europe PMC
• Missing Food, Missing Data? A Critical Review of Global Food Losses and Food Waste Data#421630OpenAlex
• Knowledge Graphs as the Missing Data Layer for LLM-Based Industrial Asset Operations#229603arXiv CS
• Analysis of Linked Files: A Missing Data Perspective#160809arXiv (OAI)
• Handling Missing Data in Probabilistic Regression Trees#432533arXiv CS
• Diagnostic Tools in Missing Data and Causal Inference on Time Series#643747Harvard DASH
• Ihde’s Missing Sciences: Postphenomenology, Big Data, and the Human Sciences#771649PhilArchive
• On the Inherent Privacy Amplification of Missing Data#1014603arXiv (All)
• Humanitarian data infrastructures for missing migrants: A multimodal and ethics-integrated framework.#342527NCBI PubMed Central
• Database Querying under Missing Values Governed by Missingness Mechanisms#2757arXiv CS
• Missing Victims, Hidden Crimes: Improving Estimates of Honor Killings Using Missing Data Imputation#1002166SocArXiv
• Missingness-MDPs: Bridging the Theory of Missing Data and POMDPs#178931arXiv CS
• Geographies of missing data: Spatializing counterdata production against feminicide#239461MIT Open Scholarship
• EVALUATING IMPUTATION STRATEGIES FOR MISSING DATA IN NETWORK ANALYSIS:#304927ScholarBank@NUS
• Using auto associative neural networks for replacing missing sensor data#350907Iowa State University Digital Repository
• Recovering missing electronic health record mortality data with a machine learning-enhanced data linkage process.#13830NCBI PubMed Central
• Missing data practices in DHS-based child health research in sub-Saharan Africa: a methodological review of diarrhea and acute respiratory infection studies#676309Europe PMC
• Improving Data Sharing in Research with Contect-free Encoded Missing Data#272036Apollo
• Klasifikasi Compliance dan Clustering Risk Profiling Supplier pada Data Procurement#426520Bridge : Jurnal Publikasi Sistem Informasi dan Telekomunikasi
• A visual analytic method to investigate patterns and structures of missing data.#439296NCBI PubMed Central
• Missing Victims, Hidden Crimes: Improving Estimates of Honor Killings Using Missing Data Imputation#1001782OSF
• Exploring the Use of Multiple Imputation for Handling Missing Covariates in Meta-regression with Dependent Effect Sizes#215929OSF
• MambaGaze: Bidirectional Mamba with Explicit Missing Data Modeling for Cognitive Load Assessment from Eye-Gaze Tracking Data#216816arXiv CS
• Auto-Fill: Learning to Predict Missing Values Accurately with Specialist Language Models#394504arXiv CS
• Transportability of missing data models across study sites for research synthesis#422517Europe PMC
• vcfsim: flexible simulation of all-sites VCFs with missing data#485370Europe PMC
• One Pipeline, Many Transformers: Pattern-Specific Imputation Specialists for Tabular Missing Data#682503arXiv (OAI Expanded)
• One Pipeline, Many Transformers: Pattern-Specific Imputation Specialists for Tabular Missing Data#684278arXiv (All)
• Modeling Information Blackouts in Missing Not-At-Random Time Series Data#820319arXiv (All)
• Managing missing MUKEYs in the QSWAT+ SSURGO database#5628Europe PMC
• Variable Selection via Knockoffs in Missing Data Settings with Categorical Predictors#185359IRIS
• An Automated Graph Theory Framework for Reconstructing Missing Data in Stormwater Networks#278361Universität Innsbruck
• No Data Wasted: A Semi-supervised Generative Model for Incomplete Multi-view Data Integration with Missing Labels#821716arXiv (All)
• Managing High Missingness in Small Sample Longitudinal Sleep Data From Wearable Devices in Low-Resource Settings#451733DigitalCommons@Kennesaw State University
• Interpolation and Imputation Strategies for Missing Segments in Continuous Pressure-Flow Cerebral Bio-Signals: A Systematic Scoping Review#231306Europe PMC