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
• Pattern-Aware Graph Neural Networks for Handling Missing Data#1241710SJSU ScholarWorks
• 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
• Dealing with missing data under joint modelling: application to HIV data#1068078SU+ Digital Repository
• Regression estimation for continuous-time functional data processes with missing at random response#1399437HAL (France)
• Bayesian Analysis for Longitudinal Binary and Ordinal Data with Missing Values Using Multivariate Probit Model#1198722Digital Commons @ Michigan Tech
• Missing Data Imputation under Manifold Hypothesis#1110285arXiv (OAI Expanded)
• Flow Matching with Missing Data#1327474arXiv (All)
• Missing Data Gap Imputation Methods in Electroencephalogram (EEG) Signals: A Systematic Scoping Review#205506Europe PMC
• Bayesian Analysis of Nominal Outcomes with Missing Values Using Multinomial and Multivariate Multinomial Probit Models#1232098Digital Commons @ Michigan Tech
• 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)
• Robust Graph Clustering Network for Multiple Missing Data#1105591arXiv (All)
• Handling Missing Data in Performance Portability Studies#1194392arXiv CS
• Handling Missing Data in Performance Portability Studies#1201618arXiv (All)
• Humanitarian data infrastructures for missing migrants: A multimodal and ethics-integrated framework.#342527NCBI PubMed Central
• Imputing Missing Data in Longitudinal Life-Logging Athlete Data#1534412arXiv (All)
• What QCA Cannot See: Identification Bounds for Configurational Solutions with Missing Set Memberships#1256781OSF
• Database Querying under Missing Values Governed by Missingness Mechanisms#2757arXiv CS
• Integrated Imputation-Classification for Supervised Learning with Missing Data#1199547arXiv (All)
• Marformer: A Transformer for Predicting Missing Data Distributions#1249803arXiv (All)
• Missing Victims, Hidden Crimes: Improving Estimates of Honor Killings Using Missing Data Imputation#1002166SocArXiv
• What QCA Cannot See: Identification Bounds for Configurational Solutions with Missing Set Memberships#1257180SocArXiv
• 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
• Adaptive confidence intervals with missing data#1064939arXiv (All)
• Global Synchronization for Multi-Source Data Integration under Blockwise Missing Patterns#1142436arXiv (All)
• Missing-Data-Induced Phase Transitions in Spectral Partial Least Squares#1198863arXiv (All)
• Recovering missing electronic health record mortality data with a machine learning-enhanced data linkage process.#13830NCBI PubMed Central
• Generalizing Identifiability Results in Causal Discovery from Complete Data to Missing Data Settings#1345034arXiv (All)