Missing Data Imputation in the Context of Propensity Score Analysis: A Systematic Review
Fuente:
arXiv
Guardado en:
| Autores principales: | Garayemi, Saghar, Khoei, Reza Ali Akbari, Friedrich, Sarah |
|---|---|
| Formato: | Preprint |
| Publicado: |
2025
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Comparison of Parametric versus Machine-learning Multiple Imputation in Clinical Trials with Missing Continuous Outcomes
por: Tackney, Mia S., et al.
Publicado: (2025)
por: Tackney, Mia S., et al.
Publicado: (2025)
A Systematic Literature Review of Undergraduate Data Science Education Research
por: Dogucu, Mine, et al.
Publicado: (2024)
por: Dogucu, Mine, et al.
Publicado: (2024)
Efficacy Analysis in Clinical Trials: A Comprehensive Review of Statistical and Machine Learning Approaches
por: Ghosh, Dhrubajyoti, et al.
Publicado: (2025)
por: Ghosh, Dhrubajyoti, et al.
Publicado: (2025)
Developing Consistency Among Undergraduate Graders Scoring Open-Ended Statistics Tasks
por: Beckman, Matthew D., et al.
Publicado: (2024)
por: Beckman, Matthew D., et al.
Publicado: (2024)
Invited Discussion of "Model Uncertainty and Missing Data: An Objective Bayesian Perspective" by Gonzalo García-Donato , María Eugenia Castellanos , Stefano Cabras Alicia Quirós , and Anabel Forte
por: Clyde, Merlise A
Publicado: (2025)
por: Clyde, Merlise A
Publicado: (2025)
Score Matching Riemannian Diffusion Means
por: Rygaard, Frederik Möbius, et al.
Publicado: (2025)
por: Rygaard, Frederik Möbius, et al.
Publicado: (2025)
Beyond Reproducible Research: Building a Formal Representation of a Data Analysis
por: Peng, Roger D.
Publicado: (2026)
por: Peng, Roger D.
Publicado: (2026)
The Design and Implementation of a Bayesian Data Analysis Lesson for Pre-Service Mathematics and Science Teachers
por: Dogucu, Mine, et al.
Publicado: (2023)
por: Dogucu, Mine, et al.
Publicado: (2023)
A Mathematical Lens for Teaching Data Science
por: Hardin, Johanna
Publicado: (2025)
por: Hardin, Johanna
Publicado: (2025)
Data Jamboree: A Party of Open-Source Software Solving Real-World Data Science Problems
por: McGowan, Lucy D'Agostino, et al.
Publicado: (2025)
por: McGowan, Lucy D'Agostino, et al.
Publicado: (2025)
The Future of Data Science Education
por: Wright, Brian, et al.
Publicado: (2024)
por: Wright, Brian, et al.
Publicado: (2024)
Near-Peer Mentoring in Data Science: A Plot for Mutual Growth
por: Sabatti, Chiara, et al.
Publicado: (2022)
por: Sabatti, Chiara, et al.
Publicado: (2022)
A Comparative Analysis of Multi-Criteria Decision-Making (MCDM) Methods
por: Hien, Nguyen Thi Thu, et al.
Publicado: (2025)
por: Hien, Nguyen Thi Thu, et al.
Publicado: (2025)
A Review and Classification of Model Uncertainty
por: Cui, Guangyuan, et al.
Publicado: (2025)
por: Cui, Guangyuan, et al.
Publicado: (2025)
A Bayesian Reinterpretation of Cornfield-Type Sensitivity Analysis: From Thresholds to Probabilities
por: Costa, Tommaso
Publicado: (2026)
por: Costa, Tommaso
Publicado: (2026)
A Framework for Generating Realistic Synthetic Tabular Data in a Randomized Controlled Trial Setting
por: Petrakos, Niki Z., et al.
Publicado: (2025)
por: Petrakos, Niki Z., et al.
Publicado: (2025)
Philosophy within Data Science Ethics Courses
por: Colando, Sara, et al.
Publicado: (2023)
por: Colando, Sara, et al.
Publicado: (2023)
An Investigation into Distance Measures in Cluster Analysis
por: Shapcott, Zoe
Publicado: (2024)
por: Shapcott, Zoe
Publicado: (2024)
Guidelines and Best Practices to Share Deidentified Data and Code
por: Horton, Nicholas J., et al.
Publicado: (2024)
por: Horton, Nicholas J., et al.
Publicado: (2024)
Parental Imprints On Birth Weight: A Data-Driven Model For Neonatal Prediction In Low Resource Prenatal Care
por: Mistri, Rajeshwari, et al.
Publicado: (2025)
por: Mistri, Rajeshwari, et al.
Publicado: (2025)
Grid Transmission Evaluation for Solar Deployment and Data Center Growth
por: Sheth, Kajal, et al.
Publicado: (2025)
por: Sheth, Kajal, et al.
Publicado: (2025)
Impacts of Data Splitting Strategies on Parameterized Link Prediction Algorithms
por: Jiao, Xinshan, et al.
Publicado: (2025)
por: Jiao, Xinshan, et al.
Publicado: (2025)
Understanding Pedagogical Content Knowledge of Data Science Instructors: An Inaugural Framework
por: Demirci, Sinem, et al.
Publicado: (2025)
por: Demirci, Sinem, et al.
Publicado: (2025)
Framework for Accessible and Inclusive Teaching Materials for Statistics and Data Science Courses
por: Dogucu, Mine, et al.
Publicado: (2021)
por: Dogucu, Mine, et al.
Publicado: (2021)
Are Betting Markets Better than Polling in Predicting Political Elections?
por: Cutting, Laurie E., et al.
Publicado: (2025)
por: Cutting, Laurie E., et al.
Publicado: (2025)
Perceptions and Utilization of GenAI Tools among Data Science Students and Faculty
por: Hasan, Abeer M., et al.
Publicado: (2026)
por: Hasan, Abeer M., et al.
Publicado: (2026)
Making Uncertainty Visible: Multiverse Analysis for Robust Computational Social Science
por: Linde, Maximilian, et al.
Publicado: (2026)
por: Linde, Maximilian, et al.
Publicado: (2026)
Adaptive Subspace Signal Detection and Performance Analysis in Nonzero-Mean Clutter
por: Liu, Weijian, et al.
Publicado: (2026)
por: Liu, Weijian, et al.
Publicado: (2026)
Incorporating Missingness in a Framework for Generating Realistic Synthetic Randomized Controlled Trial Data
por: Petrakos, Niki Z., et al.
Publicado: (2025)
por: Petrakos, Niki Z., et al.
Publicado: (2025)
Guidelines for the Creation of Analysis Ready Data
por: Phillips, Harriette, et al.
Publicado: (2024)
por: Phillips, Harriette, et al.
Publicado: (2024)
Win Probabilities, Hand Sizes, and Game Duration Analysis in the Bhikar-Sawkar Card Game
por: Durve, Mihir
Publicado: (2025)
por: Durve, Mihir
Publicado: (2025)
A Real Data-Driven, Robust Survival Analysis on Patients who Underwent Deep Brain Stimulation for Parkinson's Disease by Utilizing Parametric, Non-Parametric, and Semi-Parametric Approaches
por: Iluppangama, Malinda, et al.
Publicado: (2025)
por: Iluppangama, Malinda, et al.
Publicado: (2025)
Asia Cup 2025: A Structured T20 Match-Level Dataset and Exploratory Analysis for Cricket Analytics
por: Raza, Kousar, et al.
Publicado: (2025)
por: Raza, Kousar, et al.
Publicado: (2025)
Functional Data Representation with Merge Trees
por: Pegoraro, Matteo, et al.
Publicado: (2021)
por: Pegoraro, Matteo, et al.
Publicado: (2021)
Generative AI for Data Science 101: Coding Without Learning To Code
por: Bien, Jacob, et al.
Publicado: (2024)
por: Bien, Jacob, et al.
Publicado: (2024)
Censored Data Forecasting: Applying Tobit Exponential Smoothing with Time Aggregation
por: Pedregal, Diego J., et al.
Publicado: (2024)
por: Pedregal, Diego J., et al.
Publicado: (2024)
A Conversation with Mike West
por: Lopes, Hedibert F., et al.
Publicado: (2025)
por: Lopes, Hedibert F., et al.
Publicado: (2025)
A Bureaucratic Theory of Statistics
por: Recht, Benjamin
Publicado: (2025)
por: Recht, Benjamin
Publicado: (2025)
Towards a Unified Framework for Statistical and Mathematical Modeling
por: Zivich, Paul N
Publicado: (2025)
por: Zivich, Paul N
Publicado: (2025)
How causal perspectives can inform neuroscience data analysis
por: Bridgeford, Eric W., et al.
Publicado: (2025)
por: Bridgeford, Eric W., et al.
Publicado: (2025)
Ejemplares similares
-
Comparison of Parametric versus Machine-learning Multiple Imputation in Clinical Trials with Missing Continuous Outcomes
por: Tackney, Mia S., et al.
Publicado: (2025) -
A Systematic Literature Review of Undergraduate Data Science Education Research
por: Dogucu, Mine, et al.
Publicado: (2024) -
Efficacy Analysis in Clinical Trials: A Comprehensive Review of Statistical and Machine Learning Approaches
por: Ghosh, Dhrubajyoti, et al.
Publicado: (2025) -
Developing Consistency Among Undergraduate Graders Scoring Open-Ended Statistics Tasks
por: Beckman, Matthew D., et al.
Publicado: (2024) -
Invited Discussion of "Model Uncertainty and Missing Data: An Objective Bayesian Perspective" by Gonzalo García-Donato , María Eugenia Castellanos , Stefano Cabras Alicia Quirós , and Anabel Forte
por: Clyde, Merlise A
Publicado: (2025)