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arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

168,742 papers · 148 categories

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0111 · Jun 202419922001200920172026
1 result for “FIML”
Evaluation of Missing Data Analytical Techniques in Longitudinal Research: Traditional and Machine Learning Approachesstat.AP

Study compares traditional and machine learning methods for handling missing data in longitudinal studies.

problem Handling missing Not at Random (MNAR) and nonnormal data in longitudinal research.
method Monte Carlo simulations to assess six missing data techniques.
result FIML is most effective for MNAR data, while TSRE excels for MAR data.
missing datalongitudinal researchmachine learningMonte Carlo simulationsFIML
2024-06-19abs ↗pdf ↗