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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.

168,695 papers · 148 categories

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count% of corpus
0111 · Sep 202119922001200920172026
2 results for “LMICs”
Estimating a new panel MSK dataset for comparative analyses of national absorptive capacity systems, economic growth, and development in low and middle income economiesecon.EM

New complete panel dataset for LMICs helps analyze innovation and development.

problem Lack of complete data for empirical analyses in LMICs.
method Predictive Mean Matching multiple imputation technique.
result Created a large dataset of 47 variables for 82 LMICs from 2005-2019.
LMICsNational Absorptive Capacity SystemsMultiple ImputationPredictive Mean MatchingInnovation
2021-09-12abs ↗pdf ↗
A Novel Framework for Analyzing Structural Transformation in Data-Constrained Economies Using Bayesian Modeling and Machine Learningstat.AP

Novel framework analyzes economic shifts in data-poor economies.

problem Data scarcity and unreliability in LMICs hinder accurate assessment of structural transformation.
method Bayesian hierarchical modeling, machine learning, data imputation, factor analysis.
result Framework predicts structural changes even with up to 60% missing data.
structural transformationdata-constrained economiesBayesian modelingmachine learningeconomic development
2024-09-25abs ↗pdf ↗