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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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0111 · Jun 202019922001200920172026
2 results for “quantile-quantile-plots”
Ein neuer Ansatz zur Frequenzmodellierung im Versicherungswesen (A new Approach to frequency modeling in risk theory)q-fin.RM

A new method for modeling insurance claim frequencies using random proportions.

problem Inaccurate fitting of classical distributions to insurance claim frequency data.
method Modeling claim frequencies using random proportions of insurance contracts and applying goodness-of-fit tests.
result A new statistical approach for better modeling insurance claim frequencies.
frequency modelinginsurance risk theorygoodness-of-fitquantile-quantile-plotsrandom proportions
2023-08-23abs ↗pdf ↗
Quantile-Quantile Embedding for Distribution Transformation and Manifold Embedding with Ability to Choose the Embedding Distributionstat.ML

Proposes QQE for transforming and embedding data distributions.

problem Transforming and embedding data distributions for better representation or visualization.
method Quantile-Quantile Embedding (QQE) using quantile-quantile plot concept.
result QQE allows for better discrimination of classes in some cases.
Quantile-Quantile EmbeddingDistribution TransformationManifold EmbeddingData VisualizationClass Discrimination
2020-06-19abs ↗pdf ↗