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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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3 results for “USDA”

Big Data links from Climate to Commodity Production Forecasts and Risk Managementq-fin.GN

Models assess how USDA orange production forecasts impact FCOJ market decisions.

problem High volatility in FCOJ futures due to limited U.S. orange production.

method Developed models to assess the impact of USDA October orange production forecasts on FCOJ market participants.

result Probabilistic forecasts of USDA production forecast error can reduce FCOJ price volatility.

FOCJ USDA Orange Production Volatility Climate

2020-07-06abs ↗pdf ↗

USDA Forecasts: A meta-analysis studyecon.EM

The primary goal of this study is doing a meta-analysis research on two groups of published studies. First, the ones that focus on the evaluation of the United States Department of Agriculture (USDA) forecasts and second, the ones that evaluate the market reactions to the USDA forecasts. We investigate four questions. …

2018-01-19abs ↗pdf ↗

Crop Yield Prediction Integrating Genotype and Weather Variables Using Deep Learningcs.LG

Deep learning predicts crop yield integrating genotype and weather data.

problem Improving crop yield prediction for diverse climates.

method Long Short Term Memory - Recurrent Neural Network model with temporal attention mechanism.

result Deep learning models outperform traditional methods for yield prediction.

crop yield prediction deep learning genotype weather variables explainable models

2020-06-24abs ↗pdf ↗