Concepedia

Forecasting credit ratings of decarbonized firms: Comparative assessment of machine learning models

Baojun Yu, Changming Li, Nawazish Mirza, Muhammad Umar

Technological Forecasting and Social Change · 2021 · 134 citations · 57 references

DOI

Concepts

References

57

Machine Learning: An Applied Econometric Approach

Sendhil Mullainathan, Jann Spiess · The Journal of Economic Perspectives · 2017 · 1.9K citations · Full text

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Big Data: New Tricks for Econometrics

Hal R. Varian · The Journal of Economic Perspectives · 2014 · 1.5K citations · Full text

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Principal component analysis

Jake Lever, Martin Krzywinski, Naomi Altman · Nature Methods · 2017 · 1.4K citations

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Machine Learning Methods That Economists Should Know About

Susan Athey, Guido W. Imbens · Annual Review of Economics · 2019 · 1K citations

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Machine learning models and bankruptcy prediction

Flávio Barboza, Herbert Kimura, Edward I. Altman · Expert Systems with Applications · 2017 · 892 citations

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