4 мая 2022 г. · It has become increasingly common to use machine learning in combination with econometrics. I recommend reading Athey and Imbens (2017) as they ...

26 апр. 2024 г. · Machine learning is mostly focused on prediction, whereas classical econometrics tends to focus more on causal inference.

22 февр. 2019 г. · Econometrics is first and foremost about explaining data, ML is about predicting. In technical terms, econometrics is largely about the Beta Hats, while ML is ...

20 февр. 2024 г. · Recently machine learning and AI have been developing rapidly. Is it still reasonable for me to pursue bachelor in econometrics or I should ...

7 мар. 2020 г. · Yes. Econometrics is a specific domain that often only uses deterministic models, often in proprietary software like Stata. Data science is a generic term for ...

29 нояб. 2021 г. · machine learning does nothing for inference. for most/many economic models, econometrics does a better job of prediction than machine learning ...

20 мар. 2024 г. · I've heard that econometrics shares some similarities with the mathematical aspects of ML. However, I'm hesitant about switching my focus entirely to CS or EE.

1 апр. 2024 г. · His double machine learning framework, for example, is very straightforward and yet powerfully capable of analyzing data in the realm of High-dimensional data.

18 авг. 2019 г. · Pros and cons of econometrics and machine learning for forecasting purposes. Only concerned with out of sample forecasting accuracy in the experiment.

6 мар. 2024 г. · Learned about ridge and lasso regression (theory not hand on) in my last econometrics class. I am also proficient in time series, panel, cross ...