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Introduction to Python for Econometrics, Statistics and ...

Introduction to Python forEconometrics, Statistics and Data Analysis3rd Edition, 1st RevisionKevin SheppardUniversity of OxfordMonday 9thSeptember, 20192- 2019 Kevin SheppardChanges since the Third Edition Verified that all code and examples work correctly against 2019 versions of modules. The notablepackages and their versions are: Python (Preferred version) NumPy: SciPy: pandas: matplotlib: Python support has been officially dropped, although most examples continue to work with not Python in 2019 for numerical code. Small typo fixes, thanks to Marton Huebler. Fixed direct download of FRED data due to API changes, thanks to Jesper Termansen.

• Verified all code working on current versions of core libraries using Python 3.5. • pandas – Updated syntax of pandas functions such as resample. – Added pandas Categorical. – Expanded coverage of pandas groupby. – Expanded coverage of date and time data types and functions.

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