Forecasting inflation

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  Resultados de la predicción de subyacente de INPC

Inspiration

We decided to do the Banorte Challenge

What it does

Predicts the INPC/inflation

How we built it

Jupyter SARIMAX using eXogenous variables such as TIIE, exchange rate, and consumer trust scikitlearn Pandas NumPy

Challenges we ran into

Deciding which eXogeneous variables to use and homogenize their frequencies

Accomplishments that we're proud of

Our results

What we learned

How to include eXogeneous variables in autoregressive models.

What's next for Forecasting inflation

A cool interface

Built With

• jupyter
• numpy
• pandas
• sarimax
• scikit-learn