Economic Data Analysis: USA 📈 In this blog post we will analyze the data corresponding to week 9 of 2021 from TidyTuesday where we see the median weekly wages and the number of people employed by gender, race and age over time (specifically the period 2010-2020 is analyzed).
Modeltime 📈 and Global Models 🌏 Modeltime is a time-series focused package that has decided to focus on global models as the main strategy to meet the new scalability challenges that have been emerging in recent years.
Introduction In this blog post we are going to see how to tune the hyperparameters associated to the boostime package. For this purpose, we will focus on the famous M4 dataset contained in the timetk package.
⚠️ Warning: This post is a replica of the post Fitting Bayesian structural time series with the bsts R package written by Steven L.
What is Boostime? Boostime is an R package that arises to apply certain methods on the residuals of a model to try to increase the accuracy.