As a rule of thumb, I personally like to have 3 times more historical data relative to my forecast horizon (the distance into the future I want to forecast). However, this amount of data is not necessarily a hard stop when you use simpler forecasting methods such as ARIMA and exponential smoothing. The reason I …
time series
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Forecasting Projects
Below are links to some of my forecasting projects, most with code included. Exploratory Data Analysis of Time Series Building Basic Forecasting Models Forecasting Skiing Speed Video – link goes to my youtube channel Forecasting Brewing Supplies Video with my forecasting app – link goes to my youtube channel
Forecasting: Exploratory Data Analysis
Forecasting EDA James Young Summary This notebook demonstrates an example exploratory data analaysis that would be conducted at the start of a forecasting project, that is, after the data has been gathered, cleaned, and verified to be accurate. First, we want to learn what it is we are forecasting. We want to learn the dimensions …