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Time Series in Excel

How to Calculate Weighted MAPE in Excel

One of the most common metrics used to measure the forecasting accuracy of a model is MAPE, which stands for mean absolute percentage error. The formula to...

How to Find Weighted Moving Averages in Excel

A weighted moving average is a technique that can be used to smooth out time series data to reduce the “noise” in the data and more...

How to Perform Exponential Smoothing in Excel

Exponential smoothing is a technique for “smoothing” out time series data and is often used for short-term forecasting. The basic idea is that time series data...

How to Calculate Mean Squared Error (MSE) in Excel

One of the most common metrics used to measure the forecast accuracy of a model is MSE, which stands for mean squared error. It is...

How to Calculate Mean Absolute Percentage Error (MAPE) in Excel

One of the most common metrics used to measure the forecasting accuracy of a model is MAPE, which stands for mean absolute percentage error.  The formula...

How to Calculate Root Mean Square Error (RMSE) in Excel

In statistics, regression analysis is a technique we use to understand the relationship between a predictor variable, x, and a response variable, y.  When we...

How to Easily Calculate the Mean Absolute Deviation in Excel

The mean absolute deviation is a way to measure the dispersion for a set of data values. A low value for the mean absolute deviation is an...

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