Forecasting - Arkieva - Page 2

Category: Forecasting

Pyramid Forecasting Process

One of the many ways to improve the forecast is to forecast using a pyramid process, starting at the base, then forecasts the subsequent levels moving upwards. The objective of using the pyramid forecast process is to use the less detailed portions of the pyramid to improve the base level forecast of the pyramid.

Going Beyond Historical Data for Forecast Accuracy

Our focus in this blog series has been to establish forecast accuracy targets. In very general terms, the goal should be to add value to the business through the forecasting process. We have however focused on the forecast value add and using that to create a minimum acceptable forecast accuracy target in the previous blog. Now we will take that a step further and talk of ways of improving it.

How Forecastable is Your Data?

Having access to an accurate forecast is very beneficial for businesses. If used correctly, it can provide better margins, increase market shares, and many other positive results. At a more tactical level, it can help reduce the costs associated with meeting the customer demand and make the supply chain more efficient.

Time Series Forecasting Basics

In this blog we briefly cover some key insights for successful time series forecasting: (a) Profiling the Shape of the Curve is the first stage, and the first step is assessing if the time series is stationary. (b) The forecast method identified must capture the shape and be able to project the shape across time. (c) There are limits in historical and no amount of “fancy math” can overcome them.

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