STEM help / Calculation framework

10.3.33.5 S-Curve

An S-shaped curve, or logistic, is traditionally used to model the take-up of a service: slow growth at first, followed by a period of more rapid growth, before levelling off to a saturation value. The series is uniquely defined by the following:

Saturation

The asymptotic value of the series, as time either increases or decreases, according to the relative sizes of Value A and Value B.

Base period

A calibration period, before and at which the series is constant at zero, or the Saturation level, again according to the relative sizes of Value A and Value B.

Value A in Period A and Value B in Period B

Two specific reference points for the series. STEM fits an S-shaped curve through these two points to match the Saturation level and Base Period. If the first value is greater than the second, you can define a curve that starts at the Saturation level, and then falls, representing a declining Service.

Options

Birth & Death Periods which enable you to ‘switch’ the curve on and off (from zero).

The value in year n, Tn, is calculated as:

for n > c

where

s = Saturation

c = Base Period

a = a constant

b = a constant

and

Given the complexity of the formulae above, the Editor graph facility is particularly useful for previewing the interpretation of S-Curve parameters.

Displaying a graph of an S-Curve time-series input

 

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