is the product of the linear term and the decaying exponential . Its domain is all real numbers and it passes through the origin ; it is positive for and negative for .
The factor tries to grow with , while tries to push the value toward . The result of this tug-of-war is the characteristic shape that rises to a hump and then approaches .
By the product rule, the derivative is as follows.
Since , the sign is governed by : the function increases for and decreases for . It therefore has a maximum at , of value .
As the exponential decay beats the linear growth, so the function approaches and the -axis is a horizontal asymptote. As , with and , it diverges to . The second derivative changes sign at , which is therefore an inflection point.
| Meaning | ||
|---|---|---|
| the origin | ||
| maximum | ||
| inflection point | ||
| the tail |
Past the hump the curve tapers gently toward .
The curve is not symmetric: the left side of the hump rises abruptly from the origin, while the right side trails off in a long tail. The area under the part with is as follows.
This is the value of the gamma function, and it shows that normalizes neatly into a probability density.
This is the simplest example, the case , of the form , and it shares its skeleton with the probability densities of the gamma and Erlang distributions. It is widely used to model phenomena in which a growing factor competes with a decaying one, as in queueing theory, signal processing and chains of radioactive decay.