4 ms·
Another alternative model besides linear would be quadratic (or another X^(1+epsilon) polynomial where epsilon is small). This would avoid the problem of negat
by jackpirate 6y ago
Another alternative model besides linear would be quadratic (or another X^(1+epsilon) polynomial where epsilon is small). This would avoid the problem of negative data and likely fit the data better than an exponential.
- sdenton4 6y agoBut why? I think the question is really about the growth of volume of connected, compromised devices. Growth curves are often sigmoid shaped, meaning, exponential until they're not. The exponential is often great for modeling growth trends up until the plateau, but it's hard to know when the corner will turn. Exponentials are also well motivated by differential equations... (Say, if you're modeling growth of IOT devices based on word of mouth.) Polynomials with degree 1+epsilon, less so.
- cutemonster 6y agoExactly. I wonder why some people seem to want other equations instead, how is that better