On Friday, weather.com reported that the chance of rain on this coming Saturday — a day of no small importance to me — is 0%. <\/p>\n
Now that’s a bold statement, of course, but a reasonable interpretation of it is: “There is no way it is going to rain on Saturday”. <\/p>\n
When I checked the weather again today, weather.com now reports a 20% chance of precipitation. <\/p>\n
How is this possible? My not unreasonable interpretation of the precipitation chance number N on day D is: “There is an N percent chance that it will rain on day D: given the initial conditions present today, if day D were to occur 100 times, it would rain on N of the times.” <\/p>\n
By this logic, 0% and 100% are very dangerous numbers. If a percent ever<\/em> falls to 0% on a given day in advance of D, it can never <\/em>leave 0% on subsequent days before D. Same with 100%. There is no occurrence that could induce a change. (Assuming arbitrary precision, which we’ll discuss later.) <\/p>\n I think what weather.com really means is: “Given what we know now, there’s an N% chance of rain on day D. But we may know more later.” <\/p>\n Also reasonable, but a really irritating interpretation for those of us who just want to know what the weather will be like. We don’t want to have to worry about what weather.com does or doesn’t know. And I think weather.com could account for this uncertainty by an empirical analysis of past 0% and 100% claims. How often did they have to change that number before day D? Add in a little factor that accounts for this uncertainty. <\/p>\n I don’t know enough about weather prediction to make any better suggestion at the moment. Also, I suspect that their desire to not appear overly precise, manifested in their use of only a single digit of precision in their percentages, is a real problem here. Anything under 5% might appear as 0%. <\/p>\n So that\u00e2\u20ac\u2122s another good excuse. But the fact of the matter is that when I see 0%, I want to be able to plan my beach party with confidence. Don\u00e2\u20ac\u2122t destroy my confidence, weather.com.<\/p>\n","protected":false},"excerpt":{"rendered":" On Friday, weather.com reported that the chance of rain on this coming Saturday — a day of no small importance to me — is 0%. Now that’s a bold statement, of course, but a reasonable interpretation of it is: “There … Continue reading