From: Joel Neely Date: 2001-10-26T06:12:12+09:00 Subject: [ruby-talk:23352] Re: [OT] half below average Well, to nitpick**3 ... ;-) The Gaussian distribution is like the regression line, a model whose virtue lies in its simplicity and tractability more than its perfect accuracy. The Gaussian distribution is often "good enough" for practical purposes in the same sense that 22/7 (or its bigger cousin 355/113) is usually "good enough" as pi. Distributions that have a hard lower limit (e.g. zero) but no a priori upper limit often are "close to" Gaussian but not perfectly so... My suspicion is that far more people have zero skill in domain x than have twice the average skill level. Studies have shown that excellent programmers are often 10 or more times as effective as their lower-skilled counterparts, hence my assumption that the distribution is actually quite skewed. -jn- Avi Bryant wrote: > > On Fri, 26 Oct 2001, Joel Neely wrote: > > > But, unfortunately, not true. > > > > Half of all X are below the *median*, but not below the average > > unless there's a totally symmetric distribution, which rarely > > happens in nature. > > To nitpick the nitpick - things in nature often have a gaussian (normal) > distribution, which is indeed symmetric. Human height, etc, show a normal > distribution, and I don't see why programming skill wouldn't. > > IANAS (I am not a statistican), however. > > Cheers, > avi > > > For the collection of scores > > > > 50, 50, 50, 50, 50, 50, 50, 50, 50, 100 > > > > 90% are below average. > > > > -jn- > > > > brucedickey wrote: > > > > > > Good one. > > > > > > > From: Ned Konz > > > > > > > > Oddly enough, half of all programmers are below average... > > > > -- "This sentence contradicts itself -- no actually it doesn't." -- Doug Hofstadter joelneelyfedexcom