"Suppose we are seeking to determine a curve by observing  some of the
points on it. The practical man who looked only to immediate utility would
merely observe the points he required for some special object; these points
would be badly distributed on the curve, they would be crowded together in
certain parts and scace in others, so that it would be impossible to connect
them by a continuous line, and they would be useless for any other
applications, The scientist would proceed in a different manner. Since he
wishes to study the curve for itself, he will dsitribute the points to be
ovserved regularly, as as soon as he knows some of them, he will join them
by a regular line, and he will then  complete the curve.  But how is he to
accomplish this? If he has determined one extreme point on the curve, he
will not remain close to this extremity but will move to the other end,
after the two extremities, the central point is the most instructive, and so
on.

Thus when a rule has been established, we have first to look for the cases
in which the rule stands the best chance of being found in fault.  This is
one of many reasons for the interest in astronomical facts and of geological
ages. By making long excursions in space and time, we may find our ordinary
rules completely upset, and these great upsettings will give us a clearer
view and better comprehension of such small changes as may occur near us, in
the small corner of the world in which we are called to live and move. We
shall know this corner better for the journey we have taken into distant
lands where we had no concern. "

Poincare page 20 Science and Method



"I can not dwell further on this point, but these few words will suffice to
show that the scientist does not make a random selection of the facts to be
observed. He does not count lady-birds, as Tolstoy says, because the number
of these insects, interesting as they are, is subject to capricious
variations. He tries to condense a great deal of experience and a great deal
of thought into a small volumne, and that is why a little book on physics
contains so many past experiments, and a thousand times as many possible
ones, whose results are known in advance. "

Poincare, Science and Method, page 23.



Factorial designs allow for the organization of this great deal of
experience and thought, and they allow the anticipation of future
experiments, just as Piaget says that lattice structures do.  Concretistic
people are too concerned with immediate gratification to grasp the long term
impact of such abstraction. They do not take the long journeys into time and
space to fill out the lattice and the factorial and do not see the
exceptions that break the ignorant rules.   And futher more, Poicare says

Bill


"The scientist does not study nature because it is useful to do so. He
studies it because it is beautiful. If nature were not beautiful it would
not be worth knowing, and life would not be worth living.  I am not
speaking, of course, of that beauty which strikes the senses, of the beauty
of qualities and appearances. I am far from despising this, but it has
nothing to do with science. What I mean is that more itimate beauty which
comes from the harmonious order of its parts, and which a pure intelligence
can grasp. It is this that gives a body a skeleton, so to speak, to the
shimmering visions that flatter oursenses and withot this support the beauty
fo these fleeting dreams would be imperfect because it would be indefinite
and ever elusive. Intellectual beauty, on the contrary, is self-sufficing,
and it is for that the scientist condemns himself to long and painful
labours."

Boys, its time to get back to work. Now which part of CR do you not
understand?

Bill









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