[net.math] Significant digits, errors, etc.

hes@ecsvax.UUCP (Henry Schaffer) (08/30/85)

  We have a clash of conventions here.  There is a convention that a
measurement should be reported in a format that also portrays the
possible degree of rounding.  If I measure and round to the nearest
meter I can report the measurement as 3. x 10^0 (where the decimal
point can be omitted.)  This is a measurement to 1 significant digit
in decimal arithmetic.  There is no trouble so far - but:

  1)Someone may read it as "3 meters" which then obscures the rounding
point, especially since one would not normally call it "3 meters" if
it was more than a centimeter off.  By the convention, a measurement
to the nearest centimeter would have been reported as 3.00 x 10^0
(where the   x 10^0    can be omitted.)  This problem is *just* a
misunderstanding of notation or conventions.

  2)The significant digits convention is a good guideline, but it
does not completely substitute for range arithmetic (or other more
complete error analysis.)  If we add four measurements of 3. meters
each, what is the total.  We only know the total to 1 significant
digit, and to 1 significant digit the total is 1. x 10^1.  However,
the true range of the total is [1.0 x 10^1, 1.4 x 10^1] and *not*
the [.5 x 10^1, 1.5 x 10^1] implicit in 1. x 10^1.  The problem here
is in trying to use a general (and useful) guideline as a detailed
solution to an error analysis problem.
   I have sometimes tried to extend the notion to fractional 
significant digits, e.g. "a floating point number has 6 1/3 digits
of significance", but there is no good way to represent this
notationally.  The usual convention does not do anything like this.

  3)Change of units or number bases.  What happens if I want to 
represent 3. x 10^0 meters in centimeters.  No problem, we retain 1
significant figure in the product  3. x 10^2 cm.  But what if we 
want it in inches.  Just multiply by 39.370, which is the conversion
factor.  There is no way to represent this with 1 significant digit
*and* to have it represent the original half meter rounding scheme
(unless we allow nonintegral powers of 10 - which, by convention,
isn't done.)
   Even though significant digit notation is not completely adequate
in this context, and understanding of the principle would stop
absurdities  like the following - which is often found in scientific
literature "a length of wood with a cross-section 5.08 cm x 10.16 cm
was used to ..."  Did they mean that the wood was planed very
accurately to the nearest hundreth of a cm?  I think they bought a
"two by four" at a lumberyard - and then used a 2.54 conversion
factor - on the nominal (not actual) measurement - and reported it
as an actual measurement.

  Back to the original interview.  Asking a question with no clue as
to the convention used in the notation is usually thought of as a
sophomoric trick.  It may be fun to discuss - but can you imagine
the response of the company if they ordered a "3 meter long" cable
and you delivered one 2.6 meters long, and claimed that you met
their spec?
--henry schaffer
(gee, this is almost long enough to go in net.philosophy)