Physics
Science
and
Statistics
Introduction
Statistics
is the mathematics of collecting and analyzing data.
Statistical analysis allows scientists, engineers, psychologists,
and other researchers to analyze and interpret their data objectively
and therefore determine the reliability of the data collected.
This allows a researcher to decide if an experiment should
be repeated or changed, or if a whole new approach should be taken
with modifications to a theory. Statistics
also allows for the analysis of reliability in industrial equipment.
Statistical
Terms
mean
-
the average of all data collected.
median
- the middle measurement in a set of data.
mode
- the most frequently occurring measurement.
range
- the difference between the highest and lowest measurement.
dispersion
- a measure of "clustering@
of data points around the center.
1.
Mean deviation is the average deviation from the
mean. It is a weak indicator of dispersion
and is seldom used in statistics. It
can be used to compare dispersion in two or more experiments.
2. Variance is the average
sum of the squares of the deviations from the mean.
It is designated by the lower case Greek letter sigma,
s2,
and is used to calculate the more popular statistic called standard
deviation. To find s2,
sum the squares of the deviations from the mean and divide by
the total number of observations minus 1 (this procedure adjusts
for bias and is called the degrees of freedom).
3.
Standard Deviation (s)
is a measure of dispersion about the mean that allows us to predict
what percentage of data points should be expected at various deviations
from the mean. To find standard deviation,
take the square root of the variance. The
typical dispersion pattern can be assumed as:
68% of measurements fall within "1
s
of the mean
95%
fall within "2
s
of the mean
99.73%
fall within "3
s
of the mean
Example:
The
following are heights (in meters) of 11 students at Brockport
High School:
1.70
1.85 1.65
1.60 1.35
1.55 1.60
1.40 1.80
1.75 1.60
Find
the mean.
_________m
Find the range.
_________m
Find the median.
_________m
What is the mode?
_________m
Calculate the variance (s2).
[(1.70 - mean)2 + (1.85 - mean)2 +
...] / (11 -1)
Calculate
the standard deviation (s)
by taking the square root of the variance.
Determine
the range of heights that will include 68% of all seniors, and
95% of all seniors.