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EXPERIMENTAL
Throughout the following presentation of data, the measurements
on the parts of the bee will be designated as follows: (A) dry
weight, (B) length of right foe wing, (C) width of right fore
wing, (D) sum of the widths of the third and the fourth tergites
and (X) the measurement upon which the regression is made.
In Table 7 are presented further data
concerning the measurements of bees from colony 25 in which there
is a regression of (A) dry weight, (B) length of right fore wing,
(C) width of right fore wing and (D) sum of the widths of the
third and the fourth tergites on (X) length of proboscis. The
data consist of the standard deviations of the above-mentioned
measurements, the standard regression coefficients, the multiple
correlation coefficient, the standard error of estimate, the
significance of regression and the regression equations for the
bees from each size of cell. An analysis of variance of the length
of proboscis between and within all three groups, namely, the
groups of bees from size of cell "A", the group of
bees from size of cell "B" and the group of bees from
size of cell "C", is also presented.
An examination of the standard deviations of the measurements
of the bees from the three sizes of cells shows that the variation
is greatest in the case of length of right fore wing and length
of proboscis with the bees from size of cell "A" and
least in the case of the bees from size of cell "B".
The standard deviation of the width of the right fore wing is
greatest in the case of the bees from size of cell "A"
and the least in the case of bees from size of cell "C".
The standard deviation of dry weight increases as the size of
the cell is increased. The standard deviation of the sum of the
widths of the third and the fourth tergites is greatest in the
case of the bees from the size of cell "B" and least
in the case of bees from the size of cell "A".
The significance of the standard regression coefficients was
tested by dividing the standard regression coefficient by its
standard deviation and comparing the resulting value with the
significant values for "t" as given in Table 16 by
Wallace and Snedecor (69). The significance of the multiple correlation
coefficients was determined by comparing the values obtained
with significant values of "R" given by Wallace and
Snedecor (69) in Table 16. The significance of the regression
for the bees from each size of cell and the analysis of variance
of length of proboscis of all three groups was tested by calculating
one-half the difference of the natural logarithms of the mean
squares and comparing the values obtained with the significant
values of "Z" as given in Table 6 by Fisher*.
An examination of the standard regression coefficients shows
that only the standard regression coefficint of length of proboscis
and length of right fore wing is significant for the bees from
each of the three sizes of cells. The multiple correlation coefficient
for the bees from size of cell "A" and size of cell
"C" are highly significant, while the corresponding
value for the bees from size of cell "B" is not significant.
The "Z" test of the significance of the regressions
further substantiates the significance of the multiple correlation
coefficients by showing that the regressions of the measurements
on the bees from size of cell "A" and size of cell
"C" has been significantly accounted for.
A study of the standard errors of estimate shows that the standard
deviation of the length of proboscis of bees from size of cell
"A" has been reduced 29.61% due to the extension of
statistical control over factors relating to length of proboscis.
In the case of the bees from size of cell "B" the standard
deviation of length of proboscis has only been reduced 2.11%,
while in the case of bees from size of cell "C" the
reduction is 19.86%. In the latter case, the standard deviation
of length of proboscis has been notably reduced by the inclusion
of dry weight, length of right fore wing, width of right fore
wing and the sum of the widths of the third and the fourth tergites
in the regression. A study of the regression equations for the
bees from the three sizes of cells shows, in general, that length
of the right fore wing is the dominating factor in these estimation
equations of length of proboscis.
An analysis of the variance between and within the groups of
bees from all three sizes of cells shows that the variation between
the groups is significantly greater that that within groups.
This further substantiates the proof presented under section
1 of the presentation of data of a significant difference between
the means of the length of proboscis of the three groups.
In Table 8 are presented statistical
constants of measurements on bees from colony 25 concerning a
regression of (A) dry weight, (B) length of right fore wing,
(C) width of right fore wing and (D) sum of the widths of the
third and the fourth tergites on (X) length of mentum.
In Table 9 are presented data concerning
the statistical constants of measurements on bees from colony
25. In this table the regression is dry weight, length of right
fore wing, width of right fore wing and sum of the widths of
the third and the fourth tergites on length of glossa.
Statistical constants of measurements on bees from colony 25
concerning a regression of dry weight, length of right fore wing,
width of right fore wing and sum of the widths of the third and
the fourth tergites on the sum of the lengths of the mentum and
the glossa are presented in Table 10.
A comparison of Tables 7, 8, 9 and 10 shows that the data presented
in Tables 9 and 10 proffer the same conclusions as were drawn
from the data of Table 7. From the data presented in Table
8, there is an agreement with the data of the other three
tables in the variation of the length of mentum as indicated
by the standard deviation of length of mentum of the bees of
all three sizes of cells, the multiple correlation coefficient
and the significance of the regression of the bees from size
of cell "A", and the analysis of variance of length
of mentum between and within the groups from all three sizes
of cells. In no cases are the standard regression coefficients
significant. In contrast to the data presented in the other three
tables, the multiple correlation coefficients and significance
of regression for the bees from the size of cell "C"
are not significant. An examination of the regression equations
shows that length of right fore wing has ceased to be a dominating
factor in the estimation of length of proboscis.
*Fisher, R. A., "Statistical Methods
for Reasearch Workers", second edition revised and enlarged.
Oliver and Boyd, Edinburgh. 1928. |
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