In: Statistics and Probability
Suppose two genes determine shape and color of peas. Gene G codes for color and G is dominant. A pea that is GG or Gg is green, a pea that is gg is yellow. The gene R codes for shape. A pea that is RR or Rr is round, a pea that is rr is oval. If we cross two peas that are Gg and Rr we expect the following distribution of peas: (9/16) are green and round, (3/16) are green and oval, (3/16) are yellow and round and (1/16) are yellow and oval. The data we observe are as follows: 40 green and round peas, 25 green and oval peas, 20 yellow and round peas and 15 yellow and oval peas.
(a) State a test statistic procedure that can be used for this problem.
(b) State the null and alternative hypothesis.
(c) Test if the the peas crossed could reasonably have been heterozygous for both genes (Gg,Rr) at α = .05.
Suppose two genes determine shape and color of peas. Gene G codes for color and G is dominant. A pea that is GG or Gg is green, a pea that is gg is yellow. The gene R codes for shape. A pea that is RR or Rr is round, a pea that is rr is oval. If we cross two peas that are Gg and Rr we expect the following distribution of peas: (9/16) are green and round, (3/16) are green and oval, (3/16) are yellow and round and (1/16) are yellow and oval. The data we observe are as follows: 40 green and round peas, 25 green and oval peas, 20 yellow and round peas and 15 yellow and oval peas.
(a) State a test statistic procedure that can be used for this problem.
Chi square goodness of fit is used
(b) State the null and alternative hypothesis.
Ho: shape and color of peas are in the expected proportions.
H1: shape and color of peas are not in the expected proportions.
(c) Test if the peas crossed could reasonably have been heterozygous for both genes (Gg,Rr) at α = .05.
observed |
expected |
expected |
40 |
56.25 |
`=(9/16)*100 |
25 |
18.75 |
`=(3/16)*100 |
20 |
18.75 |
`=(3/16)*100 |
15 |
6.25 |
`=(1/16)*100 |
Goodness of Fit Test |
||||
observed |
expected |
O - E |
(O - E)² / E |
|
40 |
56.250 |
-16.250 |
4.694 |
|
25 |
18.750 |
6.250 |
2.083 |
|
20 |
18.750 |
1.250 |
0.083 |
|
15 |
6.250 |
8.750 |
12.250 |
|
Total |
100 |
100.000 |
0.000 |
19.111 |
19.111 |
chi-square |
|||
3 |
df |
|||
.0003 |
p-value |
Calculated chi square =19.111 which is > critical chi square with 3 df at 0.05 level 7.81.
Ho is rejected.
We conclude that peas crossed could reasonably have been heterozygous for both genes