In: Statistics and Probability
The data below are yields for two different types of corn seed that were used on adjacent plots of land. Assume that the data are simple random samples and that the differences have a distribution that is approximately normal. Construct a 95% confidence interval estimate of the difference between type 1 and type 2 yields. What does the confidence interval suggest about farmer Joe's claim that type 1 seed is better than type 2 seed?
Type_1 Type_2
2077 2019
2091 1973
2055 2086
2423 2459
2166 2144
2016 1959
2211 2163
1496 1406
this example,
mu Subscript dμd
is the mean value of the differences d for the population of all pairs of data, where each individual difference d is defined as the type 1 seed yield minus the type 2 seed yield.
The 95% confidence interval is
nothingless than<mu Subscript dμdless than<nothing.
(Round to two decimal places as needed.)
Using Excel we get, the sample mean and sample standard deviation of the difference of Type 1 and Type 2 are,
sample mean = 40.75
sample standard deviation (Sd) = 53.9808
Degrees of freedom = 8 - 1 = 7
Using t-table we get t-critical value at significance level of 0.05 with 7 degrees of freedom is,
The 95% confidence interval for μd is,
Answer : -4.39 < μd < 85.89