Question

For a particular variety of wheat, it has been estimated that 5 percent of plants suffered an illness. A sample of 600 plants of the same variety of wheat was observed and found that 50 plants were infected with disease. Test if the sample the results were consistent with the population.

227

likes
1133 views

Answer to a math question For a particular variety of wheat, it has been estimated that 5 percent of plants suffered an illness. A sample of 600 plants of the same variety of wheat was observed and found that 50 plants were infected with disease. Test if the sample the results were consistent with the population.

Expert avatar
Gerhard
4.5
93 Answers
Let's denote:
- p as the proportion of plants suffering from illness in the population
- \hat{p} as the proportion of plants suffering from illness in the sample

Given that in the population it has been estimated that 5% of plants suffered an illness, so p = 0.05 .

In the sample of 600 plants, there were 50 plants infected with the disease, so the proportion in the sample is:
\hat{p} = \frac{50}{600} = \frac{1}{12} \approx 0.0833

To test if the sample results were consistent with the population, we will perform a hypothesis test:
- Null Hypothesis ( H_0 ): The proportion of plants suffering from illness in the sample is the same as in the population ( \hat{p} = p )
- Alternative Hypothesis ( H_1 ): The proportion in the sample is significantly different from the population ( \hat{p} \neq p )

We will use the Z-test for proportions to test this hypothesis. The formula for the Z-score is:
Z = \frac{\hat{p} - p}{\sqrt{\frac{p(1-p)}{n}}}
where n is the sample size, p is the population proportion, and \hat{p} is the sample proportion.

Plugging in the values:
Z = \frac{0.0833 - 0.05}{\sqrt{\frac{0.05(1-0.05)}{600}}} \approx \frac{0.0333}{0.0064} \approx 5.20

The critical Z-score for a 2-tailed test at a 5% significance level is approximately \pm 1.96 .

Since |5.20| > 1.96 , we reject the null hypothesis.

Therefore, the sample results are not consistent with the population.

\boxed{\text{Answer}: \text{The sample results are not consistent with the population.}}

Frequently asked questions (FAQs)
What is the slope-intercept form of a linear equation if the slope is 2 and the y-intercept is 4?
+
Find the value of sinh(3) + cosh(4) - tanh(2) - coth(5).
+
Math Question: What is the maximum number of books Johnny can read in a year, assuming he reads 2 books per month and 3 books during summer break?
+
New questions in Mathematics
a runner wants to build endurance by running 9 mph for 20 min. How far will the runner travel in that time period?
A circle with a 12-inch diameter is folded in half and then folded in half again. What is the area of the resulting shape?
Calculate the 6th term of PA whose 1st term is 6.5 and the ratio 5
What will be the density of a fluid whose volume is 130 cubic meters contains 16 technical units of mass? If required Consider g=10 m/s2
An electrical company manufactures batteries that have a duration that is distributed approximately normally, with a mean of 700 hours and a standard deviation of 40 hours. Find the probability that a randomly selected battery has an average life of less than 810 hours.
2x-4y=-6; -4y+4y=-8
Mrs. Emily saved RM10000 in a bank. At the end of the eighth year, the amount of money accumulated amounted to RM19992.71. If the bank pays an annual interest of x% for a year compounded every 6 months. Calculate the value of x.
suppose random variable x follows poisson distribution with expected value 3. what is variance of x?
Fill in the P(X-x) values to give a legitimate probability distribution for the discrete random variable X, whose possible values are -5 ,3 , 4, 5 , and 6.
A building lot is in the shape of a triangle with a base of 133 feet and a height of 76 feet. What is it's area in square feet?
(X+2)(x+3)=4x+18
9/14 x 7/27 carry out indicated operation
Find the zero of the linear function 8x + 24 = 0
1. A jeweler has two gold bars, with 80% purity and the other with 95% purity. How much of each must be melted to obtain a 5 kilo ingot with 86% purity?
Find the equation of a straight line that has slope 3 and passes through the point of (1, 7) . Write the equation of the line in general forms
a coffee shop has 9 types of creamer and 11 types of sweetener. In how any ways can a person make their coffee?
write in set builder notation { 1,3,9,27,81,243,...}
Define excel and why we use it?
64-6x^2>0
A gas is leaking at 3.5ft3/min in a room of 2.9m by 6.9ft by 15.7m. How long would it take (in seconds) for 22% of the room to reach the LFL, if the gas has a LFL of 2.51%?