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
92 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)
Question: What is the surface area of a cube with side length 5 units?
+
What is the 4th derivative of f(x) = 3x^5 + 2x^3?
+
What is the ratio of the area of a right-angled triangle to an equilateral triangle with equal perimeter, if the base of the right-angled triangle is twice the side length of the equilateral triangle?
+
New questions in Mathematics
reduction method 2x-y=13 x+y=-1
The sum of an infinite geometric series is 13,5 The sum of the same series, calculated from the third term is 1,5. Q. Calculate r if r>0.
How many percent is one second out a 24 hour?
Investing equal amounts of money into each of five business ventures Let's say you plan. 20 to choose from If there are initiatives, how many different ones among 20 initiatives? five startups can be selected?
Consider numbers from 1 to 2023. We delete 3 consecutive numbers so, that the avarage of the left numbers is a whole number
9b^2-6b-5
The miles per gallon (mpg) for each of 20 medium-sized cars selected from a production line during the month of March are listed below. 23.0 21.2 23.5 23.6 20.1 24.3 25.2 26.9 24.6 22.6 26.1 23.1 25.8 24.6 24.3 24.1 24.8 22.1 22.8 24.5 (a) Find the z-scores for the largest measurement. (Round your answers to two decimal places.) z =
Solve this mathematical problem if 3/5 of a roll of tape measures 2m. How long is the complete roll?
∫ √9x + 1 dx
89, ÷ 10
Scores are normally distributed with a mean of 25 and standard deviation of 5. Find the probability that sixteen randomly selected students have a mean score that is less than 24.
30y - y . y = 144
factor the polynomial completely over the set of complex numbers b(x)=x^4-2x^3-17x^2+4x+30
prove that for sets SS, AA, BB, and CC, where AA, BB, and CC are subsets of SS, the following equality holds: (A−B)−C=(A−C)−(B−C)
7- A printing company found in its investigations that there were an average of 6 errors in 150-page prints. Based on this information, what is the probability of there being 48 errors in a 1200-page job?
Evaluate ab+dc if a=56 , b=−34 , c=0.4 , and d=12 . Write in simplest form.
To paint a 250 m wall, a number of workers were employed. If the wall were 30 m longer, 9 more workers would be needed. How many were employed at the beginning?
calculate the product of 4 and 1/8
A rectangular swimming pool has a length of 14 feet, a width of 26 feet and a depth of 5 feet. Round answers to the nearest hundredth as needed. (a) How many cubic feet of water can the pool hold? cubic feet (b) The manufacturer suggests filling the pool to 95% capacity. How many cubic feet of water is this? cubic feet
Find the rule that connects the first number to the second number of each pair. Apply the rule to find the missing number in the third pair. (18 is to 22) (54 is to 26) (9 is to ?)