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
94 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)
How many ways can you arrange 5 people out of 8 in a line?
+
What is the value of sin(30Β°) + cos(45Β°) - tan(60Β°)?
+
What is the formula for finding the area of a square given the length of one side?
+
New questions in Mathematics
Solution to the equation y'' - y' - 6y = 0
Solve: βˆ’3(βˆ’2x+23)+12=6(βˆ’4x+9)+9.
If O(3,-2) is reflected across x = 2. What are the coordinates of O
The length and breadth of my rectangular vegetable garden is 12,5m and 7,25m respectively. What is the perimeter of the garden?
Elliot opened a savings account and deposited $5000.00 as principal. The account earns 4% interest, compounded annually. How much interest will he earn after 5 years? Round your answer to the nearest cent.
In a store there are packets of chocolate, strawberry, tutti-frutti, lemon, grape and banana sweets. If a person needs to choose 4 flavors of candy from those available, how many ways can they make that choice?
Two events E and F are​ ________ if the occurrence of event E in a probability experiment does not affect the probability of event F.
Suppose 50% of the doctors and hospital are surgeons if a sample of 576 doctors is selected what is the probability that the sample proportion of surgeons will be greater than 55% round your answer to four decimal places
Divide 22 by 5 solve it by array and an area model
calculate the normal vector of line y = -0.75x + 3
If f(x,y)=6xy^2+3y^3 find (∫3,-2) f(x,y)dx.
Let A, B, C and D be sets such that | A| = |C| and |B| = |D|. Prove that |A Γ— B| = |C Γ— D|
The simple average of 15 , 30 , 40 , and 45 is
-1%2F2x-4%3D18
In a physics degree course, there is an average dropout of 17 students in the first semester. What is the probability that the number of dropouts in the first semester in a randomly selected year has between 13 and 16 students?
17. A loan for $104259 is taken out for 10 years with an annual interest rate of 9.4%, compounded quarterly. What quarterly payment is required to pay the loan off in 10 years? Enter to the nearest cent (two decimals). Do not use $ signs or commas in the answer.
A multiple choice exam is made up of 10 questions; Each question has 5 options and only one of them is correct. If a person answers at random, what is the probability of answering only 3 good questions?
Translate to an equation and solve. Let x be the unknown number: What number is 52% of 81.
A buyer purchased a North Carolina home for $475,250. The seller allowed the buyer to assume his first small mortgage with a loan balance of $110,000. How much is the excise tax paid in the transaction? $951 $729.50 $950.50 $221 none of the above
A person travels by car from one city to another with different constant speeds between pairs of cities. She drives for 55.0 min at 100.0 km/h, 14.0 min at 65.0 km/h, and 45.0 min at 60.0 km/h and spends 20.0 min eating lunch and buying gas. (a) Determine the average speed for the trip.