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)
How many ways can you arrange the letters in the word 'COMBINATORICS'?
+
Math question: What is the equation of an ellipse with a major axis of length 8 and a minor axis of length 6?
+
Math Question: What is the smallest positive integer value of n that satisfies the equation x^n + y^n = z^n, where x, y, and z are positive integers, according to Fermat's Last Theorem?
+
New questions in Mathematics
A particular employee arrives at work sometime between 8:00 a.m. and 8:50 a.m. Based on past experience the company has determined that the employee is equally likely to arrive at any time between 8:00 a.m. and 8:50 a.m. Find the probability that the employee will arrive between 8:05 a.m. and 8:40 a.m. Round your answer to four decimal places, if necessary.
A software company incurs a cost of $50 per license sold plus $5,000 in fixed costs. How many licenses should you sell to minimize total costs?
calculate the following vector based on its base vectors a= -18i,26j
A consulting company charges a fee of $50 per hour for consulting. If their monthly fixed costs are $1,000 and they want to make a monthly profit of $2,500, how many consulting hours should they bill per month?
[(36,000,000)(0.000003)^2]divided(0.00000006)
(6.2x10^3)(3x10^-6)
The equation of the circle that passes through (5,3) and is tangent to the abscissa axis at x=2 is a.(x-2)^2 (y 3)^2 = 9 b.(x-2)^2 (y-3)^2 = 9 c.(x-2)^2 (y-3)^2 = 4 d.(x-2)^2 (y 1)^2 = 4 e.(x-2)^2 (y-1)^2 = 4
How many different ways can a psychology student select 5 subjects from a pool of 20 subjects and assign each one to a different experiment?
Subscribers to the FAME magazine revealed the following preferences for three categories: Fashion 30, Athletics 24 and Business 15. Following these frequencies of observation, compute the chi-square test statistic. At the 0.05 level of significance, would you conclude they are similar?
89, ÷ 10
How to do 15 x 3304
Quadratic equation 2X = 15/X + 7
We have received our p&l statement back from accounts. The board has asked for an innovation hub. What items should we prioritise reviewing to decide if we can afford an innovation hub?
List the remaining zeros of the polynomial with the given zeros Zeros are: 2, 3i, and 3 + i
15.A newly married couple purchased a home with a $123710 down payment. They financed the remaining balance of the home with a mortgage. Their payments were $15395 at the end of every six months for 23 years and the interest rate was 10.6%, compounded semi-annually. How much did they purchase their home for. Enter to the nearest cent (two decimals). Do not use $ signs or commas in the answer.
A diamond ring was reduced from $999.99 to $689.99. Find the percent reduction in the price. Round the answer to the nearest tenth of a percent, if necessary.
Cuboid containers (open at the top) should be examined with regard to their volume. The figure below shows a network of such containers (x ∈ Df). Determine a function ƒ (assignment rule and definition area D) that describes the volume of these containers and calculate the volume of such a container if the content of the base area is 16 dm². Show that this function f has neither a local maximum nor a global maximum
2 - 6x = -16x + 28
16-(x²+x+2)²
Define excel and why we use it?