Question

A candy manufacturer must monitor deviations in the amount of sugar in their products They want their products to meet standards. They selected a random sample of 20 candies and found that the sandard deviation of that sample is 1.7. What is the probabilty of finding a sample variance as high or higher if the population variance is actually 3277 Assume the population distribution is normal.

71

likes
354 views

Answer to a math question A candy manufacturer must monitor deviations in the amount of sugar in their products They want their products to meet standards. They selected a random sample of 20 candies and found that the sandard deviation of that sample is 1.7. What is the probabilty of finding a sample variance as high or higher if the population variance is actually 3277 Assume the population distribution is normal.

Expert avatar
Santino
4.5
112 Answers
To solve this problem, we can use the chi-squared distribution to test if the sample variance is significantly different from the population variance. The chi-squared distribution is commonly used to test the variances of two populations.

The test statistic for this problem is given by:

\chi^{2} = \frac{(n-1)S^{2}}{\sigma^{2}}

Where:
- \chi^{2} is the chi-squared value
- n is the sample size
- S^{2} is the sample variance
- \sigma^{2} is the population variance

In this case, we are interested in finding the probability of finding a sample variance as high or higher. This corresponds to the right-tail of the chi-squared distribution.

Step 1: Calculate the chi-squared value
Using the given values, we have:
n = 20
S^{2} = (1.7)^{2} = 2.89
\sigma^{2} = 3277

Plugging these values into the formula, we get:
\chi^2=\frac{(20-1)(2.89)}{3277}\approx0.0168

Step 2: Find the probability
To find the probability of finding a sample variance as high or higher, we need to find the right-tail probability of the chi-squared distribution.

The degrees of freedom for the chi-squared distribution in this case is n-1 = 19 .

Using a chi-squared table or a calculator, we can find that the right-tail probability for \chi^{2} = 0.0168 with df = 19 is approximately 0.9384.

Answer:
The probability of finding a sample variance as high or higher if the population variance is actually 3277 is approximately 1.

Frequently asked questions (FAQs)
Question: Find the value of cos(45°) + sin(30°) - tan(60°).
+
What is the equation of a hyperbola with center (0,0), vertices at (-5,0) and (5,0), and foci at (-4,0) and (4,0)?
+
What is the slope of a line passing through the points (4, 5) and (-2, 7)?
+
New questions in Mathematics
Calculate to represent the function whose graph is a line that passes through the points (1,2) and (−3,4). What is your slope?
a to the power of 2 minus 16 over a plus 4, what is the result?
-11+29-18
3x+2/2x-1 + 3+x/2x-1 - 3x-2/2x-1
(3x^(2) 9x 6)/(5x^(2)-20)
How many anagrams of the word STROMEC there that do not contain STROM, MOST, MOC or CEST as a subword? By subword is meant anything that is created by omitting some letters - for example, the word EMROSCT contains both MOC and MOST as subwords.
A merchant can sell 20 electric shavers a day at a price of 25 each, but he can sell 30 if he sets a price of 20 for each electric shaver. Determine the demand equation, assuming it is linear. Consider (P= price, X= quantity demanded)
Let r: x - y 5 = 0. Determine a general equation of the line s parallel to the line r, which forms an isosceles triangle with area 8 with the line x = 5 and the Ox axis.
Given (3x+2)E [2;14] how much money (in soles) does Sophia have if numerically it is the greatest value of x?
19) If the temperature of -8°C decreases by 12°C, how much will it be? a)-20°C -4°C c) 4°C d) 20°C
I. Order to add 40.25+1.31+.45 what is the first action to do ?
The simple average of 15 , 30 , 40 , and 45 is
From 1975 through 2020 the mean annual gain of the Dow Jones Industrial Average was 652. A random sample of 34 years is selected from this population. What is the probability that the mean gain for the sample was between 400 and 800? Assume the standard deviation is 1539
User One of the applications of the derivative of a function is its use in Physics, where a function that at every instant t associates the number s(t), this function s is called the clockwise function of the movement. By deriving the time function we obtain the velocity function at time t, denoted by v(t). A body has a time function that determines its position in meters at time t as S(t)=t.³√t+2.t . Present the speed of this body at time t = 8 s.
For what values of m is point P (m, 1 - 2m) in the 2⁰ quadrant?
A hardware bill totals $857.63 with discounts of 5% and 3%. What is the net cost of the Material ?
Given a circle 𝑘(𝑆; 𝑟 = 4 𝑐𝑚) and a line |𝐴𝐵| = 2 𝑐𝑚. Determine and construct the set of all centers of circles that touch circle 𝑘 and have radius 𝑟 = |𝐴𝐵|
How much does 7.2 moles of ammonium dichromate weigh? (NH4)2Cr2O7
Solve the following system of equations using substitution. y=-4x- 11. 3x+7y=-2
Exercise The temperature T in degrees Celsius of a chemical reaction is given as a function of time t, expressed in minutes, by the function defined on ¿ by: T (t )=(20 t +10)e−0.5t. 1) What is the initial temperature? 2) Show that T' (t )=(−10 t +15)e−0 .5t. 3) Study the sign of T' (t ), then draw up the table of variations of T . We do not ask for the limit of T in +∞. 4) What is the maximum temperature reached by the reaction chemical. We will give an approximate value to within 10−2. 5) After how long does the temperature T go back down to its initial value? We will give an approximate value of this time in minutes and seconds. DM 2: study of a function Exercise The temperature T in degrees Celsius of a chemical reaction is given as a function of time t, expressed in minutes, by the function defined on ¿ by: T (t )=(20 t +10)e−0.5t. 1) What is the initial temperature? 2) Show that T' (t )=(−10 t +15)e−0.5 t. 3) Study the sign of T' (t ), then draw up the table of variations of T . We do not ask for the limit of T in +∞. 4) What is the maximum temperature reached by the reaction chemical. We will give an approximate value to within 10−2. 5) After how long does the temperature T go back down to its initial value? We will give an approximate value of this time in minutes and seconds.