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Naily [24]
3 years ago
7

The daily milk production of Guernsey cows is approximately normally distributed with a mean of 35 kg/day and a std. deviation o

f 7 kg/day. The producer is concerned when the milk production of a cow falls below the 10th percentile since the animal may be ill. The 10th percentile (in kg) of the daily milk production is approximately:
Mathematics
2 answers:
Klio2033 [76]3 years ago
7 0

Answer:

The 10th percentile of the daily milk production is approximately 26.04kg.

Step-by-step explanation:

Problems of normally distributed samples can be solved using the z-score formula.

In a set with mean \mu and standard deviation \sigma, the zscore of a measure X is given by:

Z = \frac{X - \mu}{\sigma}

The Z-score measures how many standard deviations the measure is from the mean. After finding the Z-score, we look at the z-score table and find the p-value associated with this z-score. This p-value is the probability that the value of the measure is smaller than X, that is, the percentile of X. Subtracting 1 by the pvalue, we get the probability that the value of the measure is greater than X.

In this problem, we have that:

\mu = 35, \sigma = 7

The 10th percentile is the value of X when Z has a pvalue of 0.10. This is X when Z = -1.28. So

Z = \frac{X - \mu}{\sigma}

-1.28 = \frac{X - 35}{7}

X - 35 = -1.28*7

X = 26.04

The 10th percentile of the daily milk production is approximately 26.04kg.

Jlenok [28]3 years ago
7 0

Answer:

Step-by-step explanation:

Since the daily milk production of Guernsey cows is approximately normally distributed, we would apply the normal distribution formula which is expressed as

z = (x - u)/s

Where

x = daily milk production

u = mean milk production rate.

s = standard deviation

From the information given,

u = 35 kg/day

s = 7 kg/day.

The 10th percentile is 0.1. Looking at the normal distribution table, the z score corresponding to the 10th percentile is - 1.28

Therefore,

- 1.28 = (x - 35)/7

x - 35 = 7 × - 1.28

x - 35 = - 8.96

x = - 8.96 + 35

x = 26.04

The 10th percentile (in kg) of the daily milk production is approximately in 26 kg/day

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Find the equation of a line passing through points (-7, -10) , (-5, -20)
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You want to find the equation for a line that passes through the two points:

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First of all, remember what the equation of a line is:

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here, m is the slope, b is the y-intercept

First, let's find what m is, the slope of the line...

The slope of a line is a measure of how fast the line "goes up" or "goes down". A large slope means the line goes up or down really fast (a very steep line). Small slopes means the line isn't very steep. A slope of zero means the line has no steepness at all; it is perfectly horizontal.

For lines like these, the slope is always defined as "the change in y over the change in x" or, in equation form:

So what we need now are the two points you gave that the line passes through.

Consider (-7,-10) as point #1, so the x and y numbers given will be called x1 and y1. Or, x1=-7 and y1=-10.

Consider (-5,-20), point #2, so the x and y numbers here will be called x2 and y2. Or, x2=-5 and y2=-20.

Now, just plug the numbers into the formula for m above, like this:

                       m= (-20 - -10)/(-5 - -7)

                                m= -10/2

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So, we have the first piece to finding the equation of this line, and we can fill it into y=mx+b like this:

                                     y=-5x+b

Now, what about b, the y-intercept?

To find b, think about what your (x,y) points mean:

(-7,-10). When x of the line is -7, y of the line must be -10.

(-5,-20). When x of the line is -5, y of the line must be -20.

Because  line passes through each one of these two points, right?

Now, look at our line's equation so far: y=-5x+b. b is what we want, the -5 is already set and x and y are just two "free variables" sitting there. We can plug anything we want in for x and y here, but we want the equation for the line that specifically passes through the two points (-7,-10) and (-5,-20).

So, why not plug in for x and y from one of our (x,y) points that we know the line passes through? This will allow us to solve for b for the particular line that passes through the two points you gave!.


You can use either (x,y) point you want.The answer will be the same:

(-7,-10). y=mx+b or -10=-5 × -7+b, or solving for b: b=-10-(-5)(-7). b=-45.

(-5,-20). y=mx+b or -20=-5 × -5+b, or solving for b: b=-20-(-5)(-5). b=-45.

See! In both cases we got the same value for b. And this completes our problem.

The equation of the line that passes through the points (-7,-10) and (-5,-20) is y=-5x-45.

                                 


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