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antoniya [11.8K]
3 years ago
5

Find the maximum rate of change off at the given point and the direction in which it occurs.

Mathematics
1 answer:
Alexeev081 [22]3 years ago
3 0

Answer:

Maximum rate change |\nablaf| = √65

Direction = ( 1, 8 ) / √65

i.e Maximum rate change is √65 and it occurs in a direction of ( 1, 8 )

Step-by-step explanation:

Given that;

f(x, y) = 4y √x, (4, 1)

{ x=4 and y=1 }

Maximum rate of change occurs with the gradient vector;

\nablaf = [ df/dx, df/dy ] = [ 2y/√x, 4√x ]

we substitute in our value of x and y

\nablaf =  2(1)/√4, 4√4

\nablaf = 2/√4, 4√4

\nablaf = ( 1, 8 )

Maximum rate change |\nablaf| = | ( 1, 8 ) | = √( 1² + 8² ) = √(1 + 64)

Maximum rate change |\nablaf| = √65

Direction = \nablaf / |\nablaf|

we substitute

Direction = ( 1, 8 ) / √65

i.e Maximum rate change is √65 and it occurs in a direction of ( 1, 8 )

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Step-by-step explanation:

1) Data given and notation  

n=20 represent the random sample taken

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\alpha=0.05 represent the significance level

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z would represent the statistic (variable of interest)

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2) Concepts and formulas to use  

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Alternative hypothesis:p > 0.67  

When we conduct a proportion test we need to use the z statistic, and the is given by:  

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3) Calculate the statistic  

Since we have all the info requires we can replace in formula (1) like this:  

z=\frac{0.785 -0.7}{\sqrt{\frac{0.7(1-0.7)}{750}}}=5.08  

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It's important to refresh the p value method or p value approach . "This method is about determining "likely" or "unlikely" by determining the probability assuming the null hypothesis were true of observing a more extreme test statistic in the direction of the alternative hypothesis than the one observed". Or in other words is just a method to have an statistical decision to fail to reject or reject the null hypothesis.  

The next step would be calculate the p value for this test.  

Since is a right tailed test the p value would be:  

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