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Natasha_Volkova [10]
4 years ago
8

Consider the following linear regression prediction equation: Y = 12 + –1x. What is the direction of the relationship between th

ese two variables?
Mathematics
1 answer:
Fynjy0 [20]4 years ago
7 0

Answer:

Step-by-step explanation:

given that the following linear regression prediction equation: Y = 12 + –1x

Here slope = -1

Whenever regression slope is negative, we can say that the two variables x and y are negatively correlated.

In other words, when y increases x decreases and vice versa.

The relationship between the variables is negative or inverse.

The graph of this line with negative slope shows the line as moving from top left to bottom right

Here slope = -1

Hence for unit increase in x, there is one unit increase in y.

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A gasoline tank for a certain car is designed to hold 15 gallons of gas. Suppose that the actual capacity of a randomly selected
marta [7]

Answer:

Tanks of 15.3081 gallons and larger are considered too large.

Step-by-step explanation:

Problems of normally distributed samples are 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 = 15, \sigma = 0.15

How large does a tank have to be to be considered too large

largest 2%, so at least the 98th percentile.

The 98th percentile is X when Z = 0.98. So it is X when Z = 2.054.

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

2.054 = \frac{X - 15}{0.15}

X - 15 = 2.054*0.15

X = 15.3081

Tanks of 15.3081 gallons and larger are considered too large.

8 0
3 years ago
The ages of a random sample of five university professors are 39, 54, 61, 72, and 59. Using this information, find a 99% confide
blsea [12.9K]

Answer:

38.898 \leq \sigma^2 \leq 2792.356

Now we just take square root on both sides of the interval and we got:

6.237 \leq \sigma \leq 52.843

Step-by-step explanation:

Data given and notation

34,59,61,71,59

We can calculate the sample standard deviation with the following formula:

s^2= \frac{\sum_{i=1}^n (X_i -\bar X)^2}{n-1}

s= \sqrt{s^2}

s=12.021 represent the sample standard deviation

\bar x represent the sample mean

n=5 the sample size

Confidence=99% or 0.99

A confidence interval is "a range of values that’s likely to include a population value with a certain degree of confidence. It is often expressed a % whereby a population mean or variance lies between an upper and lower interval".  

The margin of error is the range of values below and above the sample statistic in a confidence interval.

The Chi square distribution is the distribution of the sum of squared standard normal deviates .

Calculating the confidence interval

The confidence interval for the population variance is given by the following formula:

\frac{(n-1)s^2}{\chi^2_{\alpha/2}} \leq \sigma^2 \leq \frac{(n-1)s^2}{\chi^2_{1-\alpha/2}}

The next step would be calculate the critical values. First we need to calculate the degrees of freedom given by:

df=n-1=5-1=4

Since the Confidence is 0.99 or 99%, the value of \alpha=0.01 and \alpha/2 =0.005, and we can use excel, a calculator or a table to find the critical values.  

The excel commands would be: "=CHISQ.INV(0.005,4)" "=CHISQ.INV(1-0.005,4)". so for this case the critical values are:

\chi^2_{\alpha/2}=14.860

\chi^2_{1- \alpha/2}=0.207

And replacing into the formula for the interval we got:

\frac{(4)(12.021)^2}{14.860} \leq \sigma^2 \leq \frac{(4)(12.021)^2}{0.207}

38.898 \leq \sigma^2 \leq 2792.356

Now we just take square root on both sides of the interval and we got:

6.237 \leq \sigma \leq 52.843

3 0
3 years ago
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How to solve (3,2) and (5,6) and turn it into 2x-y=4
Zolol [24]
Find the slope between the 2 points and plug inotllto point slope form
5 0
4 years ago
Read 2 more answers
How do I solve the one that’s blank ?
Over [174]

Answer:

x = 9.1

Step-by-step explanation:

x^2 + 16^2 = 18.4^2

x^2 + 256 = 338.56

x^2 = 82.56

x = 9.1

8 0
3 years ago
What is the slope of the line shown below?
zimovet [89]

Answer: m = 5/8

Step-by-step explanation:

4 0
3 years ago
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