A teacher records the amount of time it took a random sample of students to finish a test and their scores on that test. Let x be the score and y be the amount of time. Conduct a hypothesis test of the claim that there is a linear correlation between the variables, using a 0.10 level of significance. Find the PERCENTAGE OF THE VARIANCE IN THE Y-VALUES THAT CAN BE EXPLAINED BY THEIR LINEAR RELATIONSHIP WITH THE X-VALUES.

Answers

Answer 1

Answer:

hello your question has a missing table attached below is the missing table

Answer : 0.55%

Step-by-step explanation:

The complete table related to the answer given above is attached below

using a 0.10 level of significance the percentage of the variance in the Y-values that shows a linear relationship with the X-values = 0.55%

The values for X^2 , y^2  and x*y is determined an entered into a table ( attached below as well )

A Teacher Records The Amount Of Time It Took A Random Sample Of Students To Finish A Test And Their Scores
A Teacher Records The Amount Of Time It Took A Random Sample Of Students To Finish A Test And Their Scores

Related Questions

Set up and evaluate a double integral to find the volume of the solid bounded by the graphs of the equations. z = xy, z = 0, y = x, x =1, first octant.

Answers

Answer:

1/8

Step-by-step explanation:

Given:

z = xy

z = 0

y = x

x =1

To find:

volume of the solid bounded by the graphs of the equations

Solution:

Compute integral of volume in the first octant:

[tex]Volume = V = \int\limits^1_0\int\limits^x_0 {z} \, dydx[/tex]

[tex]\int\limits^1_0\int\limits^x_0 {z} \, dydx = \int\limits^1_0\int\limits^x_0 {xy} \, dydx[/tex]

[tex]= \int\limits^1_0x\int\limits^x_0 {y} \, dydx[/tex]

= [tex]\int\limits^1_0[/tex] x y²/2 |ˣ₀  dx

= 1/2  [tex]\int\limits^1_0[/tex] x y² |ˣ₀  dx

= 1/2  [tex]\int\limits^1_0[/tex] x (x²-0²) dx

= 1/2  [tex]\int\limits^1_0[/tex] x³dx

=  [tex]\frac{1}{2} \frac{x^{3+1} }{3+1}[/tex] |¹₀

= (1/2) (x⁴/4) |¹₀

= 1/8 x⁴ |¹₀

= 1/8 (1⁴ - 0⁴)

= 1/8 (1)

V = 1/8

Recently a sample of 36 pieces of thread showed a mean breaking strength of 8.93 oz. Can one conclude at a significance level of (a) 0.05, (b) 0.01 that the thread has become inferior?

Answers

Complete Question

It has been found from experience that the mean breaking strength of a particular brand of thread is 9.72 oz with a standard deviation of 1.4 oz. Recently a sample of 36 pieces of thread showed a mean breaking strength of 8.93 oz. Can one conclude at a significance level of (a) 0.05, (b) 0.01 that the thread has become inferior?

Answer:

At both [tex]\alpha = 0.05[/tex] and  [tex]\alpha = 0.01[/tex]  the conclusion is that the thread has become inferior

Step-by-step explanation:

From the question we are told that

      The population  mean is  [tex]\mu = 9.72 \ oz[/tex]

      The standard deviation is  [tex]\sigma = 1.40\ oz[/tex]

       The sample size  is  n =  36

        The sample mean is  [tex]\= x = 8.93 \ oz[/tex]

The  null hypothesis is  [tex]H_o : \mu = 9.72 \ oz[/tex]

The  alternative hypothesis is  [tex]H_a : \mu < 9.72 \ oz[/tex]

     Generally the test statistics is mathematically represented as

             [tex]t = \frac{ \= x - \mu }{ \frac{\sigma }{ \sqrt{n} } }[/tex]

=>        [tex]t = \frac{ 8.93 -9.72}{ \frac{ 1.4 }{ \sqrt{36} } }[/tex]

=>      [tex]t = -3.33[/tex]

So  

    The  p-value obtained from the z- table is  

            [tex]p-value = P( Z < -3.39) = 0.00034946[/tex]

So at  [tex]\alpha = 0.0 5[/tex]

     [tex]p-value < \alpha[/tex]

So we reject the null hypothesis,hence we conclude that the thread has become inferior

  So at  [tex]\alpha = 0.0 1[/tex]

     [tex]p-value < \alpha[/tex]

So we reject the null hypothesis,hence we conclude that the thread has become inferior

2-7, please help BRAINLEST

Answers

Answer:

n=11 is the answer.

Step-by-step explanation:

19+n=30

In order to find the value of n subtracting 19 on both sides

19-19+n=30-19

n=11 is your answer

Hope it will help you :)

Answer: n = 11
Step by step explanation
Using transposition method when 19 is taken to the R.H.S. It becomes -19
= n = 30-19
= n = 11
VERIFICATION:
n +19 = 30
11+19 = 30
30 = 30
HENCE , LHS = RHS

Which are characteristics of table salt (NaCl)?
is insoluble in water
is held together by hydrogen bonds
is often supplemented with iodine
is held together by ionic bonds
is a compound

Answers

Answer:

The correct option (c) "is held together by ionic bonds".

Step-by-step explanation:

Table salt is NaCl. It is a combination of Sodium and Chlorine.

There is 1 valance electron in sodium. Its electronic configuration is 2,8,1

The electronic configuration of Chlorine is 2,8,7. It means that it needs 1 electron so that its octet gets completed.

Na transfers one electron to Cl. It becomes Na⁺. Cl gains one electron From Na. It becomes Cl⁻.

As a resuslt, Na⁺ and Cl⁻ forms. Both Na and Cl are ions. They held together by ionic bonds.

Your friend isn’t sure what size waist he is. He measures himself with a tape measure. What waist size is he in inches?

Answers

Answer:

32 1/2 inches

Step-by-step explanation:

Why this is true is the line is in the middle of 32 and 33 witch means it is 32 1/2

The water inside a right cylinder tank is 6 inches above the bottom part of the tank of radius 1 feet and length 2 feet. Find the volume of the water.

Answers

Answer:

864π in³

Step-by-step explanation:

Volume of the water is equivalent to the volume of a cylinder = πr²h where;

r is the radius of the cylindrical tank

h is the height of the water

Given parameters

radius of the cylindrical tank r = 1feet = 12 inches

height of the water inside the tank = 6inches

Volume of the water = πr²h

Volume of the water  = π(12)²*6

Volume of the water  = π*144*6

Volume of the water  = 864π in³

Hence the volume of the water is 864π in³

Answer:

[tex]\huge \boxed{\mathrm{2714.34 \ in^3 }}[/tex]

Step-by-step explanation:

The volume formula for a right cylinder is given as :

[tex]V=\pi r^2 h[/tex]

[tex]V \Rightarrow \sf volume[/tex]

[tex]h \Rightarrow \sf height[/tex]

[tex]r \Rightarrow \sf radius[/tex]

The radius 1 feet ⇒ 12 inches

The height of the water in the cylinder is 6 inches

[tex]V=\pi (12)^2 (6)[/tex]

[tex]V= 2714.336053...[/tex]

The volume of the water is 2714.34 cubic inches.

Select the correct solution to the equation 4(3m−1)=2(m+3)

Answers

Answer:

m=1

Step-by-step explanation:

just expand the brackets using the distributive law and proceed to isolate x

XY=4x, YZ=x, and XY=25
x=
YZ=

Answers

Answer:

both answer is 31°

Hope it is helpful for you

Find the distance.
-3,5 and 7,-1

Answers

Answer:

≈ 11.66 units

Step-by-step explanation:

Given points:

(-3,5) and (7,-1)

To find:

The distance between the given points

The distance between two points is calculated by formula:

d= √((x2-x1)² + (y2-y1)²)d= √(((7-(-3))² + (-1-5)²) = √(10²+(-6)²)= √136 ≈ 11.66 units

Answer is ≈ 11.66 units

Which of the following is the solution to 13/(x+2) = 8/(x-1)?

Answers

[tex] \frac{13}{(x + 2)} = \frac{8}{(x - 1)} [/tex]

By cross - multiplication

[tex] \implies13 \times (x - 1) = 8 \times (x + 2)[/tex]

[tex] \implies13x - 13 = 8x + 16[/tex]

[tex] \implies13x - 8x = 16 + 13[/tex]

[tex] \implies5x = 29[/tex]

[tex] \implies \: x = \frac{29}{5} [/tex]

[tex] \implies \: x = 5.8[/tex]

g European roulette. The game of European roulette involves spinning a wheel with 37 slots: 18 red, 18 black, and 1 green. A ball is spun onto the wheel and will eventually land in a slot, where each slot has an equal chance of capturing the ball. Gamblers can place bets on red or black. If the ball lands on their color, they double their money. If it lands on another color, they lose their money. (a) Suppose you play roulette and bet $3 on a single round. What is the expected value and standard deviation of your total winnings

Answers

Answer:

The expected value and standard deviation of your total winnings are -$0.081 and $3 respectively.

Step-by-step explanation:

We are given that the game of European roulette involves spinning a wheel with 37 slots: 18 red, 18 black, and 1 green.

Gamblers can place bets on red or black. If the ball lands on their color, they double their money. If it lands on another color, they lose their money.

Let the probability of the ball landing on red slot = [tex]\frac{18}{37}[/tex]

The probability of the ball landing on black slot = [tex]\frac{18}{37}[/tex]

The probability of the ball landing on green slot = [tex]\frac{1}{37}[/tex]

Now, it is stated that Gambler can place bets only on the red or black slot, so;

The probability of winning the bet will be = [tex]\frac{18}{37}[/tex]

and the probability of losing the bet will be = [tex]\frac{18}{37}+\frac{1}{37}[/tex]

                                                                        = [tex]\frac{19}{37}[/tex]

If the gambler wins he gets $3 and if he loses he will get -$3.

So, the expected value of gambler's total winnings is given by;

E(X) = [tex]\sum X \times P(X)[/tex]

        = [tex]\$3 \times \frac{18}{37} + (-\$3 \times \frac{19}{37})[/tex]

        = [tex]\$3 \times (-\frac{1}{37})[/tex]  = -$0.081

Now, the standard deviation of gambler's total winnings is given by;

S.D.(X) = [tex]\sqrt{(\sum X^{2} \times P(X))-(\sum X \times P(X))^{2} }[/tex]

So, [tex]E(X^{2})=\sum X^{2} \times P(X)[/tex]

                 = [tex]\$3^{2} \times \frac{18}{37} + (-\$3^{2} \times \frac{19}{37})[/tex]

                 = [tex]\$9 \times (\frac{18}{37}+\frac{19}{37})[/tex]  = $9

Now, S.D.(X) = [tex]\sqrt{\$9-(-\$0.081)^{2} }[/tex]

                     = [tex]\sqrt{8.993}[/tex]  = $2.99 ≈ $3

Hence, the expected value and standard deviation of your total winnings are -$0.081 and $3 respectively.

Solve for X
X/5 = 15​

Answers

Answer:

75

Step-by-step explanation:

X/5=15

X=15*5

X=75

Ans.75

Based on your knowledge of the hypothetical method, which of the following accurately describe the relationship between evidence and hypotheses?

a. A hypothesis does not direct the search for evidence.
b. A hypothesis can be proven true as long as one of its implications is shown to be true.
c. A hypothesis can be proven false if one of its implications is shown to be false.
d. A hypothesis is derived from the evidence at hand: the evidence produces the hypothesis.

Answers

Answer:

d. A hypothesis is derived from the evidence at hand; the evidence produces the hypothesis.

Step-by-step explanation:

Null hypothesis is a statement that is to be tested against the alternative hypothesis and then decision is taken whether to accept or reject the null hypothesis. The evidence suggests that a certain hypothesis is tested for its reliability. The hypothesis is accepted or rejected on the basis of its underlying evidences.

What are 2 Equivalent ratios for 3 and 8

Answers

Answer:

3 to 8 = 6 to 16 = 30 to 80

Step-by-step explanation:

Each time you multiply both numbers of a ratio by the same number, you get an equivalent ratio.

3 to 8

Multiply both 3 and 8 by 2:

6 to 16

Multiply both 3 and 8 by 10:

30 to 80

3 to 8 = 6 to 16 = 30 to 80

Find the absolute value. -|-1|


-|-1|=

Answers

Answer:

-1

Step-by-step explanation:

|-1 |= 1

-|-1| = 1

Answer:

-1

Step-by-step explanation:

The question should not be "find the absolute value". Finding the absolute value is part of this problem, but it is not the entire problem.

Think of absolute value of a number as the distance from that number to zero on the number line. A distance is not negative. It is only positive or zero. For example, the number 4 is 4 units from zero on the number line. Then the absolute value of 4 is 4. |4| = 4. Similarly, the number -4 is also 4 units from zero on the number line, so the absolute value of -4 is also 4. |-4| = 4. The absolute value of zero is zero since zero is at a distance of zero units from zero. An absolute value can only be zero or positive. It is never negative.

In your problem, you need to deal with the absolute value of -1 first. -1 is 1 unit from zero on the number line, so the absolute value of -1 is 1.

|-1| = 1

Your problem has one extra step which is the negative outside the absolute value.

-|-1| = -1

In 2009, the world population was 6.8 billion. The exponential growth rate was 1.13% per year. So the following could be used as a model for the growth of the world's population: P=6.8e ,where P is world population in billions, t represents the number of years past 2009. (2009 would be represented by t = 0.)
a. Estimate the population of the world in 2018 using this model.
b. Using the internet, find an approximation for the world population in 2018. What is the difference between the estimate from the internet and the answer in part (a)?
c. Using algebraic methods and the model given, estimate the year when the world population will be 9 billion.

Answers

Answer: 9 million

Step-by-step explanation:

The population of the world in 2018 using this model is 7.5 billion.

What is population growth and population decrease formula?

If a constant rate of growth be R% per annum, then population after n years = P(1+R/100)ⁿ.

Given that, P= 6.8 billion and rate of growth =1.13%.

Now, 6.8(1+1.13/100)ⁿ

= 6.8(1+0.0113)ⁿ

= 6.8(1.0113)ⁿ

a. The population of the world in 2018 using this model.

So, time period is n=9

Now, 6.8(1.0113)⁹

= 7.5 billion

b. World population is 2018 was 7.6 billion

The difference between the estimate from the internet and the answer in part (a) is 7.6-7.5

= 0.1 billion

c. Estimate the year when the world population will be 9 billion

9=6.8(1.0113)ⁿ

(1.0113)ⁿ=1.32

n=24.7 years

Therefore, the population of the world in 2018 using this model is 7.5 billion.

To learn more about the population increase and decrease visit:

https://brainly.com/question/27779235.

#SPJ5

What is the order greatest to least, a b or c?

Answers

The Andes is b I think
The answer is b because it’s the greatest

Two sides of a triangle have the same length. The third side measures m less than twice the common length. The perimeter of the triangle is m. What are the lengths of the three​ sides?

Answers

Answer:

The length of the first side of a triangle = 6 m

The length of the second side of a triangle = 6 m

The length of the third side of a triangle = 9 m

Step-by-step explanation:

The complete question is: Two sides of a triangle have the same length. The third side measures 3 m less than twice the common length. The perimeter of the triangle is 21 m. What are the lengths of the three​ sides?

We are given that two sides of a triangle have the same length. The third side measures 3 m less than twice the common length. The perimeter of the triangle is 21 m.

Let the common length of the two sides of a triangle be 'x m'.

So, the length of the first side of a triangle = x m

the length of the second side of a triangle = x m

the length of the third side of a triangle = (2x - 3) m

As we know that the perimeter of a triangle is given by;

The Perimeter of a triangle = Sum of all sides of a triangle

                   21 m = x + x + (2x - 3)

                   21 m = 2x + 2x - 3

                   21 m = 4x - 3

                   4x = 21 + 3

                   4x = 24 m

                    x = [tex]\frac{24}{4}[/tex] = 6 m

Hence, the length of the first side of a triangle = x = 6 m

the length of the second side of a triangle = x = 6 m

the length of the third side of a triangle = (2x - 3) = 12 - 3 = 9 m

can someone help pls

Answers

Answer:

-8

Step-by-step explanation:

slope is change in y divided by change in x

slope = (12-36)/(11-8)

slope = -24/3

slope = -8

A precalculus course has 32 class meetings that last 1.75 hours each. How many minutes does the course meet in a semester. Express your answer in scientific notation.

Answers

Answer:

3.36 * 10³ minutes

Step-by-step explanation:

If one pre calculus class lasts 1.75hours

32 class meetings will last 32*1.75 = 56 hours

Hence the number of hours that the precalculus meets in the semester is 56 hours. In order to know the number of minutes the same class meet, we will convert 56 hours to minutes.

Since 1 hour = 60 minutes

56hours = (56*60) minutes

56hours = 3360 minutes

Expressing 3360 in scientific notation means expressing it in exponential form.

3360 = 3.36 * 10³ minutes

Hence the precalculus class meets for  3.36 * 10³ minutes in a semester.

6.2megagrams/hectoliter to kilograms/deciliter

Answers

Answer:

6.2 kilograms/ deciliters

Step-by-step explanation:

megagrams to kilograms

1 megagram = 1000 kilograms

hectoliter to deciliter

1 hectoliter = 1000 deciliter

Using conversion factors

6.2megagrams      1000 kilgrams         1 hectoliter

---------------------- * ----------------------- * -------------------------

hectoliter                  1 megagram       1000 deciliters

Canceling like terms

6.2 kilograms/ deciliters

Answer:

[tex]\Large \boxed{\mathrm{6.2 \ kilograms/deciliter}}[/tex]

Step-by-step explanation:

1 megagram = 1000 kilograms

6.2 megagrams = x (kilograms)

Cross multiplying.

x = 1000 × 6.2

x = 6200

6.2 megagrams = 6200 kilograms

1 hectoliter = 1000 deciliters

[tex]\displaystyle \sf \frac{6200 \ kilograms}{1 000\ deciliters }[/tex]

[tex]\displaystyle \frac{6200}{1000} =6.2[/tex]

6.2 megagrams/hectoliter = 6.2 kilograms/deciliter

Let a and b 2 positive real number such that a

Answers

Answer:

Proved

Step-by-step explanation:

Given

Integers: a and b

Where [tex]a < b[/tex]

Required

Show that [tex]a^n < b^n[/tex]

We start by writing out the given expression

[tex]a < b[/tex]

Then, take nth root of both sides

[tex]a^n < b^n[/tex]

For instance:

Let a = 2,  b = 2 and n = 4

First

Since [tex]2 < 3[/tex]

Then

[tex]2^4 < 3^4[/tex]

[tex]16 < 81[/tex]

Proved

This is so for all positive values of a,b and n where a < b

Draw and label. Two points, J and K.

Answers

Answer:

  see attached

Step-by-step explanation:

It usually works to follow instructions. Here are your two points.

Help me please thank y’all

Answers

Answer:

30°

Step-by-step explanation:

60+60+2x=180

120+2x=180

2x=180-120

2x=60

x=30°

Matthew goes hiking every 12 days and swimming every nine days he did both kinds of exercise today how many days from now will you go both hiking and swimming again

Answers

Answer:

3 days

Step-by-step explanation:

hiking = every 12 days = 1 day

swimming = every 9 days = 1 day

today = he did both exercise = 1 day

find:

how many days from now will you go both hiking and swimming again?

= 3 days

Somebody please help me

Answers

Answer:

find the area of two triangles and subtract them.

Triangle 1 = 1/2 x 20 x 20 = 200

Triangle 2 = 1/2 x 15 x 10 = 75

Area of shaded region: 200 - 75 = 125

The answer is F. 125

can earn 5 coins
Andrew is starting his own snow plowing business. Andrew has calculated that he needs to earn
$500 per week to support his family. If he knows he will only be able to work 50 hours per week,
what is the minimum amount of dollars per hour will he need to charge his customers?

Answers

Answer:Ten dollars per hour

Step-by-step explanation:

50 hour =500 dollars

1 hour = ?

Using the criss cross method we multiply one hour by five hundred dollars and divide by fifty dollars.

?=(1 hour×500 dollars)/50 hour

?= 500 dollars/50

?=10 dollars per hour

Okay, last question! thank you for helping btw! B is the midpoint of AC if AB =3x-2 and BC= 6x-5 Find AC.

Answers

Answer:

9x-7

Step-by-step explanation:

AB =3x-2

BC= 6x-5

AC=AB+AC

AC=(3X-2)+(6X-5)

AC=3X-2+6X-5

AC=3X+6X-2-5

AC=9X-7

In ΔDEF, the measure of ∠F=90°, DE = 82 feet, and EF = 55 feet. Find the measure of ∠E to the nearest tenth of a degree.

Answers

Answer:

< E = 42.1° is the answer

Find the general solution of the differential equation. (Use C for the constant of integration.) dy dx = 36 − 12x2 x3 − 9x + 3

Answers

Answer:

[tex]y = -4ln(x^3 - 9x + 3) + C\\[/tex]

Step-by-step explanation:

Given the differential equation [tex]\frac{dy}{dx} = \frac{36-12x^2}{x^3-9x+3}\\ \\[/tex], we will use the variable separable method to solve the differential equation as shown;

[tex]\frac{dy}{dx} = \frac{36-12x^2}{x^3-9x+3}\\ \\dy = \frac{36-12x^2}{x^3-9x+3}dx\\ \\\\\\integrate \ both \ sides\\\\\int\limits dy = \int\limits\frac{36-12x^2}{x^3-9x+3}dx\\ \\\\using\ substitution\ method \ to \ solve \ RHS\\\\\int\limits\frac{36-12x^2}{x^3-9x+3}dx\\\\let \ u = x^3-9x+3; du/dx = 3x^2-9\\\\dx = du/3x^2-9\\\\\int\limits\frac{36-12x^2}{x^3-9x+3}dx\\\\ = \int\limits\frac{36-12x^2}{u}*\frac{du}{3x^2-9} \\\\= \int\limits\frac{12(3-x^2)}{u}*\frac{du}{3(x^2-3)}\\\\[/tex]

[tex]= \int\limits\frac{-12(x^2-3)}{u}*\frac{du}{3(x^2-3)}\\\\= -4\int\limits \frac{du}{u}\\ = -4lnu + C\\= -4ln(x^3 - 9x + 3)[/tex]

The differential solution becomes:

[tex]y = -4ln(x^3 - 9x + 3)[/tex][tex]+C[/tex]

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Before thezoo opened, he picked up rocks and quietly put them in a pile. Once the zoo opened, he threw them at people. Heseemed angry at the people watching. He tried to hit people only, not other chimpanzees. Scientists weresurprised by what Santino did. They say that this shows that apes can think about the future.Do It!Santino had amealBpartyC planDmeeting The ____ group manages investigations and conducts forensic analysis of systems suspected of containing evidence related to an incident or a crime. Group of answer choices In which of these cases can we use the Law of Sines to solve the triangle? a. ASA b. SSA c. SAS d. SSS After you get a haircut, your hair grows long again. Why does your hair grow even after when you cut it. Melinda is writing an essay about the role of government in regulating large oil companies. If Melinda wants to convey a tone of disappointment, which sentence would best begin her essay As the space shuttle orbits the Earth, the shuttle and the astronautsaccelerate towards the Earth with the same acceleration. What effect doesthis create? What do you think you would see if you could look inside the cell of an organism? What structures do you think you might observe? If a container were to have 24 molecules of C5H12 and 24 molecules of O2 initially, how many total molecules (reactants plus products) would be present in the container after this reaction goes to completion Find the density of a substance thats had a volume of 24.7mL and a mass of 49.1g. Give the answer with two decimals. Which evidence from the Newsela article "Health Benefits of Reading, Writing, Are Not Just for Patients" best supports the inferencethat reading fiction can be very beneficial to personal relationships?"Because we empathize, or feel what others are feeling, we expand our understanding of other people in other situations.We are also less bothered by our own misfortunes.""Trying to understand these characters exercises the same mental muscle that helps us understand people in the realworld.""Because when people are reading fiction, they are imagining what it is like to be in these stories, Mar says.""Harper says doctors who read stories are more understanding and therefore, more compassionate or caring, more willingto listen to their patients' stories." A 2-column table with 4 rows. Column 1 is labeled Store with entries A, B, C, D. Column 2 is labeled Unit price (per loaf) with entries 1 dollar and 98 cents, 1 dollar and 95 cents, 2 dollars and 1 cent, 2 dollars and 2 cents. From which store should Camillo buy bread to get the best price? Store A Store B Store C Store D 20 Points! What are Daisy Buchanans traits and conflicts from The Great Gatsby? People have _____ wants but resources are _____ so they must make decisions. When someone has to make a decision all of their options are called _____ but the second best option that they most want after their first choice is called _____. PLEASE HELP ME I'LL MAKE YOU BRAINLIEST!!!! In 1972, federal vehicle emission standards 3.4 grams hydrocarbons released per mile driven. By 2007, the standards allowed only 0.8 grams hydrocarbons per mile driven. What was the rate of change from 1972 to 2007? Please show work thank you