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Varvara68 [4.7K]
3 years ago
14

your classmate is starting a new fitness program. he is planning to ride his bicycle 60 minutes every day. he burns 7 calories p

er minute bicycling at 11 mph and 11.75 calories per minute bicycling at 15 mph. how long should he bicycle at each speed to burn 600 calories per hour?
Mathematics
1 answer:
gladu [14]3 years ago
6 0
Oh, I like this problem! Let's see what information we have here!

He burns, 7 cal/min when bicycling at 11 miles/hour

He burns, 11.75 cal/min when bicycling at 15 miles/hour 

There is one notable problem here! The problem is in bold, and underlined. We have different units of time. We'll need to convert the cal/min into cal/hour. (Keep in mind we could instead convert the mph into mpmin, but that would lead to using much larger numbers making the problem a bit harder) 

7.00 cal/min * (60 min / 1 hour) = 420 cal/hour

11.75 cal/min * (60 min / 1 hour) = 705 cal/hour

Let me quickly explain how I got the following conversion rate of 60min/1 hour. (Specifically how I knew it should be multiplied by 60 and not divided. Keep in mind that while in this problem it's obvious in others it isn't, so it'd be a good idea to know this!) 

It'd be a good idea to do what I'm about to tell you to help you visualize this. Take a piece of paper, and write this: 

7 cal
1 min

With a line between it. (Basically you are making a fraction... so 7/1) 

In a problem where you want to convert to a different unit you will need to cancel that unit out. Canceling a unit out is very similar to canceling a variable out of the problem, or say canceling out 3/3 because it's 1. You simply need it to be over itself. So you look at the position of the variable you want to change and put it in the numerator or denominator of the conversion fraction depending on where it is currently. (If it's in the numerator then the conversion fraction will have it in the denominator!)
Once you find the place you need to put your current units you then put the unit you want to convert to!

(7 cal / 1 min) * (X min / Y hour)

You'll have to remember the conversion rates yourself, but if you ever end up converting to certain units like Kilogram, or a Microgram. The smaller unit is almost always the one that will have a value other than 1. (Remember that conversion rates always have a ratio of 1 to some number. Making them easy to work with. In the case of minutes to hours. There are 60 minutes in 1 hour) Once you work out the problem you'll "replace" the unit you canceled out with the one you found. In this case it is the hours. 

(7 cal / 1 min) * (60 min / 1 hour) = 7 * 60 = 420 cal/hours. 

420 cal/hour = 11.00 mph
705 cal/hour = 15.00 mph

In the following problem I'll drop the units for now to make it less cramped, but I'd recommend you do not do this. I'm just doing it to make it easier to understand for you, because it is much more difficult to absorb information on a screen from someone else than what you yourself have figured out and have written out. 

(Every number should have cal/hour)
420x + 705y = 600

x represents the number of hours biking at 11.00 mph.
y represents the number of <span>hours </span>biking at 15.00 mph.

We stated above that each of the cal/hour have a number which they are equal to. We can use this to create another equation, which will look very similar with the "same" variables used. 
<span />
I realized this after I got the answer that I overlooked one simple part of the problem that makes this a whole lot easier! My apologies if this frustrates you, but it is a part of math. 

In this problem we need a way to substitute in that 1 hour is our time limit. So we need an equation that denotes 1 hour.

x + y = 1

Remember x and y both represent our time. So this is simply stating x and y added together will equal 1 (hour). 

Solve for x. 

x = 1 - y

Substitute in for x.

420x + 705y = 600
420 (1 - y) + 705y = 600
420 - 420y + 705y = 600
420 + 285y = 600
285y = 180

y = 180/285 = 0.6316

Use the fraction when substituting the value into solve, because the decimal is rounded!. 
420x + 705 (180/285) = 600
420x = 600 - 705 (180/285)
x = (600 - 705 (180/285)) / 420

x = 0.3684

So our ACTUAL answer is he will bike 11.00 mph for 0.3684 hours, and 15.00 mph for 0.6316 hours!
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Answer:

The error sum of squares is SSE=12.97

The regression sum of squares is SSR=6.430

The total sum of squares is SST=19.4

Step-by-step explanation:

Linear regression is a way "to modeling the relationship between a scalar response (or dependent variable) and one or more explanatory variables (or independent variables)".

Regression estimates are "used to describe data and to explain the relationship between one dependent variable and one or more independent variables"

The linear model is given by the following equation Y=mx +b, where y is the dependent variable, x the independent variable, m the slope and b the intercept.

For this case we have the following info given:

\sum_{i=1}^n (x_i -\bar x)^2 =98775

\sum_{i=1}^n (y_i -\bar y)^2 =19.4

\bar x =26.36

\bar y =0.5188

n= 40  represent the sample size

\sum_{i=1}^n (x_i -\bar x)(y_i -\bar y) =796.94

The total sum of squares is given by this formula:

SST= \sum_{i=1}^n (y_i -\bar y)^2 =19.4

And from the formulas for a simple regression, we need to calculate the slope for the regression like this:

m=\frac{\sum_{i=1}^n (x_i -\bar x)(y_i -\bar y)}{\sum_{i=1}^n (x_i -\bar x)^2}

And if we replace the values given we have:

m=\frac{796.94}{98775}=0.008068

We have another useful equation in order to find the sum of squares for the regression, given by:

SSR=m* \sum_{i=1}^n (x_i -\bar x)(y_i -\bar y)=0.008068*796.94=6.430

And we know this equivalence:

SST= SSR+SSE

And solving for the sum of squares for the error we have:

SSE=SST-SSR=19.4-6.430=12.97

So then we have the final solutions:

The error sum of squares is SSE=12.97

The regression sum of squares is SSR=6.430

The total sum of squares is SST=19.4

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