Suppose that you are working for an automobile manufacturing company. The company president (your instructor) wants to know the following:
1. The approximate number of new passenger
cars that will be sold in the United States
in the year 2010.
2. The year in which the sale of new passenger cars will decline to 8 million.
3. The average decrease in the number of new
passenger cars sold in the United States
per year.
You will be assigned a group to complete this report. Each group will present its results to the company president and the board of directors (the class) in a 10 minute or less talk.
The U.S. Bureau of the Census releases information about the United States in an annual publication called the Statistical Abstract of the United States. This publication is available both online and in print form and contains information gathered from a variety of sources, including the American Automobile Manufacturers Association and Ward's Communications. Using information from one of these sources, find the latest data available on new-car sales.
Part I
Complete the following exercises to help you justify your answers to the preceding questions:
1. Use data from the lastest four years. Let
x
= the number of years after the earliest of the
four years and
N(x)
= the number of new passenger cars. (For example, if the earliest year
is
1995, then x = 0 for 1995,
x
= 1 for 1996, and x = 2 for 1997.) Complete the table of values
for the independent variable
x
and the dependent variable
N(x).
2. Graph the four coordinate pairs found in
the table in exercise 1. Do the points appear to lie
on a straight line?
3. Using the four data points two at a time,
we can determine six different pairs of points.
List the six pairs.
4. Write an equation of a line through
each pair of points. Name the six equations as N1(x),
N2(x),
N3(x),
N4(x),
N5(x),
and N6(x).
5. Graph N1(x). On the same graph, plot and label the four coordinate points in exercise 1.
6. Complete the following table.
Note that column three is determined by substituting values
of x in column
one into the function N1(x).
| Number of years after _____
x |
Number of new automobiles
in thousands
N(x) |
Estimated number of new automobiles
|
Difference between estimate
and given value
|
| Total Difference |
7. Repeat exercises 5 and 6 five times replacing
N1(x),
with N2(x),
N3(x),
N4(x),
N5(x),
and N6(x).
8. Compare the total differences from the
six tables. The equation that results in the least total
difference may be considered
the line of best fit. Statisticians use a similar, but more
complicated, process to determine
a line of best fit. State the equation that you determined
to be the line of best fit.
9. Use the equation from exercise 8 to predict the answer to the president's questions.
Part II
The TI-83 Plus has built-in statistical features to find the best-fitting line, called a linear regression line. In 5.4 Calculator Exercises, we used this feature to write an equation for two points. In order to use this feature for more than two points, you will need to enter the values of x in L1 and the corresponding values of N(x) in L2. Be sure that the pairs of numbers match in the two lists. Then calculate LinReg (ax + b).
1. Write an equation for N7(x) by using this statistical feature.
2. Repeat exercise 6 in Part I replacing N1(x) with N7(x).
3. Would you consider N7(x)
to be a better fit to the data than the equation found in Part I?
If so, why?
4. Use the information that you have gathered to predict the answers to the president's questions.
Part III
In this project we will use the TI-83 Plus
with a Ranger program and a Claculator Based Ranger
(CBR) to collect data involving the relationship
of distance walked with respect to time walked.
In order to run the Ranger program,
a. Connect the CBR to the TI-83 Plus.
b. Under programs select RANGER.
c. Under the MAIN MENU select 2: SETUP/SAMPE.
d. With the up or down arrow key
select a line and press ENTER to change the settings. When the
settings are correct,
arrow to the top of the page and press ENTER to start. The screen settings
should read as shown:
REALTIME: YES
TIME(S): 15
DISPLAY:DIST
BEGIN ON: [ENTER]
SMOOTHING: NONE
UNITS: FEET
e. Press ENTER to start the program.
f. Place the CBR on the table. On
the floor mark a distance in front of the CBR in feet beginning
with 3 feet for a distance
of 20 feet.
g. When you are ready to collect
your data, press ENTER again to start the data collection. The
CBR will begin to make
clicking noises. The calculator will collect data points for 15 seconds.
h. The calculator will display a
graph having time in seconds, T, on the horizontal axis and
distance in feet, D,
on the vertical axis.
i. When
you are ready to collect additional data, press ENTER and choose 5 for
REPEAT
SAMPLE. You will need one
person designated as a walker and one person to control the
calculator and CBR. For each
of the given situations described below, complete parts a-e.
a. On your paper, set up a table
of values to describe the situation. Use integer coordinates
{0, 1, 2, ..., 15}
for the independent variable T and determine the dependent variable
D.
b. Graph the situation.
c. Preform the situation described using the CBR, the Ranger program, and your TI-83.
d. Compare your graph to the graph on your calculator.
e. Identify the slope of the line
as either positive or negative and approximate its value. Determine
the y-intercept
of the graph. Write an equation for the line.
1. The walker should stand on the
3-foot line. When told to begin, walk away from the CBR at a
constant rate
of one foot per second for 15 seconds.
2. The walker should stand on the
20-foot line. When told to begin, walk toward the CBR at a
constant rate of one
foot per second for 15 seconds.
3. The walker should stand on the
5-foot line. When told to begin, the walker should remain on
the 10-foot line
for 15 seconds.
Let's see how well you can predict the
graph. Sketch a graph for the following situations without
using the CBR. Then preform the situation
described and check your sketch with the calculator graph.
4. The walker should stand on the
10-foot line. When told to begin, walk at a constant rate of
one foot per second
toward the CBR for 5 seconds, remain at this position for 5 seconds,
and the walk at a constant
rate of one foot per second away from the CBR.
5. The walker should stand on the
3-foot line. When told to begin, walk at a constant rate of two foot
per second away from
the CBR for 5 seconds, remain at this position for 5 seconds, and then
continue to walk at
a constant rate of one foot per second away from the CBR.