Tuesday 20 August 2013

Exploring Data and Linear Equations

Exploring Data and Linear Equations

Objectives
            In this activity you will:
·         Develop and use correct mathematical vocabulary.
·         Enter the equation of a line in slope-intercept form.
o   y = mx + b
·         Calculate the slope, m, and y-intercept, b, of a line.
·         Observe and investigate the effects of m and b on the graph of a line.
o   y = mx
o   y =    x + b
·         Enter data into lists.
·         Be able to name lists.
·         Create a scatter plot of the data.
·         Find the Line of Best Fit by doing a Linear Regression on data.
·         Look at the graphs and write your conclusion as to the effect m has on the lines.
·         Use the Transformation Graphing Application to enhance your skills with slopes and y-intercepts.

Materials need:
·         TI-84+SE
·         Transformation Graphing Application

California Mathematics Standard:
            Algebra 6.0: Students will graph a linear equation and compute the x- and y-intercepts (e.g., graph 2x + 6y = -4).  They are also able to sketch the region defined by a linear inequality (e.g., sketch the graph defined by 2x + 6y < -4).


Overview:
            In this lesson, students will explore linear equations, input data into lists, create scatter plots, use an application to further explore linear equations, and use correct mathematical vocabulary in explanations and discussions.

Vocabulary:
            Cartesian coordinate system                                       Axes
            Ordered Pair                                                               Plot Points
            X-Coordinate                                                              Y-Coordinate
            Domain                                                                       Range
            Independent Variable                                                 Dependent Variable
            Abscissa                                                                      Ordinate
            Quadrants                                                                   Graphing
            Slope                                                                           Intercept
            Linear Equation                                                          Non-Linear Equation
            Standard Form                                                                        Slope-Intercept Form
            X-Intercept                                                                 Y-Intercept
            X-intercept in Ordered Pair Form                               Y-Intercept in Ordered Pair Form
            Prediction                                                                    Estimation

We will begin by going over the graphs of liner equations.  In order to graph equations on the TI-84+SE, the equations must be in slope-intercept form, y = mx + b.


Begin in Function (Func) mode and turn off any plots or equations previously turned on.
To turn off a plot, press o, use cursor keys (|~}) to move to the highlighted plot, and press Í.
To clear an equation, position the cursor anywhere in the right side of the equation, and then press


All Stat Plots are off and all equations are cleared.





Enter the equations into the o screen.  Look at the graph of Y1 = -7X; Y2 = -3X; and Y3 = -1X.
Use the r to check values.


The equations are entered           Y1 = -7x
Separately.


What effect does m have on the lines?  What would the lines look like if the slopes were positive?

     
Y2 = -3x                                         Y3 = -1x


Next, look at the graphs of
Y1 = X - 5; Y2 = X - 1; Y3 = X + 5.


      Y1 = x – 5


What effect does b have on the lines?


     
Y2 = x - 1                                       Y3 = x + 5





We will now look at data that you will enter into lists.

U. S. Life Expectancy at Birth

Birth Year
Female
Male
Combined
1940
65.2
60.8
62.9
1950
71.1
65.6
68.2
1960
73.1
66.6
69.7
1970
74.7
67.1
70.8
1975
76.6
68.6
72.6
1980
77.5
70.0
73.7
1985
78.2
71.2
74.7
1990
78.8
71.8
75.4
1995
78.9
72.5
75.8
1998
79.4
73.9
76.7
                                (2000 World Almanac, p. 891)

Questions:
  1. Which set of data will be your independent variable, or x-values?
     2.Which set of data will be your dependent variable, or y-values?

      3.Find the Minimum and Maximum values of the Domain and Range for each set of data.





Clear all lists by going to 4:ClrList d, e, f, g, h, i then press Í.
When entering the data into lists, you can use the generic L1, L2, L3, and L4.

     
Standard Headings for Lists

Or you can enter the name as a title of the list.  Go to the blank lists and enter the title of the list using only five letters.  The lists have been changed to BYEAR for Birth Year in L1, WOMEN for Female in L2, MEN for Male in L3, and COMB for Combined in L4.

     
Changed Headings for Lists

Press y, 1 to select 1:Plot1 and press [.  Turn the plot on and enter the settings as shown in the diagram.  For Xlist and Ylist, be sure to use the correct lists in which your data were entered.  Press q 9 to select 9:ZoomStat and display the plot using the data in the lists. 

     
BYEAR vs WOMEN                     StatPlot using Zoom 9.
Remember to choose different marks for each Stat Plot.

Create Plot1 for BYEAR vs WOMEN and enter as in the diagram.  Do as above.  Create Plot2 for BYEAR vs MEN.

     
BYEAR vs MEN                            StatPlot using Zoom 9.


Create Plot3 for BYEAR vs COMB and enter as in the diagram.  Do as before.


     
BYEAR vs COMB                         StatPlot using Zoom 9.






Display the three Plots by turning on all three ,’s.  What can you say about the three plots?  Do you see any trends?  Is there a consistent trend in the relationship between the birth year and women, men, and the combined data?


Turn on all Stat Plots and use Zoom 9.
Use ▫ for Women, ⁺ for Men, and . for Comb.

To find the Linear Regression Equation, go to CALC 4:LinReg(ax+b) .  Then Í…include LBYEAR, LWOMEN, Y1 Í for the linear regression equation for BYEAR vs WOMENIn the o screen, the Linear Regression Equation is entered as Y1.

     
                                                        By putting Y1 in the LinReg, the
                                                        equation will be entered into Y1

     


When you go to s, press q 9:ZoomStat.
Why would you use ZoomStat?  Could you have used another method to plot BYEAR vs WOMEN?

     





By using an application called Transformation Graphing, we will explore the slope and y-intercept of a linear equation in more depth.


Press Œ key.  Select Transfrm.  (This may have a number, letter, or nothing in front of it depending on the number of applications you have loaded).
Press any key (except y or ƒ) to install the application.


     
This is a built-in App for the TI-84+SE but can be loaded from the TI Website.

Begin in Function (Func) mode and turn off any plots or equations previously turned on.  To turn off a plot, press o, use the cursor keys (|}~) to move to the highlighted plat, and press Í.  To clear an equation, position the cursor anywhere in the right side of the equation, and then press .


Plots turned off, equations cleared.  Notice that the left-hand markings are different and note that this App will only graph one equation at a time.

Move the cursor to Y1 = , and enter A Ã B



Initial starting set up.  The only active variables in this App are A, B, C, and D.





Press s to display the plot with the app enabled.  The line Y=AX+B is displayed with the most recent values of A and B.  These values will probably have no relationship to your plot.  Enter your estimated values for the slope and y-intercept for A and B.  To enter these values, use the up and down cursor keys (} and ) to highlight either A= or B=.  Adjust the values for A and B till you have a reasonable visual model.

     
Initial set up                                  After trial and error or using a strategy
                                                        to find the equation of the line.

Questions:
  1. As the value of A increases, what happens to the graph?

     2.As the value of A decreases, what happens to the graph?


   3.Would the value of A be negative?  Why or why not?

   4.As the value of B increases, what happens to the graph?

    5.As the value of B decreases, what happens to the graph?

    6.Could the value of B be negative?  Why or why not?

    7.Looking at y = mx + b, why do you think it is called the slope-intercept form of a line?

8. What other strategy could you have used to find the equation of the line of best fit?


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