EBK INTRODUCTION TO PROBABILITY AND STA
EBK INTRODUCTION TO PROBABILITY AND STA
14th Edition
ISBN: 9781133711674
Author: BEAVER
Publisher: CENGAGE LEARNING - CONSIGNMENT
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Question
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Chapter 12.5, Problem 12.28E

a)

To determine

To construct a scatter plot.

a)

Expert Solution
Check Mark

Explanation of Solution

Given:

The data is,

    StudentPosttestFinal Exam
    110098
    29697
    38888
    4100100
    5100100
    69678
    78068
    86847
    99290
    109694
    118884
    129293
    136857
    148484
    158481
    168883
    177284
    188893
    197257
    208883

Calculation:

Following is the scatter plot:

  EBK INTRODUCTION TO PROBABILITY AND STA, Chapter 12.5, Problem 12.28E , additional homework tip  1

The assumption of linearity holds in the scatter plot.

b)

To determine

To find regression equation.

b)

Expert Solution
Check Mark

Answer to Problem 12.28E

  Final exam= 26.8215+1.2617×Posttest

Explanation of Solution

Given:

The data is,

    StudentPosttestFinal Exam
    110098
    29697
    38888
    4100100
    5100100
    69678
    78068
    86847
    99290
    109694
    118884
    129293
    136857
    148484
    158481
    168883
    177284
    188893
    197257
    208883

Calculation:

Using excel,

  EBK INTRODUCTION TO PROBABILITY AND STA, Chapter 12.5, Problem 12.28E , additional homework tip  2

The regression equation is,

  Final exam= 26.8215+1.2617×Posttest

c)

To determine

To explain if data present sufficient evidence to indicate that final exam score is linearly related to the posttest score.

c)

Expert Solution
Check Mark

Answer to Problem 12.28E

Data present sufficient evidence to indicate that final exam score is linearly related to the posttest score.

Explanation of Solution

Given:

The data is,

    StudentPosttestFinal Exam
    110098
    29697
    38888
    4100100
    5100100
    69678
    78068
    86847
    99290
    109694
    118884
    129293
    136857
    148484
    158481
    168883
    177284
    188893
    197257
    208883

Calculation:

Using excel,

  EBK INTRODUCTION TO PROBABILITY AND STA, Chapter 12.5, Problem 12.28E , additional homework tip  3

The p-value = 6.22E-07 < 0.05 hence rejecting null hypothesis. Hence, data present sufficient evidence to indicate that final exam score is linearly related to the posttest score.

d)

To determine

To find the 99% confidence interval for slope of the regression equation.

d)

Expert Solution
Check Mark

Answer to Problem 12.28E

the 99% confidence interval for slope of the regression equation= (0.7767,1.7468)

Explanation of Solution

Given:

The data is,

    StudentPosttestFinal Exam
    110098
    29697
    38888
    4100100
    5100100
    69678
    78068
    86847
    99290
    109694
    118884
    129293
    136857
    148484
    158481
    168883
    177284
    188893
    197257
    208883

Calculation:

Using excel,

    Regression output confidence interval
    variables coefficients std. error t (df=18) p-value 99% lower 99% upper
    Intercept-26.8215 14.7603 -1.817 .0859-69.3083 15.6652
    Posttest1.2617 0.1685 7.487 6.22E-070.7767 1.7468

Confidence interval = (0.7767,1.7468)

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Chapter 12 Solutions

EBK INTRODUCTION TO PROBABILITY AND STA

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