MATLAB: An Introduction with Applications
MATLAB: An Introduction with Applications
6th Edition
ISBN: 9781119256830
Author: Amos Gilat
Publisher: John Wiley & Sons Inc
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1. While there is no direct scientific measure of stress, some physical properties of the body that are believed to be related to stress include pulse rate, blood pressure, breathing rate, brain waves, muscle tension, skin resistance and body temperature. Some researchers claim that music can be relaxing and therefore can reduce stress. Fifteen patients who claim to be suffering from job related stress were selected at random. The resting pulse rate (in beats per minute) was obtained before each person participated in a month-long, music-listening, relaxation-therapy program. The resting pulse rate was also taken after the relaxation-

therapy program ended.a Let µ1 denote the resting pulse rate of stressed individuals after

taking the relaxation-therapy program and let µ2 denote the resting pulse rate of stressed individuals before taking the relaxation-therapy program. Also let µD = µ1 − µ2. Tables 1 and 2 present the descriptive statistics and the Shapiro-Wilk normality test for the difference (After − Before) in resting pulse rat

(a) Test, at the 1% level of significance, whether the relaxation-therapy program is effective in reducing the resting pulse rate for stressed individuals. Make sure you show all your workings in the 6 steps below.

Step 1

 

 

 

 

Step 2

 

 

 

Step 3

 

 

 

Step 4

 

 

 

Step 5

 

 

Step 6

 

 

 

(b) Calculate the 95% confidence interval for µD.

 

Table 1: Descriptive Statistics
Descriptives
Statistic
Std. Error
Difference
Mean
-6.0000
2.02367
95% Confidence Interval
Lower Bound
-10.3403
for Mean
Upper Bound
-1.6597
5% Trimmed Mean
-5.7778
Median
-7.0000
Variance
61.429
Std. Deviation
7.83764
Minimum
-21.00
Maximum
5.00
Range
26.00
Interquartile Range
9.00
Skewness
.313
.580
Kurtosis
-.221
1.121
Table 2: Tests of Nomality
Tests of Normality
Kolmogorov-Smirnov
Shapiro-Wilk
Statistic
df
Sig.
Statistic
df
Sig.
Difference
.151
15
200
935
15
319
*. This is a lower bound of the true significance.
a. Lilliefors Significance Correction
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Transcribed Image Text:Table 1: Descriptive Statistics Descriptives Statistic Std. Error Difference Mean -6.0000 2.02367 95% Confidence Interval Lower Bound -10.3403 for Mean Upper Bound -1.6597 5% Trimmed Mean -5.7778 Median -7.0000 Variance 61.429 Std. Deviation 7.83764 Minimum -21.00 Maximum 5.00 Range 26.00 Interquartile Range 9.00 Skewness .313 .580 Kurtosis -.221 1.121 Table 2: Tests of Nomality Tests of Normality Kolmogorov-Smirnov Shapiro-Wilk Statistic df Sig. Statistic df Sig. Difference .151 15 200 935 15 319 *. This is a lower bound of the true significance. a. Lilliefors Significance Correction
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