In: Statistics and Probability
A certain pen has been designed so that true average writing lifetime under controlled conditions (involving the use of a writing machine) is at least 10 hours. A random sample of 20 pens is selected, the writing lifetime of each is determined, and a normal probability plot of the resulting data supports the use of a one-sample t test. (a) What hypotheses should be tested if the investigators believe a priori that the design specification has been satisfied?
(b) What conclusion is appropriate if the hypotheses of part (a) are tested, t = −2.3, and α = 0.05? [Round your P-value to three decimal places.] State the conclusion in the problem context.
(c) What conclusion is appropriate if the hypotheses of part (a) are tested, t = −1.8, and α = 0.01? [Round your P-value to three decimal places.] State the conclusion in the problem context.
(d) What conclusion is appropriate if the hypotheses of part (a) are tested, t = −3.6, and α = 0.01? (Round your P-value to three decimal places.) State the conclusion in the problem context.
: true average writing lifetime under controlled conditions
(a) Null hypothesis : Ho : true average writing lifetime under controlled conditions 10 hours ; 10
Alternate Hypothesis : Ha : true average writing lifetime under controlled conditions < 10 hours ; < 10
(b)
sample size : n= 20;
Degrees of freedom = n-1 =20-1=19
t = −2.3, and α = 0.05
For left tailed test :
As P-Value i.e. is less than Level of significance i.e
(P-value:0.0165 < 0.05:Level of significance); Reject Null
Hypothesis
There is sufficient evidence to conclude that the true average
writing lifetime under controlled conditions < 10
hours
(c)
sample size : n= 20;
Degrees of freedom = n-1 =20-1=19
t = −1.8, and α = 0.01
For left tailed test :
As P-Value i.e. is greater than Level of significance i.e
(P-value:0.0439 > 0.01:Level of significance); Fail to Reject
Null Hypothesis
There is not sufficient evidence to
conclude that the true average writing lifetime under controlled
conditions < 10 hours
(d)
sample size : n= 20;
Degrees of freedom = n-1 =20-1=19
t = −3.6, and α = 0.01
For left tailed test :
As P-Value i.e. is less than Level of significance i.e (P-value:0.001 < 0.01:Level of significance); Reject Null Hypothesis
There is sufficient evidence to conclude that the true average writing lifetime under controlled conditions < 10 hours