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In: Statistics and Probability

An experiment examined the impact of THC (the active ingredient in marijuana) on various physiological and...

An experiment examined the impact of THC (the active ingredient in marijuana) on various physiological and psychological variables. The study recruited a sample of 18 young adults who were habitual marijuana smokers. Subjects came to the lab 3 times, each time smoking a different marijuana cigarette: one with 3.9% THC, one with 1.8% THC, and one with no THC (a placebo). The order of the conditions was randomized in a double-blind design.At the start of each session, no subject reported being “high.” After smoking the cigarette, participants rated how “high” they felt, using a positive continuous scale (0 representing not at all “high”). For the placebo condition, participants reported a mean “high” feeling of 11.3, with a standard deviation of 15.5. Is there evidence of a significant placebo effect, with subject feeling significantly “high” after smoking a placebo marijuana cigarette?

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What is the appropriate statistic to test this hypothesis? What is its value?

What is the P-value for the appropriate test? Specify the distribution used and all relevant parameters.

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Expert Solution

Answer:-

Given That:-

An experiment examined the impact of THC (the active ingredient in marijuana) on various physiological and psychological variables. The study recruited a sample of 18 young adults who were habitual marijuana smokers. Subjects came to the lab 3 times, each time smoking a different marijuana cigarette: one with 3.9% THC, one with 1.8% THC, and one with no THC (a placebo). The order of the conditions was randomized in a double-blind design.At the start of each session, no subject reported being “high.”

Given that,
population mean(u)=0
sample mean, x =11.3
standard deviation, s =15.5
number (n)=18
null, Ho: μ=0
alternate, H1: μ>0
level of significance, α = 0.05
from standard normal table,right tailed t α/2 =1.74
since our test is right-tailed
reject Ho, if to > 1.74
we use test statistic (t) = x-u/(s.d/sqrt(n))
to =11.3-0/(15.5/sqrt(18))
to =3.093
| to | =3.093
critical value
the value of |t α| with n-1 = 17 d.f is 1.74
we got |to| =3.093 & | t α | =1.74
make decision
hence value of | to | > | t α| and here we reject Ho
p-value :right tail - Ha : ( p > 3.093 ) = 0.0033
hence value of p0.05 > 0.0033,here we reject Ho
ANSWERS
---------------
null, Ho: μ=0
alternate, H1: μ>0

What is the appropriate statistic to test this hypothesis? What is its value?

The appropriate statistic to test this hypothesis is t test for single mean with known sample standard deviation.
test statistic: 3.093
critical value: 1.74
decision: reject Ho

What is the P-value for the appropriate test? Specify the distribution used and all relevant parameters.

p-value: 0.0033
we have enough evidence to support the claim that significant placebo effect, with subject feeling significantly “high” after smoking a placebo marijuana cigarette.

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