In: Statistics and Probability
Does delaying oral practice hinder learning a foreign language?
Researchers randomly assigned 23 beginning students of Russian to
begin speaking practice immediately and another 23 to delay
speaking for 4 weeks. At the end of the semester both groups took a
standard test of comprehension of spoken Russian. Suppose that in
the population of all beginning students, the test scores for early
speaking vary according to the N(29, 6) distribution and scores for
delayed speaking have the N(28, 3) distribution.
(a) What is the sampling distribution of the mean score x in the
early speaking group in many repetitions of the experiment? (Round
your answers for s to two decimal places.)
Mean =
1.3
Incorrect: Your answer is incorrect.
s =
What is the sampling distribution of the mean score y in the
delayed speaking group?
Mean =
s =
(b) If the experiment were repeated many times, what would be
the sampling distribution of the difference y - x between the mean
scores in the two groups? (Round your answer for s to two decimal
places.)
Mean =
s =
(c) What is the probability that the experiment will find
(misleadingly) that the mean score for delayed speaking is at least
as large as that for early speaking? (Round your answer to four
decimal places.)
Consider the variables,
X1 : Score for early speaking.
X2 : Score for delayed speaking.
From the information
a) n1 : number of students in early speaking group.
n2: number of students in delayed speaking group.
Let X: Mean score for early speaking.
Y : mean score for delayed speaking.
By using result
If then sampling distribution of mean is
Hence sampling distribution of mean score X for early speaking group is
Mean = 29 and Variance = 6/23 and standard deviation S1 = 0.5108
Mean = M1 = 29
Standard Deviation = S1=0.5108
and
sampling distribution of mean score Y for delayed speaking group is
Mean = 28 and Variance = 3/23 and standard deviation S1 = 0.3612
Mean = M2 = 28
Standard Deviation = S2=0.3612
b) Y- X : Difference between mean score for two groups.
The sampling distribution of Y- X is
Mean( Y- X) = M2- M1 = 28 -29 = -1
Var(Y-X) = S12 + S22 = 6/23 + 3/23 = 0.3913
Standard deviation (Y-X) = sqrt(0.3913) = 0.6255
c) Required Probability = P ( Y - X > 0)
= P ( Z > 1.5987) since Z = (( Y-X) - E(Y-X)) / SD(Y-X) ~ N(0,1).
From normal probability table
P( Z > 1.5987) = 0.0549
P ( Mean score for delayed speaking is at least as large for that of early speaking) = 0.0549.