In: Statistics and Probability
Two researchers, working independently, conduct the same
hypothesis test with different samples. Each uses a significance
level of 3%. The first researcher’s sample has a P-value of 0.7%;
the second researcher’s sample has a P-value of 4.53%.Select the
true statement(s) below. There may be more than one correct answer,
you must have all correct answers in order to receive credit.
A. The first researcher's sample provides stronger
evidence against the null hypothesis.
B. The first researcher would fail to reject the
null hypothesis.
C. The second researcher would fail to reject the
null hypothesis.
D. The second researcher's sample provides
stronger evidence against the null hypothesis.
E. The second researcher would conclude that the
null hypothesis is true.
F. The first researcher would conclude that the
null hypothesis is true.
G. The first researcher would reject the null
hypothesis.
H. The second researcher would reject the null
hypothesis.
If the psychic truly has ESP, then she should be correct more than 20% of the time, meaning p>0.20p>0.20. This hypothesis was tested using a significance level of α=5α=5%.
The psychic was shown 240 cards, and identified the correct symbol 51 times. Assume this can be treated as a Simple Random Sample.
For all samples of size 240, the sample proportions p^p^ have a Standard Deviation of
The value test statistic for this sample is z =
Correct option is:
A. The first researcher's sample provides stronger evidence against the null hypothesis.
C. The second researcher would fail to reject the null hypothesis.
G. The first researcher would reject the null hypothesis.
2)
null Hypothesis: Ho: p | = | 0.200 | |
alternate Hypothesis: Ha: p | > | 0.200 | |
for 0.05 level with right tailed test , critical z= | 1.645 | ||
Decision rule : reject Ho if test statistic z > 1.645 | |||
sample success x = | 51 | ||
sample size n = | 240 | ||
std error se =√(p*(1-p)/n) = | 0.0258 | ||
sample proportion p̂ = x/n= | 0.2125 | ||
test stat z =(p̂-p)/√(p(1-p)/n)= | 0.48 |
from above p^ have a Standard Deviation =0.0258
The value test statistic for this sample is z = 0.48