# Six basic statistics questions regrading hypothesis testing

A two tailed hypothesis test is being uses to evaluate a treatment effect with o= .05. if the sample data produce a z- score of z= -2.24 what is the correct decision?

* reject the null hypothesis and conclude that the treatment has an effect

* fail to reject the null hypothesis and conclude that the treatment has no effect

* fail to reject the null hypothesis and conclude that the treatment has an effect

* reject the null hypothesis and conclude that the treatment has no effect

the critical boundaries for a hypothesis test are z= +1.96 and -1.96. if the z score for the sample data is z= -1.90, what is the correct statistical decision?

* reject H1

* reject Ho

* fail to reject Ho

* fail to reject H1

A researcher administers a treatment to a sample of participants selected from a population with u= 80. If a hypothesis test is used to evaluate the effect of the treatment which combination of factors is most likely to result in rejecting the hypothesis?

* a sample mean much different than 80 with o= .01

* a sample mean near 80 with o=.01

* a sample mean much different than 80 with o= .05

* a sample mean near 80 with o= .05

under what circumstances can a very small treatment effect still be significant

* if the standard error of M (oM) is very large

* if the sample size of (n) is very large

* if the sample standard deviation (o) is very large

* all of these factors are likely to produce significant results.

A sample of n=9 individuals is selected from a population with u= 60 and o=6, and a treatment is administered to the sample. after the treatment, the sample mean M= 63. What is the Cohen's d for this sample?

* 1.00

* 0.33

* 2.00

* 0.50

Which of the following is an accurate definition for the power of a statistical test?

* the probability of supporting a false null hypothesis

* the probability of rejecting true null hypothesis

* the probability of rejecting a false null hypothesis

* the probability of supporting true null hypothesis

https://brainmass.com/statistics/hypothesis-testing/six-basic-statistics-questions-regrading-hypothesis-testing-584651

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1. reject the null hypothesis and conclude that the treatment has an effect

2. fail to ...

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The solution gives detailed steps on explaining 6 basic statistics questions including hypothesis testing, power of test, cohen's d coefficient and so on.