Question

In: Statistics and Probability

In hypothesis testing, which hypothesis do we test? Experimental Research       Alternative    Null As part...

  1. In hypothesis testing, which hypothesis do we test?
    1. Experimental
    2. Research    
    3.   Alternative
    4.    Null
  2. As part of your research, you have developed the following hypothesis to test: “there will be no association between residents’ socioeconomic status and level of education”. What type of hypothesis is this?
    1. One tailed   
    2.   Alternative   
    3. Directional    
    4. Two tailed
  3. What do we call the situation where we believe there is a genuine effect in our population when in fact there is not?
    1. Type II error
    2. Type I error    
    3. Standard error     
    4. Type III error
  4. An independent t-test is used to identify:

A. Difference in means between groups containing different people when the data are normally distributed, have equal variances and data are at least interval.

B. Difference in means between groups containing different people when the data are not normally distributed, or have unequal variances.

C. Difference in means between groups containing the same people when the data are normally distributed, have equal variances and data are at least interval.

D. Difference in means between groups containing different people when the data are not normally distributed or have unequal variances.

  1. A dependent t-test is used to identify:

a. Difference in means between groups containing different people when the data are normally distributed have equal variances and data are at least interval.

b. Difference in means between groups containing different people when the data are not normally distributed or have unequal variances.

c. Difference in means between groups containing the same people when the data are normally distributed have equal variances and data are at least interval.

d. Difference in means between groups containing different people when the data are not normally distributed or have unequal variances.

  1. A repeated-measures design (matched-pairs) would be appropriate for which of the following situations?

a. A researcher would like to study the effect of advanced training on sales figures.

b. A researcher would like to compare individuals from at least two populations.

c. The effect of a new initiative is studied in a small group of individuals with rare skills.

d. Both a and b.

  1. Which of the following is an independent-measures design?

a. All participants perform in every condition

b. Each participant is tested twice, once in each condition

c. Different participants perform in each condition

d. None of the above

Solutions

Expert Solution

In hypothesis testing, which hypothesis do we test

Answer : Alternative

As part of your research, you have developed the following hypothesis to test: “there will be no association between residents’ socioeconomic status and level of education”. What type of hypothesis is this?

Answer : Directional    

What do we call the situation where we believe there is a genuine effect in our population when in fact there is not?

Answer Type I error

An independent t-test is used to identify:

Amswer : Difference in means between groups containing different people when the data are not normally distributed or have unequal variances.

A dependent t-test is used to identify:

Answer). Difference in means between groups containing the same people when the data are normally distributed have equal variances and data are at least interval.

A repeated-measures design (matched-pairs) would be appropriate for which of the following situations?

a. A researcher would like to study the effect of advanced training on sales figures.

Answer. Both a and b.

Which of the following is an independent-measures design?

Answer. All participants perform in every condition


Related Solutions

Why do we test the null hypothesis and not our research hypothesis?
Why do we test the null hypothesis and not our research hypothesis?
a. Which hypothesis, the null or the alternative, is the status-quo hypothesis? Which is the research...
a. Which hypothesis, the null or the alternative, is the status-quo hypothesis? Which is the research hypothesis?
In hypothesis testing, we can reject a. the null hypothesis. b. the alternative hypothesis. c. both...
In hypothesis testing, we can reject a. the null hypothesis. b. the alternative hypothesis. c. both the null and the alternative hypotheses. d. neither the null and the alternative hypotheses.
in hypothesis testing if the null hypothesis is rejected -the alternative hypothesis is likely to be...
in hypothesis testing if the null hypothesis is rejected -the alternative hypothesis is likely to be true - no conclusions can be drawn from the test -the data must have been accumulated incorrectly -the sample size has been to small
The objective of hypothesis testing is to reject the null hypothesis. How do we use the...
The objective of hypothesis testing is to reject the null hypothesis. How do we use the P-value to accomplish this goal? Describe the difference between One-way versus Two-way ANOVA and provide an example of each.
Please explain null versus alternative hypothesis (statistics hypothesis testing). Which is the pessimistic one?
Please explain null versus alternative hypothesis (statistics hypothesis testing). Which is the pessimistic one?
Two key concepts in hypothesis testing are the null and the alternative hypothesis. Formulating the hypothesis...
Two key concepts in hypothesis testing are the null and the alternative hypothesis. Formulating the hypothesis test in the right manner, i.e. by correctly formulating null and alternative hypothesis is the first step towards solving the problems in the right manner. How do we represent these concepts tl (i.e. what abbreviation we use to denote null and alternative hypothesis)?
Develop a null and alternative hypothesis for a test of whether or not there is a...
Develop a null and alternative hypothesis for a test of whether or not there is a statistically significant relationship between the variables and find the descriptive statistics on the three relevant variables in the table. Highlight the means, standard deviations, and observations. (IN EXCEL PLEASE) TABLE C9-1: House & Holmes Appraisal Values by Appraised Home in $000s + Total Homes on Market Home House Appraisal Holmes Appraisal Total Homes on Market 1 235 228 161 2 210 205 179 3...
1) What is a hypothesis, a hypothesis test, a null hypothesis and an alternative hypothesis? 2)...
1) What is a hypothesis, a hypothesis test, a null hypothesis and an alternative hypothesis? 2) What is a P-value, critical value and a test statistic? Provide an example of each and describe how they are used to test claims. 3) When conducting a hypothesis test, what is the difference between the P-value method and the critical-value method? 4) List and explain all the steps for performing a hypothesis test. Directions: write the finding of these questions in a short...
Suppose we want to test the null hypothesis H0 : p = 0.28 against the alternative...
Suppose we want to test the null hypothesis H0 : p = 0.28 against the alternative hypothesis H1 : p ≠ 0.28. Suppose also that we observed 100 successes in a random sample of 400 subjects and the level of significance is 0.05. What are the critical values for this test? a. -1.96 and 1.96 b. 0.05 and 0.01 c. -1.39 and 1.39 d. -1.6449 and 1.6449
ADVERTISEMENT
ADVERTISEMENT
ADVERTISEMENT