Question

In: Statistics and Probability

An ANOVA F test is an extension of a Question 1 options: two-sample z test. two-sample...

An ANOVA F test is an extension of a

Question 1 options:

two-sample z test.

two-sample t test.

two-sample test of proportions.

a factorial ANOVA.

Question 2 (2 points)

Saved

A manufacturer of infant formula is running an experiment using the standard (control) formulation and two new formulations, A and B. The goal is to boost the immune system in young children. There are 120 children in the study, and they are randomly assigned, 40 to each of the three feeding groups. The study is run for twelve weeks. The variable measured is Total IGA in mg per dl. It is measured at the end of the study, with higher values being more desirable. We are going to run a one-way ANOVA on these data. The hypotheses tested by the one-way ANOVA F test are

Question 2 options:

Ho: The mean IGA score is the same for all three formulas.

Ha: The mean IGA score is higher for both treatment groups than the control.

Ho: The mean IGA score is the same for all three formula.

Ha: The mean IGA score is not the same for at least one of the three formulas.

Ho: The mean IGA score is the same for all three formulas.

Ha: the mean IGA score is higher for at least one of the two treatment groups than the control.

Ho: The mean IGA score is the same for all three formulas.

Ha: the mean IGA score is lower for at least one of the two treatment groups than the control.

Question 3 (2 points)

Saved

At what age do babies learn to crawl? Does it take longer to learn in the winter when babies are often bundled in clothes that restrict their movement? Data were collected from parents who brought their babies into the University of Denver Infant Study Center to participate in one of a number of experiments between 1988 and 1991. Parents reported the age (in weeks) at which their child was first able to creep or crawl a distance of four feet within one minute. The resulting data were grouped by month of birth. The data are for January, May, and September.

Birth Month Average Crawling Age SD n
January 29.84 7.08 32
May 28.58 8.07 27
September 33.83 6.93 38

Crawling age is given in weeks. Assume that data are three independent SRSs, one from each of the three populations (babies born in a particular month), and that the populations of crawling ages have Normal distributions. The overall mean response is:

Question 3 options:

7.30

31.05

30.75

3.70

Question 4 (2 points)

Saved

I have three groups for which I want to perform an ANOVA. They have standard deviations s1 = 2.5, s2 = 3.4, s3 = 6.4 and the plots of the data indicate all samples are approximately Normal with no outliers. Is the ANOVA appropriate?

Question 4 options:

There is not enough information to tell.

Yes

There is too much information.

No

Question 5 (2 points)

Saved

A researcher is studying treatments for agoraphobia with panic disorder. The treatments are to be the drug Imipramine at the two doses 1.5 mg per kg of body weight and 2.5 mg per kg of body weight. There will also be a control group given a placebo. Thirty patients were randomly divided into three groups of ten each. One group was assigned to the control, and the other two groups were assigned to the two drug treatments. After twenty-four weeks on treatment, each of the subject's symptoms were evaluated through a battery of psychological tests, where high scores indicate a lessening of symptoms. Assume the data for the three groups are independent and approximately Normal with the same variance. An ANOVA F test tested the null hypothesis that there were no differences among the means for the three treatments that had a P-value less than 0.001. Which conclusion is correct?

Question 5 options:

No choice is correct.

There is strong evidence that the population mean scores for the higher dose group of 2.5 must be larger than the population mean for the lower dose group of 1.5.

There is little evidence that the three population mean scores must all be different from each other because the P-value is so small.

There is strong evidence that the three population mean scores must all be different from each other because the P-value is so small.

Solutions

Expert Solution


Related Solutions

Know when to use: 1. one sample z-test 2. paired sample test 3.one way anova test...
Know when to use: 1. one sample z-test 2. paired sample test 3.one way anova test 4. correlation 5. regression 6 chi square "Goodness of fit" test 7. chi square "Test of independnece"
Know when to use: 1. one sample z-test 2. paired sample test 3.one way anova test...
Know when to use: 1. one sample z-test 2. paired sample test 3.one way anova test 4. correlation 5. regression 6 chi square "Goodness of fit" test 7. chi square "Test of independnece"
Decide and state whether a one-sample z test, a two- sample z test, or a t...
Decide and state whether a one-sample z test, a two- sample z test, or a t test is appropriate. Whichever test you choose, state your null hypothesis, then obtain a P -value and formulate a valid conclusion. 1a.) 20 subjects who do not speak German are asked to participate in a trial for a new type of crash course in the German language. 10 subjects are randomly placed in Group A, to test the new teaching method, while the other...
Question 1 Choose from the following to answer Questions: 1 sample Z-test of μ 1 sample...
Question 1 Choose from the following to answer Questions: 1 sample Z-test of μ 1 sample T-test of μ 1 sample Z-test of p 1 sample T-test of p 2 sample Z-test of p 2 sample T-test for μ1-μ2 independent 2 sample Z-test for μ1-μ2 independent 2 sample T-test for μ1-μ2 matched pairs 2 sample T-test for p1-p2 Chi-squared test of independence Chi-squared Goodness of fit test Regression test for the slope ANOVA test for multiple means A) A Polisci...
Perform the ANOVA F-test by comparing the F ratio to the appropriate value from the F...
Perform the ANOVA F-test by comparing the F ratio to the appropriate value from the F table (use a significance level of .05). Among the different colors, is there a significant difference in mean time needed to complete the trial? do by hand, show work times to complete trial for three groups of 5 participants. Red: 9, 11, 10, 9, 15 Green: 20, 21, 23, 17, 30 Black: 6, 5, 8, 14, 7
when does Anova use thee F test
when does Anova use thee F test
In a simple linear regression model, the ANOVA F test is a test of model significance...
In a simple linear regression model, the ANOVA F test is a test of model significance (i.e. a test of whether the linear regression model is significantly better than the trivial model yi = β0 + εi). This test can be performed in another way (i.e. by the 'extra sum of squares' or ESS method considering the simple linear regression model as the 'full model' and the trivial model yi = β0 + εi as the 'reduced model'). There is...
Explain in words and equations , how the ANOVA F test and t test are essentially...
Explain in words and equations , how the ANOVA F test and t test are essentially the same. Show how MSwithin equivalent to SEM, and MSbetween equivalent to mean differences?
True or False 1) If the alternative hypothesis of an ANOVA F-test is true, we expect...
True or False 1) If the alternative hypothesis of an ANOVA F-test is true, we expect MSG to be less than MSE. test 2) An F distribution depends on two differrent degrees of freedom, one for numerator and the other for denominator. 3) If the conditional distributions in a two-way table are similar to each other, one can conclude that the two variables in the two-way table are associated. 4) In a two-way table, if the expected counts are about...
A two-sample z-test for two population proportions is to be performed using the approach. The null...
A two-sample z-test for two population proportions is to be performed using the approach. The null hypothesis is and the alternative is Use the given sample data to find the P-value for the hypothesis test. Give an interpretation of the p-value. A poll reported that 3 out of 50 college seniors surveyed did not have jobs, while 7 out of 50 college juniors did not have jobs during the academic year.
ADVERTISEMENT
ADVERTISEMENT
ADVERTISEMENT