Question

In: Statistics and Probability

Using the set of scores below, determine if the difference between the two sets of scores...

Using the set of scores below, determine if the difference between the two sets of scores is significant at alpha .05, two tailed.  Determine this through the paired t-test.  Show the 5 steps of hypothesis testing. Solve manually, by hand showing all steps. Do not use SPSS or excel.

X                     Y

            3                      8

            8                      7

            5                      6

            7                      7

            6                      6

            8                      9

Solutions

Expert Solution

At 5% level of significance we want to test the claim that if there is a significant difference between the two sets of scores.

The hypothesis testing problem is:

The data is

X Y d=X-Y d^2
3 8 -5 25
8 7 1 1
5 6 -1 1
7 7 0 0
6 6 0 0
8 9 -1 1
Total -6 28

The mean of the difference is:

The standard deviation is:

The test statistic is:

Here degrees of freedom for the test are df=n-1=5

Therefore, the t critical value at 5% level of significance for two tailed test is:

        ### By using t table

Since the test statistic t=-1.27864>-2.571, We are unable to reject the null hypothesis.

Therefore, we don not have enough evidence to claim that there is a significant difference between the two sets of scores.


Related Solutions

Using Minitab and given the data sets below a) determine if there is a difference in...
Using Minitab and given the data sets below a) determine if there is a difference in the means at an alpha level 0.05; b) determine if the variability of data set A is larger. Data A Data B 35.8 40.9 40.4 35.7 30.3 36.7 46.8 37.3 34.1 41.8 34.0 39.9 39.1 34.6 45.0 38.8 41.9 35.8 40.2 35.6
Your assignment is to analyze the relationship between two sets of scores using the inferential statistical...
Your assignment is to analyze the relationship between two sets of scores using the inferential statistical procedure of an independent two sample t-hypothesis test. Using StatCrunch SPSS, you must calculate and analyze both descriptive and inferential statistics data. The data collection in analysis for this final project is aligned with concepts learned during several weeks of this course. The data you are being provided with relates to information collected pertaining to the current COVID-19 pandemic. You are being asked to...
Using the Chi-Square test for the difference between two proportions, determine (?=0.05) if there is a...
Using the Chi-Square test for the difference between two proportions, determine (?=0.05) if there is a difference in population proportion between male patients using Medicare as their Payer versus female patients using Medicare as their Payer. Be sure to set up the null and alternate hypotheses.   Using the Patients dataset, determine if there is a relationship between length of stay and total charges. Your answer should include the following: Scatter Plot   Linear Regression Equation (with interpretation)   Coefficient of Determination (with...
You want to test your hypothesis below: There is a difference in mean test scores between...
You want to test your hypothesis below: There is a difference in mean test scores between two classes: Class 1 vs. Class 2             Provide your answers in the template below the data set. class 1 class 2 15 15 23 12 22 17 18 17 19 19 18 17 15 17 19 18 16 13 21 20 15 19 14 21 20 21 23 14 19 19 17 17 17 17 21 18 7 13 16 20 14 19...
Determine if the following sets are real vector spaces with the indicated operations. (a) The set...
Determine if the following sets are real vector spaces with the indicated operations. (a) The set V of all ordered pairs (x, y) of real numbers with the addition defined by (x1, y1) + (x2, y2) = (x1 + x2, y1 + y2 + 1) and scalar multiplication defined by α(x, y) = (αx, αy + α − 1), α ∈ R (b) The set V of all 2 × 2 real matrices X with the addition of M22 but...
A. Explain and describe the key differences between these two sets of experiments (see below): B....
A. Explain and describe the key differences between these two sets of experiments (see below): B. Also explain the the significance of having two experiments as opposed to one experiment. C. Identify the independent and dependent variable for these experiments. Sets of Experiments I: HCV Status Experiments In the first set of experiments, examine the blood samples of individuals with known HCV status. There are three groups of individuals in this experimental set: (1) individuals with chronic hepatitis C (this...
For sets A and B we may define the set difference measure as |A_B| (the cardinality...
For sets A and B we may define the set difference measure as |A_B| (the cardinality of the set A-B), explain why this is never negative. We know this is not a distance, explain why and modify it so that it is a distance. Prove your claim (in particular be careful to show the triangle inequality holds)
Below are a set of heights (in inches) and GPA scores for a sample of 6...
Below are a set of heights (in inches) and GPA scores for a sample of 6 students. Height, GPA 60, 4.0 55, 3.2 62, 3.7 55, 3.9 49, 2.4 61, 2.7 Based on this data, what is the GPA prediction for a student who is 56 inches tall? Is your GPA estimate of a 56 inch student reliable?
Using the sample of scores from the two variable conditions below, answer the questions that follow...
Using the sample of scores from the two variable conditions below, answer the questions that follow . Mean percentage accuracy on a judgment task by task instruction condition ( complete the task as quickly as possible v. complete the task as accurately as possible). Speed: 76,52,89,75,70,61,90,88,75,81 Accuracy: 77,66,82, What is the mean of speed condition? What is the mean of accuracy condition? What is the standard deviation of the speed condition? What is the standard deviation of the accuracy condition?...
The intersection (∩) of two sets (s1, s2) is the set of all elements that are...
The intersection (∩) of two sets (s1, s2) is the set of all elements that are in s1 and are also in s2. Write a function (intersect) that takes two lists as input (you can assume they have no duplicate elements), and returns the intersection of those two sets (as a list) without using the in operator or any built-in functions, except for range() and len(). Write some code to test your function, as well. Note: Do not use the...
ADVERTISEMENT
ADVERTISEMENT
ADVERTISEMENT