Two-sample t-test, independent groups Reading Group Listening Group 10 15 10 12 7 13 12 11 8 10 8 9. 10 11 9. 10 11 11 Count(n) Mean DEVSQ(SS) STDEV.S

MATLAB: An Introduction with Applications
6th Edition
ISBN:9781119256830
Author:Amos Gilat
Publisher:Amos Gilat
Chapter1: Starting With Matlab
Section: Chapter Questions
Problem 1P
icon
Related questions
Question
A school psychologist is interested in determining if children with attention deficit hyperactivity disorder (ADHD) learn better if English literature is read to them rather than having them read the material alone by themselves. A random sample of 10 sixth graders with ADHD is selected and divided into two groups of n=9. One of the groups has a story read to them (Listening Group) and the other reads the story alone by themselves (Reading Group). A test on the story is given after each group has finished reading or hearing the story. The following scores were obtained with 20 being a perfect score. What is the SS and S values?
### Two-sample t-test, independent groups

#### Reading Group Data:
- 10
- 10
- 7
- 12
- 8
- 8
- 9
- 11

#### Listening Group Data:
- 15
- 12
- 13
- 11
- 10
- 9
- 11
- 10
- 11

### Summary Statistics:
| Statistic      | Value           |
|----------------|-----------------|
| Count (n)      | -               |
| Mean           | -               |
| DEVSQ(SS)      | -               |
| STDEV.S        | -               |
| df (degrees of freedom) | -       |
| S(M1-M2)       | -               |
| alpha          | -               |
| t_crit         | -               |
| t_obs          | -               |
| Cohen's d      | -               |
| r²             | -               |

### Decision:
- **Reject H₀**
- **Fail to reject H₀**

(Note: Blank values indicate that calculation details are missing from the provided data. Fill in with appropriate computations as needed.)

### Explanation:
This table represents a comparison of two independent groups, using a two-sample t-test to determine if there is a significant difference between their means. The two groups being compared are the "Reading Group" and the "Listening Group."

The "Reading Group" has eight observations, while the "Listening Group" has nine observations. Each group's data points are listed.

Beneath these data points, there are labels for various statistical measures including count, mean, deviation sums of squares (DEVSQ/SS), standard deviation (STDEV.S), degrees of freedom (df), the standard error of the difference between means (S(M1-M2)), alpha level, critical t-value (t_crit), observed t-value (t_obs), effect size (Cohen's d), and coefficient of determination (r²).

Finally, the decision box allows for determining whether to "Reject H₀" (null hypothesis) or "Fail to reject H₀" based on the test results. The specific decision would be based on the computed t_obs in comparison to t_crit.

### Educational Purpose:
The goal of this data is to provide an example of how to conduct and interpret a two-sample t-test for comparing the means of
Transcribed Image Text:### Two-sample t-test, independent groups #### Reading Group Data: - 10 - 10 - 7 - 12 - 8 - 8 - 9 - 11 #### Listening Group Data: - 15 - 12 - 13 - 11 - 10 - 9 - 11 - 10 - 11 ### Summary Statistics: | Statistic | Value | |----------------|-----------------| | Count (n) | - | | Mean | - | | DEVSQ(SS) | - | | STDEV.S | - | | df (degrees of freedom) | - | | S(M1-M2) | - | | alpha | - | | t_crit | - | | t_obs | - | | Cohen's d | - | | r² | - | ### Decision: - **Reject H₀** - **Fail to reject H₀** (Note: Blank values indicate that calculation details are missing from the provided data. Fill in with appropriate computations as needed.) ### Explanation: This table represents a comparison of two independent groups, using a two-sample t-test to determine if there is a significant difference between their means. The two groups being compared are the "Reading Group" and the "Listening Group." The "Reading Group" has eight observations, while the "Listening Group" has nine observations. Each group's data points are listed. Beneath these data points, there are labels for various statistical measures including count, mean, deviation sums of squares (DEVSQ/SS), standard deviation (STDEV.S), degrees of freedom (df), the standard error of the difference between means (S(M1-M2)), alpha level, critical t-value (t_crit), observed t-value (t_obs), effect size (Cohen's d), and coefficient of determination (r²). Finally, the decision box allows for determining whether to "Reject H₀" (null hypothesis) or "Fail to reject H₀" based on the test results. The specific decision would be based on the computed t_obs in comparison to t_crit. ### Educational Purpose: The goal of this data is to provide an example of how to conduct and interpret a two-sample t-test for comparing the means of
Expert Solution
trending now

Trending now

This is a popular solution!

steps

Step by step

Solved in 2 steps with 3 images

Blurred answer
Knowledge Booster
Point Estimation, Limit Theorems, Approximations, and Bounds
Learn more about
Need a deep-dive on the concept behind this application? Look no further. Learn more about this topic, statistics and related others by exploring similar questions and additional content below.
Similar questions
  • SEE MORE QUESTIONS
Recommended textbooks for you
MATLAB: An Introduction with Applications
MATLAB: An Introduction with Applications
Statistics
ISBN:
9781119256830
Author:
Amos Gilat
Publisher:
John Wiley & Sons Inc
Probability and Statistics for Engineering and th…
Probability and Statistics for Engineering and th…
Statistics
ISBN:
9781305251809
Author:
Jay L. Devore
Publisher:
Cengage Learning
Statistics for The Behavioral Sciences (MindTap C…
Statistics for The Behavioral Sciences (MindTap C…
Statistics
ISBN:
9781305504912
Author:
Frederick J Gravetter, Larry B. Wallnau
Publisher:
Cengage Learning
Elementary Statistics: Picturing the World (7th E…
Elementary Statistics: Picturing the World (7th E…
Statistics
ISBN:
9780134683416
Author:
Ron Larson, Betsy Farber
Publisher:
PEARSON
The Basic Practice of Statistics
The Basic Practice of Statistics
Statistics
ISBN:
9781319042578
Author:
David S. Moore, William I. Notz, Michael A. Fligner
Publisher:
W. H. Freeman
Introduction to the Practice of Statistics
Introduction to the Practice of Statistics
Statistics
ISBN:
9781319013387
Author:
David S. Moore, George P. McCabe, Bruce A. Craig
Publisher:
W. H. Freeman