22 Nov 2022

195

T-Test: Definition, Types, and How to Perform

Format: Other

Academic level: Master’s

Paper type: Statistics Report

Words: 172

Pages: 4

Downloads: 0

#Independent samples 

  Family 

Diabetes Education 

control 

 
 

10 

 
 

 
 

 
 

 
 

 
 

10 

 

Mean 

 

7.167 

7.333 

 

Standard Deviation 

 

2.563 

1.633 

 

n(participants) 

 

 

Variance 

 

6.567 

2.667 

 
         

Mean - Mean 

     

-0.167 

 

32.833 

13.333 

46.167 

     

10 

     

12 

     

36 

         

A divide B 

     

4.617 

C divided D 

     

0.333 

       

1.539 

       

1.241 

         

t-test independent means 

     

-0.135 

#Question 

Null hypothesis; mean of experiment = mean of control 

Observed t-statistic from Excel = -0.134 

Critical t-value for this research question = 2.228 

Conclusion: from the data above, the t-statistic value does not lie between -2.228 and 2.228 

Therefore, we fail to reject the null hypothesis. 

#Dependent samples 

  Family  Group  Diagnoses in year 1  Diagnose in year2  Difference  (Difference)^2 
  Diabetes Education  10  -4  16 
  Diabetes Education  -3 
  Diabetes Education 
  Diabetes Education 
  Diabetes Education  -4  16 
  Diabetes Education  10  -7  49 
sum      43  26  -17  91 
         
             
-17           
546           
289           
         
             
51.4           
7.169           
             
t-test             
             
             
             
             
             
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#Questions 

Null hypothesis; Mean of year 1 = Mean of year 

Observed t-statistic from the data above in Excel = -2.37 

The critical t-value from this research = 2.015 

Conclusion: since t-value(-2.37) does not lie between -2.015 and 2.015 we reject the null hypothesis 

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Reference

StudyBounty. (2023, September 16). T-Test: Definition, Types, and How to Perform.
https://studybounty.com/t-test-definition-types-and-how-to-perform-statistics-report

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