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For what are paired t tests used for in the lab?
The Paired Samples t Test is commonly used to test the following: Statistical difference between two time points. Statistical difference between two conditions. Statistical difference between two measurements.
What is the null hypothesis for t test and paired t test?
In other words, it assumes the means are equal. With the paired t test, the null hypothesis is that the pairwise difference between the two tests is equal (H0: µd = 0). The difference between the two tests is very subtle; which one you choose is based on your data collection method.
What is the difference between a paired and unpaired t-test?
A paired t-test is designed to compare the means of the same group or item under two separate scenarios. An unpaired t-test compares the means of two independent or unrelated groups. In an unpaired t-test, the variance between groups is assumed to be equal.
What are paired t test assumptions?
The paired sample t-test has four main assumptions: • The dependent variable must be continuous (interval/ratio). • The observations are independent of one another. • The dependent variable should be approximately normally distributed. • The dependent variable should not contain any outliers.
When to use a paired t test?
The paired t-test is used when the variable is numerical in nature (for example, the height of a person or the weight of a person) and the individuals in the sample are either paired up in some way (such as a husband and wife) or the same people are used twice (for example, preprocedure and postprocedure).
When should we use a paired t test?
Paired t-tests are used when the same item or group is tested twice, which is known as a repeated measures t-test. Some examples of instances for which a paired t-test is appropriate include: The before and after effect of a pharmaceutical treatment on the same group of people.
How to enter t test data?
To perform a t-test calculation, follow these steps: Choose Data tab’s Data Analysis. When Excel displays the Data Analysis dialog box, select the appropriate t-test tool from its Analysis Tools list. After you select the correct t-test tool, click OK.