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Hypothesis testing assesses whether data are inconsistent with a given hypothesis (usually a null hypothesis of no effect).

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551 views

How to test for a positive or negative slope coefficient in regression models?

Consider the simple linear model: $\vec Y=\beta_0+\beta_1 \vec X +\vec \varepsilon$ When I have read up on discussions about the different statistical tests that can be run on the model's slope coeffi …
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2 votes
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142 views

How to implement a multiple comparisons unpaired t-test

Suppose I have the following data set break down: Group A: subjects $A_1$, $A_2$, $A_3$, and $A_4$ Condition 1, Condition 2, Condition 3 All four subjects have a corresponding value for each condition …
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Understanding the relationship between a 'sampling distribution of a statistic' and a 'popul...

I would like to confirm that I am understanding the relationship between a sampling distribution of a statistic (an example of a 'statistic' would be a sample mean $\bar{x}$) and a population distribu …
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