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Determine the Appropriate Hypothesis Test to Perform
-The Data Represent α=0.01\alpha = 0.01

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Determine the Appropriate Hypothesis Test to Perform
-The data represent the measure of a variable before and after a treatment. Does the sample evidence suggest that the treatment is effective in increasing the value of the response variable? Use the α=0.01\alpha = 0.01 level of significance. Assume that the differenced data come from a population that is normally distributed with no outliers.
 Subject  A  B C D  E  F  G  Before, Xi9.49.79.49.59.79.59.7 After, Yi9.59.99.49.49.89.89.5\begin{array}{r|ccccccc}\text { Subject } & \text { A } & \text { B } & C & \text { D } & \text { E } & \text { F } & \text { G } \\\hline \text { Before, } X_{i} & 9.4 & 9.7 & 9.4 & 9.5 & 9.7 & 9.5 & 9.7 \\\hline \text { After, } \mathrm{Y}_{\mathrm{i}} & 9.5 & 9.9 & 9.4 & 9.4 & 9.8 & 9.8 & 9.5\end{array}


Definitions:

Gaining Access

The process of obtaining permission or entry into a field setting or data source for conducting research.

Observations

A research method involving the systematic recording of visible behaviors or phenomena as they occur in their natural settings without intervention by the researcher.

Self-Reflexivity

The practice of researchers critically reflecting on their own biases, values, and impacts on the research process and outcomes.

Researcher Biases

Researcher biases are subjective beliefs or attitudes that researchers might unintentionally allow to affect the conduct of their study or interpretation of its results.

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