Using the Following Data, Test for the Independence of the Variables.(Note

question 34

Essay

Using the following data, test for the independence of the variables.(Note: Assume a significance level of 0.05 wherever necessary.)
$$\begin{array} { | c | c | c | } \hline \text { Respondent } & \text { Gender } & \text { Breakfast Preference } \\\hline 1 & \text { Female } & \text { Fruits } \\\hline 2 & \text { Male } & \text { Cereal } \\\hline 3 & \text { Male } & \text { Milk } \\\hline 4 & \text { Female } & \text { Fruits } \\\hline 5 & \text { Female } & \text { Milk } \\\hline 6 & \text { Male } & \text { Cereal } \\\hline 7 & \text { Male } & \text { Milk } \\\hline 8 & \text { Male } & \text { Milk } \\\hline 9 & \text { Female } & \text { Fruits } \\\hline 10 & \text { Male } & \text { Fruits } \\\hline 11 & \text { Male } & \text { Cereal } \\\hline 12 & \text { Female } & \text { Cereal } \\\hline 13 & \text { Female } & \text { Milk } \\\hline 14 & \text { Male } & \text { Fruits } \\\hline 15 & \text { Female } & \text { Fruits } \\\hline\end{array}$$

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Definitions:

Cervical Intraepithelial Neoplasia

A precancerous condition in which abnormal cells are found on the surface of the cervix, which can potentially develop into cervical cancer.

Underserved Populations

Groups of people who have less access to healthcare and other essential services compared to the broader population.

Routine Vaccination

The administration of vaccines according to a standard schedule recommended by health authorities to prevent infectious diseases.

Cryotherapy

A treatment method involving the use of extreme cold temperatures to treat diseases or reduce pain and swelling.