There Are Frequently Situations Where You Have Information on the Conditional

question 16

Essay

There are frequently situations where you have information on the conditional distribution of Y given X,but are interested in the conditional distribution of X given Y.Recalling Pr(Y = y = x)= ,derive a relationship between Pr(X = x = y)and Pr(Y = y = x).This is called Bayes' theorem.

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Definitions:

Exclusively

Solely or only; limited to a single person, group, category, or purpose without involving others.

Extensive Drought

A prolonged period of abnormally low rainfall, leading to a severe water shortage affecting large geographic areas.

Social Change

The alteration in the social order of a society, which may include changes in nature, social institutions, social behaviors, or social relations.

Demographic Changes

Alterations in the statistical characteristics of a population over time, including age, race, gender distribution, and other factors affecting population dynamics.