In Dr. White study, depressed individuals will have higher estrogen levels was the theory.
A theory is known to be a well thought-out reason or explanation for any kind of observations of our natural world.
It is said to be constructed using a scientific method, and it is one to brings together a lot of facts and hypotheses.
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