TITLE: Proof by contraposition not making sense
QUESTION [7 upvotes]: I fail to understand why contraposition works intuitively. Take this sentence 
for example:

$\text{If I pass my exams then I am a good student.}$
$\text{I pass my exams }\implies\text{ I am a good student.}$

If I know I passed my exams then I know I am a good student but if I didn't pass my exams then I don't really know if I'm a good student or not (since this is implication and not an if-and-only-if statement ) and $F\implies T,F\implies F$ are both true, so either outcomes is possible.
Having said this I don't understand why proof by contraposition works. Proof by contraposition would say:

$\text{I didn't pass my exams }\implies\text{ I am not a good student.}$

But I don't understand why? Having not passed my exams doesn't say anything about whether I am a good student or not, and contraposition seems only obvious to me when :

$\text{I pass my exams }\iff\text{ I am a good student.}$

Then yes, the contrapositive makes intuitive sense to me. But why does it hold for implication as well?

REPLY [7 votes]: Note the following:

$P\to Q\qquad$ [Primary statemet]
$Q\to P\qquad$ [Converse]
$\neg P\to\neg Q\qquad$ [Inverse]
$\neg Q\to\neg P\qquad$ [Contrapositive]

These are the various terms for the different forms above. Oftentimes, one will be required (as a rudimentary exercise) to show that the primary statement is logically equivalent to the contrapositive; that is, $P\to Q\equiv \neg Q\to\neg P$. Hence, oftentimes, if it seems to be quite difficult to prove that $P\to Q$, then one may resort to proving the contrapositive, i.e. $\neg Q\to\neg P$, thus proving $P\to Q$. 
When you are dealing with a linguistic problem, as in your case, I think it is often a good idea to express your conditional with propositions: 

$P:$ I pass my exams.
$Q:$ I am a good student. 

As you noted, you have a claim of the form $P\to Q$. Thus, an equivalent claim to $P\to Q$ would be $\neg Q\to\neg P$, the contrapositive: "If I am not a good student, then I will not pass my exams." What you have done is expressed the inverse, which is $\neg P\to\neg Q$: "If I did not pass my exams, then I am not a good student." This is not valid because, in general, $P\to Q\not\equiv\neg P\to\neg Q$. I would encourage you to use truth tables to see why. What you are looking for is the contrapositive, and that actually is equivalent to your original statement.