Fraction of these Stars with a Planetary system: why
Number of planets capable of hosting life in a planetary system: why
Fraction of these planets that do go on to develop life: why
Fraction of those that develop intelligent life: guesswork
Fraction of those that develop a civilization capable of communicating: guesswork
The lifetime of advanced civilizations: why