How does deductible (retention) affect premium?

As you decrease your retention (i.e., deductible), your premium will go up.  Likewise, as you increase your retention, your premium will go down.  The deductible is the amount from a loss that is retained (hence the term "retention") aka the amount you pay before the Coalition insurance policy kicks in.