In PHP, the `IF` statement evaluates a condition and executes a block of code if the condition is true. The `ELSEIF` statement allows for additional conditions to be tested if the initial `IF` condition is false, while the `ELSE` statement provides a fallback block of code if none of the preceding conditions are met.