Then the authors introduce the associated Herzâ€"Hardy spaces, localized Herzâ€"Hardy spaces, and weak Herzâ€"Hardy spaces, and develop a complete real-variable theory of these Herzâ€"Hardy spaces, including their various maximal function, atomic, molecular as well as various Littlewoodâ€"Paley function characterizations.