Indirect statements are constructions used in Latin to report or convey information about what someone says, thinks, or perceives, typically translating into English with 'that.' They often utilize the accusative and infinitive construction, allowing the subject of the statement to be in the accusative case while the verb appears as an infinitive. This structure reflects how Latin conveys thoughts and assertions differently than direct speech.