to believe especially on uncertain or tentative grounds; "Scientists supposed that large dinosaurs lived in swamps"

construct a theory about; "Galileo theorized the motion of the stars"

form or construct theories; "he thinks and theorizes all day"

To form a theory or theories; to form opinions solely by theory; to speculate.