Error estimates of a theta-scheme for second-order mean field games J. Frédéric Bonnans, Kang Liu and Laurent Pfeiffer ESAIM: M2AN, 57 4 (2023) 2493-2528 Published online: 01 August 2023 DOI: 10.1051/m2an/2023059