TY - JOUR AU - Benigno,Gianluca AU - Benigno,Pierpaolo AU - Nisticò,Salvatore TI - Second-Order Approximation of Dynamic Models with Time-Varying Risk JF - National Bureau of Economic Research Working Paper Series VL - No. 16633 PY - 2010 Y2 - December 2010 UR - http://www.nber.org/papers/w16633 L1 - http://www.nber.org/papers/w16633.pdf N1 - Author contact info: Gianluca Benigno London School of Economics Department of Economics Houghton Street London WC2A 2AE ENGLAND E-Mail: G.Benigno@lse.ac.uk Pierpaolo Benigno Dipartimento di Economia e Finanza Luiss Guido Carli Viale Romania 32 00197 Rome ITALY Tel: 39-0685225-552 E-Mail: pierpaolo.benigno@eief.it Salvatore Nisticò Sapienza Università di Roma Dipartimento di Scienze Sociali ed Economiche viale Aldo Moro 5 00185 Rome Italy Tel: +39.06.49910690 E-Mail: salvatore.nistico@uniroma1.it AB - This paper provides first and second-order approximation methods for the solution of non-linear dynamic stochastic models in which the exogenous state variables follow conditionally-linear stochastic processes displaying time-varying risk. The first-order approximation is consistent with a conditionally-linear model in which risk is still time-varying but has no distinct role -- separated from the primitive stochastic disturbances -- in influencing the endogenous variables. The second-order approximation of the solution, instead, is sufficient to get this role. Moreover, risk premia, evaluated using only a first-order approximation of the solution, will be also time varying. ER -