Proceedings of Annual Paris Business Research Conference 13 - 14 August 2015, Crowne Plaza Hotel Republique, Paris, France ISBN: 978-1-922069-82-5 Risk Minimization on Central Bank’s Bond Portfolio with Multi-Weight Constraint: Bayesian Spanning Test Timbul Budi Santosoa1, Jonathan Fletcher b and Krishna Paudyalc This paper investigates whether a typical central bank is made better off by three spanning strategies (longer bond maturity; emerging government debts; and inflationlinked government bonds) to their existing benchmark portfolio. I measure the reduction of portfolio risk as the benefits of diversification using Bayesian approach of Wang (1998) and Li, Sarkar, and Wang (2003) combined with assets weight constraints of Jagannathan and Ma (2003). I develop a scenario analysis for short-sale constrained investors. I examined the impact of varying budget constraints, liquidity buffer allocation, and global financial crisis investment opportunities; and a test for sample selection bias. Our results shows that it needs inflation-linked bond to be added together with emerging market and longer dated government bond up to ten years to achieve significant diversification benefits. Analysis on the impact of budget and liquidity allocation constraints provide policy implication that central bank should not to tranche their reserves, but express liquidity requirements in the form of constraints on the portfolio optimization framework. The impact of global financial crisis emphasizes the need for central banks to diversify their foreign reserves benchmark beyond its current setting. Keywords: Bayesian Government bond Risk minimization Multi-weight constraint Central bank Portfolio optimization _______________________________________________________ a PhD Student, Department of Accounting and Finance, University of Strathclyde, Glasgow G4 0LN, U.K| Portfolio Manager, Bank Indonesia (Central Bank), Jakarta, Indonesia. b,c Professor, Department of Accounting and Finance, University of Strathclyde, Glasgow G4 0LN, U.K 1 Corresponding author: t: +44 141 548 5793 f: 0141 552 3547. E-mail address: timbul-budisantoso@strath.ac.uk timbul_budi@bi.go.id