A global uncertainty analysis is performed for three current mechanisms describing the low temperature oxidation of dimethyl ether (Aramco Mech 1.3, Zheng et al. 2005, Liu et al. 2013) with application to simulations of species concentrations (CH 2 , H 2 O 2 , CH 3 OCHO) corresponding to existing data from an atmospheric pressure flow reactor, and high pressure ignition delays. When incorporating uncertainties in reaction rates within a global sampling approach, the distributions of predicted targets can span several orders of magnitude. The experimental profiles however, fall within the predictive uncertainty limits. A variance based sensitivity analysis is then undertaken using high dimensional model representations. The main contributions to predictive uncertainties come from the CH 3 OCH 2 +O 2 system, with isomerisation, propagation, chain-branching, secondary OH formation and peroxy-peroxy reactions all playing a role. The response surface describing the relationship between sampled reaction rates and predicted outputs is complex in all cases. Higher-order interactions between parameters contribute significantly to output variance, and no single reaction channel dominates for any of the conditions studied. Sensitivity scatter plots illustrate that many different parameter combinations could lead to good agreement with specific sets of experimental data. The Aramco scheme is then updated based on data from a recent study by Eskola et al. which presents quite different temperature and pressure dependencies for the rates of CH 3 OCH 2 O 2 CH 2 OCH 2 O 2 H and CH 2 OCH 2 O 2 H OH+2CH 2 O compared with currently used values, and includes well skipping channels. The updates from Eskola worsen the agreement with experiments when used in isolation. However, if the rate of the CH 2 OCH 2 O 2 H+O 2 channel is subsequently reduced, very good agreement can be achieved. Due to the complex nature of the response surface, the tuning of this channel remains speculative. Further detailed studies of the temperature and pressure dependence of the CH 3 OCH 2 O 2 +O 2 , CH 2 OCH 2 O 2 H+O 2 system are recommended in order to reduce uncertainties within current DME mechanisms for low temperature conditions.