the time-varying relationship between crude oil and natural gas price changes. Such approach decomposes a global nonlinear … costs and prices, and handle local nonlinearity. Incidentally, natural gas and crude oil price changes are non …-significantly linked during decoupling periods. Our findings depict changes in the competition between oil price makers and takers, and the …