 In the case of the first structural equation, formula_37.Solving for formula_5 while assuming that formula_39 results in
Assuming that formula_30 and formula_42 are uncorrelated with formula_31,
Therefore, attempts at estimating either structural equation will be hampered by endogeneity.The endogeneity problem is particularly relevant in the context of time series analysis of causal processes.