We propose a new diagnostic plotting method, called the marginal distribution plots, for the linear regression model. The method induces a class of model checking tests. The MD approach has certain advantages over the residuals plots and existing model checking tests. It can be a nice complement to the existing approaches. Simulation results suggest that the MD tests are more powerful than the existing tests when the linear regression models are not appropriate.