What are some possible strategies for finding a good proposal density?

Develop an MH algorithm for the linear regression model that samples all regression parameters simultaneously. How difficult is it to find a proposal density that yields a reasonable acceptance rate? What are some possible strategies for finding a good proposal density?

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