Switch to BlockArrays for penalized least squares

• Use BlockArrays types for the A and L members of LinearMixedModel
• Create ScalarFactorReTerm and VectorFactorReTerm types
• Create UniformBlockDiagonal for diagonal blocks associated with VectorFactorReTerm
• Add more benchmarks
• Add tests
• Clean up code to reduce allocation