>
>
> But when I give in 
> julia> spdiagm(x, 1, length(x), length(x))
> ERROR: BoundsError
>  in sparse at sparse/csparse.jl:50
>  in spdiagm at sparse/sparsematrix.jl:2133
>  in spdiagm at sparse/sparsematrix.jl:2141
>
> I get the above error. Any leads on this would be great. Thanks.
>

You need to use length(x)+1.   If you have an MxM matrix, then the k-th 
diagonal has M-k entries.   You are supplying M entries for the 1st 
diagonal, which is too many. 

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