Venkatachalam N comments

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                                            Venkatachalam N

ping @lorentzenchr @glemaitre

These are great pointers, I will look into it. Thanks

equivariance test is only failing for both with and without intercept situation.

Thanks for the review comments. I am still interested in pursuing this.