Use the orthogonal change of coordinates
It preserves distances and angles and gives . Thus the quadric surface is expressed along its principal axes as
The following three cases are the subparts of (ii) in the original PDF.
Writing the common positive eigenvalue as , the equation is . Hence it is a sphere with
Every orthonormal set of axes is a principal-axis set in this fully degenerate case.
Let and . Then
This is a one-sheet hyperboloid of revolution around the axis. Its circular waist has radius at , and its radius grows with . In the original coordinates the axis is the eigenvector direction belonging to the negative eigenvalue.
The coordinate does not occur. The perpendicular cross-section is
Thus the surface is an elliptic cylinder extending in both directions along the zero-eigenvalue axis. Its cross-sectional semiaxes are and . It becomes a circular cylinder when the two positive eigenvalues coincide.

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