Question: are positive semidefinite matrices invertible?
Answer: Not necessarily. Semidefinite means that the matrix can have zero eigenvalues which if it does, makes it not invertible. ... Additionally, every vector in the space is a linear combination of the vectors so a similar calculation shows that for every non-zero which would make positive definite.