In a recent generalization of the Bernstein polynomials, the approximated function f is evaluated at points spaced at intervals which are in geometric progression on [0, 1], instead of at equally spaced points. For each positive integer n, this replaces the single polynomial B(n)f by a one-parameter family of polynomials B(n)(o)f, where 0 < q less than or equal to 1. This paper summarizes briefly the previously known results concerning these generalized Bernstein polynomials and gives new results concerning B(n)(q)f when f is a monomial. The main results of the paper are obtained by using the concept of total positivity. It is shown that if f is increasing then B(n)(q)f is increasing, and if f is convex then B(n)(q)f is convex, generalizing...