For a nonzero , the absolute successive-term ratio in the exponential series is , so the first series converges for every . For the factorial series the ratio is , so its terms fail to tend to zero for every .
The third series is sparse: its exponent is , as in the PDF. If , then
For , the terms grow without bound; at their moduli are , so they again fail the term test. Equivalently, the Cauchy-Hadamard theorem for the sparse coefficients uses , not . Thus the three radii of convergence are
Zeros at non-square coefficient indices do not change the relevant limsup in the last root test. This illustrates the radius of convergence of a sparse power series.
The Taylor theorem with Lagrange remainder says that, if has continuous derivatives on the interval joining and , then for some strictly between them,
More generally the expansion is about any base point, replacing by its displacement. The displayed regularity is a sufficient hypothesis for the theorem.
For and , repeated differentiation gives
Therefore the requested coefficients are . For a fixed , the remainder has
Now and for , so . Hence . Passing to the limit proves, rather than merely formally suggests, the binomial series
The restriction makes the remainder bound especially direct, since .

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