2.3.2 The Veronese embedding and the Central Limit theorem [02A4]
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2.3.2 The Veronese embedding and the Central Limit theorem
Suppose, in the general situation, that the sections of generate the sections of so that we have a surjective linear map
A metric on defines a metric on the symmetric power in a standard way. Then we can define a metric on by identifying it with the orthogonal complement of the kernel of the map above. Then we can use this to define an algebraic Kahler metric on by the embedding . Now, up to a scale factor, these Kahler metrics are independent of . One way of seeing this is that the embedding is the composite of £ and the Veronese embedding
and, up to scale, is an isometry of the two Fubini-Study metrics.(This is forced by -invariance.) So the same Kahler metric has a whole series of algebraic representations.
Let us see how this works in the toric case. We start with data on . Then we can write
where the coefficients are
So if we regard as a measure supported on the lattice points in then the represent the -fold convolution , supported on the lattice points in . Now rescale back to the fixed polytope , so we write , for . These define an admissible Kahler potential with Legendre transform , where is the Legendre transform of . Then on compact subsets of we claim that
| (9) |
This is essentially the Central Limit theorem, for the convolutions of the discrete measure . By applying a translation we can reduce to calculating at the point . Changing the coefficients to , for any fixed , does not change either side of (9), when , so we can reduce to the case when . That is to say, that attains its minimum at the point . Now we consider the function
This is a finite trigonometric polynomial which can be regarded as a function on our compact torus . Then
and our assertion follows from the stationary phase approximation, since the maximum value of is .
Of course is just the analytic continuation of , for our Kahler potential . This makes one wonder if there may be other contexts when it is useful to consider such analytic continuations.
Example For each , the round metric on is described as an algebraic metric with the coefficients .
Notice that the asymptotics approximations we have discussed hold uniformly over compact subsets of the open polytope . The discussion near the boundary of is more delicate, because one gets different asymptotic models. A prototype is the different approximations—normal or Poisson–for the binomial distribution in different regimes.