Proof of Theorem 1.1. Put
𝐿 =𝐹(1/𝑞), 𝑒𝑘 =(𝑞;𝑞)−1𝑘 and 𝐸 =𝑃−1. Replacing every 𝑒𝑘 by 𝐸 gives 𝐸2(𝑘 +1) and 𝐸3(𝑘+22), counting nonnegative
pairs and triples with sum 𝑘. Terms
with one deficit 𝐸 −𝑒𝑖 give the
first correction. That coordinate has two possible positions in a pair
and three in a triple; fixing it at 𝑖 leaves one pair or 𝑘 −𝑖 +1 triples. Thus the same total
deficit produces a constant correction in the first convolution and a
linear correction in the second. We calculate it and control its first
moment.
Writing 𝑑𝑘 =𝐸 −𝑒𝑘, the identity
𝑒𝑘+1 −𝑒𝑘 =𝑞𝑘+1𝑒𝑘+1 gives
𝑑𝑘=∑𝑗>𝑘𝑞𝑗𝑒𝑗,0≤𝑑𝑘≤𝐸𝑞𝑘+11−𝑞.
Thus ∑𝑑𝑘 and ∑𝑘𝑑𝑘 converge. To evaluate the
former, use Euler’s identity E(𝑧) =∑𝑘≥0𝑒𝑘𝑧𝑘 =(𝑧;𝑞)−1∞ for |𝑧| <1. Tonelli’s theorem and
logarithmic differentiation at 𝑧 =𝑞
give
𝑆:=∑𝑘≥0𝑑𝑘=∑𝑗≥1𝑗𝑞𝑗𝑒𝑗=𝑞E′(𝑞)=𝐸∑𝑟≥1𝑞𝑟1−𝑞𝑟=𝐸𝐿.
In the double sum, 𝑞𝑗𝑒𝑗 occurs once for each 𝑘 =0,…,𝑗 −1, which explains the factor
𝑗. Logarithmic differentiation is
justified by locally uniform convergence on |𝑧| <1.
Let 𝑏(𝑟)𝑘 =[𝑧𝑘]E(𝑧)𝑟. The finite-sum formula in Proposition 3.1 becomes
𝑎𝑘=𝑃4(𝑞;𝑞)𝑘𝑏(2)𝑘𝑏(3)𝑘.
We expand each finite convolution using 𝑒𝑘 =𝐸 −𝑑𝑘. For two factors,
𝑏(2)𝑘=𝐸2(𝑘+1)−2𝐸𝑘∑𝑖=0𝑑𝑖+𝑘∑𝑖=0𝑑𝑖𝑑𝑘−𝑖=𝐸2(𝑘+1−2𝐿)+𝑂𝑞((𝑘+1)𝑞𝑘).
For three factors, the terms with
one 𝑑𝑖 contribute −3𝐸2∑𝑘𝑖=0(𝑘 −𝑖 +1)𝑑𝑖. Here the sum
equals (𝑘 +1)𝑆 +𝑂𝑞(1) because ∑𝑖𝑑𝑖 <∞. Terms with two
𝑑𝑖 are bounded by 3𝐸𝑆2, and the term with three is 𝑂𝑞((𝑘 +1)2𝑞𝑘). It follows that
𝑏(3)𝑘=𝐸3((𝑘+22)−3𝐿(𝑘+1))+𝑂𝑞(1).
Division by (𝑘+22) turns
−3𝐿(𝑘 +1) into the relative
correction −6𝐿/(𝑘 +2); the two-fold
sum gives −2𝐿/(𝑘 +1). Since (𝑞;𝑞)𝑘 =𝑃(1 +𝑂𝑞(𝑞𝑘)), the leading
constants in 𝑎𝑘 cancel: 𝑃5𝐸5 =1. Replacing (𝑘 +2)−1 by (𝑘 +1)−1 costs only 𝑂𝑞((𝑘 +1)−2). The two corrections
therefore add, and with 𝑐𝑘 =(𝑘 +1)2(𝑘 +2)/2 we obtain
𝑎𝑘𝑐𝑘=(1−2𝐿𝑘+1+𝑂𝑞(𝑞𝑘))(1−6𝐿𝑘+2+𝑂𝑞((𝑘+1)−2))(1+𝑂𝑞(𝑞𝑘))=1−8𝐿𝑘+1+𝑂𝑞((𝑘+1)−2).
In particular 𝑎𝑘+1/𝑎𝑘 →1, and multiplication of
finitely many adjacent ratios gives 𝑎𝑘+ℎ/𝑎𝑘 →1 for each fixed ℎ. The uniform shift bound follows from
Proposition 3.1, so
Theorem 2.1
applies.
Let 𝛾𝐸 denote Euler’s
constant and put
A(𝑞)=𝑒−8𝛾𝐸𝐿∏𝑘≥0(𝑎𝑘𝑐𝑘𝑒8𝐿/(𝑘+1)),𝐾(𝑞)=A(𝑞)M(𝑞)3.(13)
For sufficiently large 𝑘, log(1 +𝑢) =𝑢 +𝑂(𝑢2) gives log(𝑎𝑘/𝑐𝑘) +8𝐿/(𝑘 +1) =𝑂𝑞((𝑘 +1)−2).
This tail is summable, and the finitely many initial factors are
positive by Proposition 3.1. Thus
0 <A(𝑞) <∞. Using
∏𝑘<𝑁𝑐𝑘 =𝐶𝑁, separate the
harmonic sum from this convergent remainder:
log∏𝑘<𝑁𝑎𝑘𝐶𝑁=−8𝐿∑𝑘<𝑁1𝑘+1+∑𝑘<𝑁(log𝑎𝑘𝑐𝑘+8𝐿𝑘+1).
The second sum tends to logA(𝑞) +8𝛾𝐸𝐿. Using ∑𝑘<𝑁(𝑘 +1)−1 =log𝑁 +𝛾𝐸 +𝑜(1), the Euler-constant terms cancel, giving
∏𝑘<𝑁𝑎𝑘 ∼A(𝑞)𝐶𝑁𝑁−8𝐿. Substitution in (5) proves the
theorem, or equivalently
log𝑉∗𝑁=𝐵𝑁log𝑞+log𝐶𝑁+2𝑁log𝑃−8𝐿log𝑁+log𝐾(𝑞)+𝑜(1).
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