Using Bellman function techniques, we obtain the optimal dependence
of the operator norms in $L^2(\mathbb{R})$ of the Haar multipliers $T_w^t$
on the corresponding $RH^d_2$ or $A^d_2$ characteristic of the
weight $w$, for $t=1,\pm 1/2$. These results can be viewed as
particular cases of estimates on homogeneous spaces $L^2(vd\sigma)$,
for $\sigma$ a doubling positive measure and $v\in A^d_2(d\sigma)$,
of the weighted dyadic square function $S_{\sigma}^d$. We show
that the operator norms of such square functions in $L^2(v d\sigma)$
are bounded by a linear function of the $A^d_2(d\sigma )$
characteristic of the weight $v$, where the constant depends only on
the doubling constant of the measure $\sigma$. We also show an
inverse estimate for $S_{\sigma}^d$. Both results are known when
$d\sigma=dx$. We deduce both estimates from an estimate for the Haar
multiplier $(T_v^{\sigma})^{1/2}$ on $L^2(d\sigma)$ when $v\in
A_2^d(d\sigma)$, which mirrors the estimate for $T_w^{1/2}$ in
$L^2(\mathbb{R})$ when $w\in A^d_2$. The estimate for the Haar multiplier
adapted to the $\sigma$ measure, $(T_v^{\sigma})^{1/2}$, is proved
using Bellman functions. These estimates are sharp in the sense
that the rates cannot be improved and be expected to hold for all
$\sigma$, since the particular case $d\sigma=dx$, $v=w$, correspond
to the estimates for the Haar multipliers $T^{1/2}_w$ proven to be
sharp.
References
Astala, K., Iwaniec, T. and Saksman, E.: Beltrami operators in the plane. Duke Math. J. 107 (2001), no. 1, 27-56.
Bañuelos, R. and Janakiraman, P.: $L^p$-bounds for the Beurling-Ahlfors transform. Trans. Amer. Math. Soc. 360 (2008), no. 7, 3603-3612.
Beznosova, O.: Linear bound for the dyadic paraproduct on weighted Lebesgue space $L^2(w)$. J. Funct. Anal. 255 (2008), no. 4, 994-1007.
Buckley, S.: Estimates for operator norms and reverse Jensen's inequalities. Trans. Amer. Math. Soc. 340 (1993), no. 1, 253-272.
Buckley, S.: Summation conditions on weights. Michigan Math. J. 40 (1993), no. 1, 153-170.
Burkholder, D. L.: Explorations in martingale theory and its applications. In Ecole d'Eté de Probabilité de Saint-Flour XIX-1989, 1-66. Lecture Notes in Math. 1464. Springer, Berlin, 1991.
Coifman, R. R. and Fefferman, C.: Weighted norm inequalities for maximal functions and singular integrals. Studia Math. 51 (1974), 241-250.
Mathematical Reviews (MathSciNet):
MR358205
Coifman, R. R., Jones, P. W. and Semmes, S.: Two elementary proofs of the $L\sp 2$ boundedness of Cauchy integrals on Lipschitz curves. J. Amer. Math. Soc. 2 (1989), no. 3, 553-564.
Mathematical Reviews (MathSciNet):
MR986825
Dindos, M., Petermichl, S. and Pipher, J.: The $L^p$ Dirichlet problem for second order elliptic operators and a $p$-adapted square function. J. Funct. Anal. 249 (2007), no. 2, 372-392.
Dragičević, O.: Riesz transforms and the Bellman function technique. PhD Thesis. Michigan State University, 2003.
Dragičević, O. and Volberg, A.: Sharp estimate of the Ahlfors-Beurling operator via averaging martingale transforms. Michigan Math. J. 51 (2003), no. 2, 415-435.
Dragičević, O., Grafakos, L., Pereyra, M. C. and Petermichl, S.: Extrapolation and sharp norm estimates for classical operators on weighted Lebesgue spaces. Publ. Mat. 49 (2005), no. 1, 73-91.
Fefferman, R., Kenig, C. and Pipher, J.: The theory of weights and the Dirichlet problem for elliptic equations. Ann. of Math. (2) 134 (1991), no. 1, 65-124.
Fefferman, R. and Pipher, J.: Multiparameter operators and sharp weighted inequalities. Amer. J. Math. 119 (1997), no. 2, 337-369.
Gehring, F. W.: The $L^p$-integrability of the partial derivatives of a quasiconformal mapping. Acta Math. 130 (1973), 265-277.
Mathematical Reviews (MathSciNet):
MR402038
Hukovic, S., Treil, S. and Volberg, A.: The Bellman function and sharp weighted inequalities for square functions. In Complex analysis, operators and related topics, 97-113. Oper. Theory Adv. Appl. 113. Birkhäuser, Basel, 2000.
Katz, N. H. and Pereyra, M. C.: Haar multipliers, paraproducts and weighted inequalities. In Analysis of Divergence (Orono, ME, 1997), 145-170. Appl. Numer. Harmon. Anal. Birkhäuser, Boston, MA, 1999.
Lerner, A. K.: On some sharp weighted norm inequalities. J. Funct. Anal. 232 (2006), no. 2, 477-494.
Lerner, A. K.: On some weighted norm inequalities for Littlewood-Paley operators. To appear in Illinois J. Math.
Moen, K.: Linear and multilinear fractional operators: weighted inequalities, sharp bounds and other properties. PhD Thesis. University of Kansas, 2009.
Muckenhoupt, B.: Weighted norm inequalities for the Hardy maximal function. Trans. Amer. Math. Soc. 165 (1972), 207-226.
Mathematical Reviews (MathSciNet):
MR293384
Murphy, G.: $C^*$-algebras and operator theory. Academic Press, Boston, MA, 1990.
Nazarov, F.: Personal communications, 2004.
Nazarov, F. and Treil, S.: The hunt for a Bellman function: applications to estimates for singular integral operators and to other classical problems of harmonic analysis. Algebra i Analiz 8 (1996), no. 5, 32-162. Translation in St. Petersburg Math. J. 8 (1997), no. 5, 721-824.
Nazarov, F., Treil, S. and Volberg, A.: The Bellman functions and two-weight inequalities for Haar multipliers. J. Amer. Math. Soc. 12 (1999), no. 4, 909-928.
Nazarov, F., Treil, S. and Volberg, A.: Bellman function in stochastic control and harmonic analysis. In Systems, approximation, singular integral operators, and related topics (Bordeaux, 2000), 393-423. Oper. Theory Adv. Appl. 129. Birkhäuser, Basel, 2001.
Panek, D.: On sharp extrapolation theorems. PhD Thesis. University of New Mexico, 2008.
Pereyra, M. C.: On the resolvent of dyadic paraproducts. Rev. Mat. Iberoamericana 10 (1994), no. 3, 627-664.
Pereyra, M. C.: Lecture notes on dyadic harmonic analysis. In Second Summer School in Analysis and Mathematical Physics (Cuernavaca, 2000), 1-60. Contemp. Math. 289. Amer. Math. Soc., Providence, RI, 2001.
Pérez, C.: Weighted norm inequalities for potential maximal operators. PhD Thesis. Washington University, 1989.
Petermichl, S.: The sharp bound for the Hilbert transform on weighted Lebesgue spaces in terms of the classical $A_p$-characteristic. Amer. J. Math. 129 (2007) no. 5, 1355-1375.
Petermichl, S.: The sharp weighted bound for the Riesz transforms. Proc. Amer. Math. Soc. 136 (2008), no. 4, 1237-1249.
Petermichl, S. and Pott, S.: An estimate for weighted Hilbert transform via square functions. Trans. Amer. Math. Soc. 354 (2002), no. 4, 1699-1703.
Petermichl, S. and Volberg, A.: Heating of the Ahlfors-Beurling operator: weakly quasiregular maps on the plane are quasiregular. Duke Math. J. 112 (2002), no. 2, 281-305.
Petermichl, S. and Wittwer, J.: A sharp estimate for the weighted Hilbert transform via Bellman functions. Michigan Math. J. 50 (2002), no. 1, 71-87.
Volberg, A. and Nazarov, F.: Heat extension of the Beurling operator and estimates for its norm. Algebra i Analiz 15 (2003), no. 4, 142-158; translation in St. Petersburg Math. J. 15 (2004), no. 4, 563-573.
Wittwer, J.: A sharp estimate on the norm of the martingale transform. Math. Res. Lett. 7 (2000), no. 1, 1-12.
Wittwer, J.: A sharp estimate on the norm of the continuous square function. Proc. Amer. Math. Soc. 130 (2002), no. 8, 2335-2342.