Abstract
We consider a metric for probability densities with finite variance on ℝd, and compare it with other metrics. We use it for several applications both in probability and in kinetic theory. The main application in kinetic theory is a uniqueness result for the solution of the spatially homogeneous Boltzmann equation for a gas of true Maxwell molecules.
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REFERENCES
N. M. Blachman. The convolution inequality for entropy powers, IEEE Trans. Inform. Theory 2:267–271 (1965).
A. V. Bobylev, G. Toscani. On the generalization of the Boltzmann H-theorem for a spatially homogeneous Maxwell gas, J. Math. Phys. 33:2578–2586 (1992).
E. A. Carlen, E. Gabetta, and G. Toscani. Propagation of smoothness and the rate of exponential convergence to equilibrium for a spatially homogeneous Maxwellian gas, Commun. Math. Phys. (to appear) (1997).
E. A. Carlen, M. C. Carvalho and E. Gabetta. Central limit theorem for Maxwellian molecules and truncation of the Wild expansion, Preprint (1997).
I. Csiszar. Information-type measures of difference of probability distributions and indirect observations, Stud. Sci. Math. Hung. 2:299–318 (1967).
E. Gabetta, G. Toscani, and B. Wennberg. Metrics for probability distributions and the trend to equilibrium for solutions of the Boltzmann equation, J. Stat. Phys. 81:901–934 (1995).
L. Kantorovich. On translation of mass (in Russian) Dokl. AN SSSR 37:227–229 (1942).
H. P. McKean, Jr. Speed of approach to equilibrium for Kac's caricature of a Maxwellian gas, Arch. Rat. Mech. Anal. 21:343–367 (1966).
H. Murata and H. Tanaka. An inequality for certain functional of multidimensional probability distributions, Hiroshima Math. J. 4:75–81 (1974).
R. Jordan, D. Kinderlehrer, and F. Otto. The variational formulation of the Fokker-Planck equation, To appear in SIAM J. Appl. Math. Anal.
Yu. V. Prokhorov. Convergence of random processes and limit theorems in probability theory, Theory Prob. Appl. 1:157–214 (1956).
A. Pulvirenti and G. Toscani. The theory of the nonlinear Boltzmann equation for Maxwell molecules in Fourier representation, Ann. Mat. Pura Appl. 4 171:181–204 (1996).
A. Stam. Some inequalities satisfied by the quantities of information of Fisher and Shannon, Inform. Control 2:101–112 (1959).
V. Strassen. The existence of probability measures with given marginals, Ann. Math. Statist. 36:423–439 (1965).
H. Tanaka. An inequality for a functional of probability distributions and its application to Kac's one-dimensional model of a Maxwellian gas, Wahrsch. Verw. Geb. 27:47–52 (1973).
H. Tanaka. Probabilistic treatment of the Boltzmann equation of Maxwellian molecules, Wahrsch. Verw. Geb. 46:67–105 (1978).
I. Vaida. Theory of Statistical Inference and Information, Kluwer Academic Publishers, Dordrecht (1989).
L. N. Vasershtein. Markov processes on countable product space describing large systems of automata (in Russian), Probl. Pered. Inform. 5:64–73, 1969.
V. M. Zolotarev. Probability metrics, Theory Prob. Appl. 28:278–302 (1983).
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Toscani, G., Villani, C. Probability Metrics and Uniqueness of the Solution to the Boltzmann Equation for a Maxwell Gas. Journal of Statistical Physics 94, 619–637 (1999). https://doi.org/10.1023/A:1004508706950
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DOI: https://doi.org/10.1023/A:1004508706950