Results of measurements of the H2O line shift coefficients in the n1 + 3n3 absorption band induced by noble gas atoms (He, Ne, Ar, Kr, and Xe) are presented. Simple relationships connecting the shift value with perturbing atom polarizability have been obtained. Experimental results and problems of further development of the theory are discussed.