We discuss price variations distributions in foreign exchange markets, char
acterizing them both in calendar and business time frameworks. The price dy
namics is found to be the result of two distinct processes, a multi-varianc
e diffusion and an error process. The presence of the latter, which dominat
es at short time scales, leads to indeterminacy principle in finance. Furth
ermore, dynamics does not allow for a scheme based on independent probabili
ty distributions, since volatility exhibits a strong correlation even at th
e shortest time scales. (C) 2000 Elsevier Science B.V. All rights reserved.