SEMAINE D'ÉTUDE SUR LE ROLE DE L’ANALYSE ECONOMETRIQUE ETC. 69 foreign trade statistics. We hope to undertake this work before long. c) Intermediate demand. The last element needed in calculating total output is inter- mediate demand. With the help of a projected current input- output matrix we can then bring all the estimates together as in (IV. 27). The methods we have used to bring up to date and project the input-output coefficients are described in detail in [0]. Apart from complications arising from changes in classification, the distinction between products and industries and similar practical problems, our procedure can be outlined as follows. First, we bring the coefficient matrix estimated directly for 1954 [47] up to 1960 by adjusting the rows and columns of the corresponding transaction table to agree with marginal totals of intermediate outputs and inputs. These adjustments are based on the assumption that changes in coefficients are due to three factors: 1) price changes; 2) substitution effects which influence all the elements in a given row; and 3) fabrication effects which influence all the elements in a given column. On the further assumption that the second factor operates uniformly along the rows of the matrix and that the third factor operates uniformly along its columns, the problem and its solution can be formulated as follows. Let A, denote a known, initial matrix of input-output coef- ficients, and let A denote the unknown matrix for period 1 which we wish to estimate. Let p denote a price vector whose elements are ratios of prices in period 1 to prices in period o, and let » and s denote vectors of unknown constants. Then, on the assumptions made (IV. 50, 1] Stone - pag. 6;