# x13.txt # # Reference: # # S Chatterjee and B Price, # Regression Analysis by Example, # Wiley, 1977, page 152. # # Helmut Spaeth, # Mathematical Algorithms for Linear Regression, # Academic Press, 1991, # ISBN 0-12-656460-4. # # Discussion: # # For the years 1949 to 1966, the international production, # the stock, the domestic consumption and the level of # imports were noted in millions of French francs. # # There are 18 rows of data. The data include: # # I, the index; # Y, the year; # A0, 1; # A1, the international production; # A2, the stock; # A3, the domestic consumption; # B, the levels of imports. # # We seek a model of the form: # # B = A0 * X0 + A1 * X1 + A2 * X2 + A3 * X3. # 7 columns 18 rows Index Year One International Production Stock Domestic Consumption Imports 1 1949 1 149.3 4.2 108.1 15.9 2 1950 1 161.2 4.1 114.8 16.4 3 1951 1 171.5 3.1 123.2 19.0 4 1952 1 175.5 3.1 126.9 19.1 5 1953 1 180.8 1.1 132.1 18.8 6 1954 1 190.7 2.2 137.7 20.4 7 1955 1 202.1 2.1 146.0 22.7 8 1956 1 212.4 5.6 154.1 26.5 9 1957 1 226.1 5.0 162.3 28.1 10 1958 1 231.9 5.1 164.3 27.6 11 1959 1 239.0 0.7 167.6 26.3 12 1960 1 258.0 5.6 176.8 31.1 13 1961 1 269.8 3.9 186.6 33.3 14 1962 1 288.4 3.1 199.7 37.0 15 1963 1 304.5 4.6 213.9 43.3 16 1964 1 323.4 7.0 223.8 49.0 17 1965 1 336.8 1.2 232.0 50.3 18 1966 1 353.9 4.5 242.9 56.6