In: Statistics and Probability
Year | Population in Millions | GDP in Trillions of US$ |
2014 | 318.86 | 16.29 |
2011 | 311.72 | 15.19 |
2010 | 309.35 | 14.94 |
2009 | 306.77 | 14.54 |
2008 | 304.09 | 14.58 |
2006 | 298.38 | 14.72 |
2004 | 292.81 | 13.95 |
2003 | 290.11 | 13.53 |
2002 | 287.63 | 12.96 |
2001 | 284.97 | 12.71 |
2000 | ||
1999 | 279.04 | 12.32 |
1998 | 275.85 | 11.77 |
1990 | 249.62 | 8.91 |
1989 | 246.82 | 8.85 |
1987 | 242.29 | 8.29 |
1986 | 240.13 | 7.94 |
1985 | 237.92 | 7.71 |
1984 | 235.82 | 7.4 |
1982 | 231.66 | 6.49 |
1981 | 229.47 | 6.59 |
1980 | 6.5 | |
1979 | 225.06 | 6.5 |
1977 | 220.24 | 6.02 |
1976 | 218.04 | 5.73 |
1975 | 215.97 | 5.49 |
1973 | 211.91 | 5.46 |
1972 | 209.9 | 5.25 |
1964 | 191.89 | 3.78 |
1963 | 189.24 | 3.6 |
1962 | 186.54 | 3.42 |
1961 | 183.69 | 3.28 |
1959 | 177.83 | 3.06 |
1958 | 174.88 | 2.92 |
1957 | 171.98 | 2.85 |
1956 | 168.9 | 2.84 |
1954 | 163.03 | 2.61 |
1953 | 160.18 | 2.54 |
1952 | 157.55 | 2.53 |
1951 | 154.88 | 2.4 |
1950 | 152.27 | 2.27 |
1949 | 149.19 | 2 |
1948 | 146.63 | 2.04 |
1947 | 144.13 | 1.96 |
Above is a CSV file from the file do the following:
(a) Subset the data to include only those from 1947 to 1964.
(b) Fit a linear regression model, M1, to model
population as a function of the
year using this data from 1947 to 1964.
(c) Predict the population for the missing years 1955 and
1960.
(d) Plot the population versus Year including the predicted values
for 1955 and 1960 in the range 1947 to 1964. The predicted values
must be annotated (marke