Question

In: Statistics and Probability

Year # AIDS cases diagnosed # AIDS deaths Year # AIDS cases diagnosed # AIDS deaths...

Year # AIDS cases diagnosed # AIDS deaths

Year # AIDS cases diagnosed # AIDS deaths
Pre–1981 91 29
1981 319 121
1982 1,170 453
1983 3,076 1,482
1984 6,240 3,466
1985 11,776 6,878
1986 19,032 11,987
1987 28,564 16,162
1988 35,447 20,868
1989 42,674 27,591
1990 48,634 31,335
1991 59,660 36,560
1992 78,530 41,055
1993 78,834 44,730
1994 71,874 49,095
1995 68,505 49,456
1996 59,347 38,510
1997 47,149 20,736
1998 38,393 19,005
1999 25,174 18,454
2000 25,522 17,347
2001 25,643 17,402
2002 26,464 16,371
Total 802,118 489,093

Graph "year" vs. "# AIDS deaths." Do not include pre-1981. Label both axes with words. Scale both axes. Calculate the following. (Round your answers to the nearest whole number. Round the correlation coefficient r to four decimal places.)

a =

b=

r=

n=

Solutions

Expert Solution

        X - Mx         Y - My        (X - Mx)2 (X - Mx)(Y - My)
-10.5 -22109.1818 110.25 232146.4091
-9.5 -21777.1818 90.25 206883.2273
-8.5 -20748.1818 72.25 176359.5455
-7.5 -18764.1818 56.25 140731.3636
-6.5 -15352.1818 42.25 99789.1818
-5.5 -10243.1818 30.25 56337.5
-4.5 -6068.1818 20.25 27306.8182
-3.5 -1362.1818 12.25 4767.6364
-2.5 5360.8182 6.25 -13402.0455
-1.5 9104.8182 2.25 -13657.2273
-0.5 14329.8182 0.25 -7164.9091
0.5 18824.8182 0.25 9412.4091
1.5 22499.8182 2.25 33749.7273
2.5 26864.8182 6.25 67162.0455
3.5 27225.8182 12.25 95290.3636
4.5 16279.8182 20.25 73259.1818
5.5 -1494.1818 30.25 -8218
6.5 -3225.1818 42.25 -20963.6818
7.5 -3776.1818 56.25 -28321.3636
8.5 -4883.1818 72.25 -41507.0455
9.5 -4828.1818 90.25 -45867.7273
10.5 -5859.1818 110.25 -61521.4091
SS: 885.5 SP: 982572

Sum of X = 43813
Sum of Y = 489064
Mean X = 1991.5
Mean Y = 22230.1818
Sum of squares (SSX) = 885.5
Sum of products (SP) = 982572

Regression Equation = ŷ = bX + a

b = SP/SSX = 982572/885.5 = 1110

a = MY - bMX = 22230.18 - (1109.62*1991.5) = -2187586

ŷ = 1110X - 2187586

        X - Mx         Y - My        (X - Mx)2        (Y - My)2 (X - Mx)(Y - My)
-10.5 -22109.182 110.25 488815920.7 232146.409
-9.5 -21777.182 90.25 474245647.9 206883.227
-8.5 -20748.182 72.25 430487048.8 176359.545
-7.5 -18764.182 56.25 352094519.3 140731.364
-6.5 -15352.182 42.25 235689486.6 99789.182
-5.5 -10243.182 30.25 104922773.8 56337.5
-4.5 -6068.182 20.25 36822830.58 27306.818
-3.5 -1362.182 12.25 1855539.306 4767.636
-2.5 5360.818 6.25 28738371.58 -13402.045
-1.5 9104.818 2.25 82897714.12 -13657.227
-0.5 14329.818 0.25 205343689.1 -7164.909
0.5 18824.818 0.25 354373779.6 9412.409
1.5 22499.818 2.25 506241818.2 33749.727
2.5 26864.818 6.25 721718455.9 67162.045
3.5 27225.818 12.25 741245175.7 95290.364
4.5 16279.818 20.25 265032480 73259.182
5.5 -1494.182 30.25 2232579.306 -8218
6.5 -3225.182 42.25 10401797.76 -20963.682
7.5 -3776.182 56.25 14259549.12 -28321.364
8.5 -4883.182 72.25 23845464.67 -41507.045
9.5 -4828.182 90.25 23311339.67 -45867.727
10.5 -5859.182 110.25 34330011.58 -61521.409
Mx: 1991.500 My: 22230.182 Sum: 885.500 Sum: 5138905993.273 Sum: 982572.000

X Values
∑ = 43813
Mean = 1991.5
∑(X - Mx)2 = SSx = 885.5

Y Values
∑ = 489064
Mean = 22230.182
∑(Y - My)2 = SSy = 5138905993.273

X and Y Combined
N = 22
∑(X - Mx)(Y - My) = 982572

R Calculation
r = ∑((X - My)(Y - Mx)) / √((SSx)(SSy))

r = 982572 / √((885.5)(5138905993.273)) = 0.4606

n=22


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