Description: Per capita numbers of cigarettes smoked/sold by 43 US States and the District of Columbia in 1960 along with death rates from various forms of cancer Variables:  STATE – US State/District CIG – Number of cigarettes smoked/sold (hds per capita) BLAD – Number of deaths per 100k people in the population from bladder cancer LUNG – Number of deaths per 100k people in the population from lung cancer KID – Number of deaths per 100k people in the population from kidney cancer LEUK – Number of deaths per 100k people in the population from leukemia Research Question: Taking note that cigarette sales can be swelled by tourism, find a ‘best’ simple linear model to predict the number of cigarettes smoked/sold.

MATLAB: An Introduction with Applications
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ISBN:9781119256830
Author:Amos Gilat
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Description: Per capita numbers of cigarettes smoked/sold by 43 US States and the District of Columbia in 1960 along with death rates from various forms of cancer

Variables: 

STATE – US State/District

CIG – Number of cigarettes smoked/sold (hds per capita)

BLAD – Number of deaths per 100k people in the population from bladder cancer

LUNG – Number of deaths per 100k people in the population from lung cancer

KID – Number of deaths per 100k people in the population from kidney cancer

LEUK – Number of deaths per 100k people in the population from leukemia

Research Question: Taking note that cigarette sales can be swelled by tourism, find a ‘best’ simple linear model to predict the number of cigarettes smoked/sold.

STATE
CIG
BLAD
LUNG
KID
LEUK
1 AL
18.20
2.90
17.05
1.59
6.15
2 AZ
25.82
3.52
19.80
2.75
6.61
3 AR
18.24
2.99
15.98
2.02
6.94
4 CA
28.60
4.46
22.07
2.66
7.06
5 СТ
31.10
5.11
22.83
3.35
7.20
6 DE
33.60
4.78
24.55
3.36
6.45
7 DC
40.46
5.60
27.27
3.13
7.08
8 FL
28.27
4.46
23.57
2.41
6.07
9 ID
20.10
3.08
13.58
2.46
6.62
10 IL
27.91
4.75
22.80
2.95
7.27
11 IN
26.18
4.09
20.30
2.81
7.00
12 10
22.12
4.23
16.59
2.90
7.69
13 KS
21.84
2.91
16.84
2.88
7.42
14 KY
23.44
2.86
17.71
2.13
6.41
15 LA
21.58
4.65
25.45
2.30
6.71
16 ME
28.92
4.79
20.94
3.22
6.24
17 MD
25.91
5.21
26.48
2.85
6.81
18 MA
26.92
4.69
22.04
3.03
6.89
19 MI
24.96
5.27
22.72
2.97
6.91
20 MN
22.06
3.72
14.20
3.54
8.28
21 MS
16.08
3.06
15.60
1.77
6.08
22 МО
27.56
4.04
20.98
2.55
6.82
23 MT
23.75
3.95
19.50
3.43
6.90
24 NB
23.32
3.72
16.70
2.92
7.80
Transcribed Image Text:STATE CIG BLAD LUNG KID LEUK 1 AL 18.20 2.90 17.05 1.59 6.15 2 AZ 25.82 3.52 19.80 2.75 6.61 3 AR 18.24 2.99 15.98 2.02 6.94 4 CA 28.60 4.46 22.07 2.66 7.06 5 СТ 31.10 5.11 22.83 3.35 7.20 6 DE 33.60 4.78 24.55 3.36 6.45 7 DC 40.46 5.60 27.27 3.13 7.08 8 FL 28.27 4.46 23.57 2.41 6.07 9 ID 20.10 3.08 13.58 2.46 6.62 10 IL 27.91 4.75 22.80 2.95 7.27 11 IN 26.18 4.09 20.30 2.81 7.00 12 10 22.12 4.23 16.59 2.90 7.69 13 KS 21.84 2.91 16.84 2.88 7.42 14 KY 23.44 2.86 17.71 2.13 6.41 15 LA 21.58 4.65 25.45 2.30 6.71 16 ME 28.92 4.79 20.94 3.22 6.24 17 MD 25.91 5.21 26.48 2.85 6.81 18 MA 26.92 4.69 22.04 3.03 6.89 19 MI 24.96 5.27 22.72 2.97 6.91 20 MN 22.06 3.72 14.20 3.54 8.28 21 MS 16.08 3.06 15.60 1.77 6.08 22 МО 27.56 4.04 20.98 2.55 6.82 23 MT 23.75 3.95 19.50 3.43 6.90 24 NB 23.32 3.72 16.70 2.92 7.80
25 NE
42.40
6.54
23.03
2.85
6.67
26 NJ
28.64
5.98
25.95
3.12
7.12
27 NM
21.16
2.90
14.59
2.52
5.95
28 NY
29.14
5.30
25.02
3.10
7.23
29 ND
19.96
2.89
12.12
3.62
6.99
30 ОН
26.38
4.47
21.89
2.95
7.38
31 ОК
23.44
2.93
19.45
2.45
7.46
32 РЕ
23.78
4.89
12.11
2.75
6.83
33 RI
29.18
4.99
23.68
2.84
6.35
34 SC
18.06
3.25
17.45
2.05
5.82
35 SD
20.94
3.64
14.11
3.11
8.15
36 TE
20.08
2.94
17.60
2.18
6.59
37 TX
22.57
3.21
20.74
2.69
7.02
38 UT
14.00
3.31
12.01
2.20
6.71
39 VT
25.89
4.63
21.22
3.17
6.56
40 WA
21.17
4.04
20.34
2.78
7.48
41 WI
21.25
5.14
20.55
2.34
6.73
42 wV
22.86
4.78
15.53
3.28
7.38
43 WY
28.04
3.20
15.92
2.66
5.78
44 АК
30.34
3.46
25.88
4.32
4.90
Transcribed Image Text:25 NE 42.40 6.54 23.03 2.85 6.67 26 NJ 28.64 5.98 25.95 3.12 7.12 27 NM 21.16 2.90 14.59 2.52 5.95 28 NY 29.14 5.30 25.02 3.10 7.23 29 ND 19.96 2.89 12.12 3.62 6.99 30 ОН 26.38 4.47 21.89 2.95 7.38 31 ОК 23.44 2.93 19.45 2.45 7.46 32 РЕ 23.78 4.89 12.11 2.75 6.83 33 RI 29.18 4.99 23.68 2.84 6.35 34 SC 18.06 3.25 17.45 2.05 5.82 35 SD 20.94 3.64 14.11 3.11 8.15 36 TE 20.08 2.94 17.60 2.18 6.59 37 TX 22.57 3.21 20.74 2.69 7.02 38 UT 14.00 3.31 12.01 2.20 6.71 39 VT 25.89 4.63 21.22 3.17 6.56 40 WA 21.17 4.04 20.34 2.78 7.48 41 WI 21.25 5.14 20.55 2.34 6.73 42 wV 22.86 4.78 15.53 3.28 7.38 43 WY 28.04 3.20 15.92 2.66 5.78 44 АК 30.34 3.46 25.88 4.32 4.90
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