trabalho estatistica
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Trabalho Correlação e Regressão linear1-
N° de comprimidos(x) Bat. Cardíacos/min(y)3 602 701 503 805 100
COEFICIENTE DE CORRELAÇĀO 0.89377454CORRELAÇĀO POSITIVA FORTE
(y = ax + b)(128=11,591X+39,545) 7.63
1-
x Tórax y Peso26 9045 34454 41649 34841 26249 36044 33219 34
COEFICIENTE DE CORRELAÇĀO 0.99270442CORRELAÇĀO POSITIVA MUITO FORTE
0.5 1 1.5 2 2.5 3 3.5 4 4.5 5 5.540
50
60
70
80
90
100
110
f(x) = 11.5909090909091 x + 39.5454545454546R² = 0.798832923832924
DIAGRAMA DE DISPERSĀ0
Column CLinear (Column C)Column DLinear (Column D)Column ELinear (Column E)
COMPRIMIDOS
BATO
MEN
TOS
CARD
IACO
S
15 20 25 30 35 40 45 50 55 600
50
100
150
200
250
300
350
400
450
f(x) = 11.2712501515703 x − 187.462349945435R² = 0.985462060969956
DIAGRAMA DE DISPERSĀO
Column CLinear (Column C)
TÓRAX
PESO
(y = ax + b)(Y=11,271(46)-187,46) 331
2-IDADE MASSA MUSC.
71 8264 9143 10067 6856 8773 7368 7856 8076 6565 8445 11658 7645 9753 10049 10578 7773 7368 78
COEFICIENTE DE CORRELAÇĀO -0.83667663CORRELAÇĀO NEGATIA FORTE
(Y=-1,0267(50)+148,2) 96.87
15 20 25 30 35 40 45 50 55 600
50
100
150
200
250
300
350
400
450
f(x) = 11.2712501515703 x − 187.462349945435R² = 0.985462060969956
DIAGRAMA DE DISPERSĀO
Column CLinear (Column C)
TÓRAX
PESO
35 40 45 50 55 60 65 70 75 80 8560
70
80
90
100
110
120
f(x) = − 1.02666529393596 x + 148.196952537836R² = 0.700027781957567
DIAGRAMA DE DISPESĀO
Column BLinear (Column B)Column CLinear (Column C)Column DLinear (Column D)
MASSA MUSC.
IDAD
E
3-IDADE CAS
17.2 0.1943.5 0.230.7 0.2653.1 0.1637.2 0.24
21 0.227.6 0.1846.3 0.23
COEFICIENTE DE CORRELAÇĀO -0.06916401CORRELAÇĀO NEGATIVA MODERADA(Y=0,0002(28)+0,2138) 0.22
35 40 45 50 55 60 65 70 75 80 8560
70
80
90
100
110
120
f(x) = − 1.02666529393596 x + 148.196952537836R² = 0.700027781957567
DIAGRAMA DE DISPESĀO
Column BLinear (Column B)Column CLinear (Column C)Column DLinear (Column D)
MASSA MUSC.
IDAD
E
15 20 25 30 35 40 45 50 55 600.16
0.18
0.2
0.22
0.24
0.26
0.28
f(x) = − 0.000182178714185321 x + 0.213798829042957R² = 0.0047836604305429
DIAGRA DE DISPERSĀO
Column BLinear (Column B)
IDADE
CAS
4-ARMAS AUTOMATICAS TAXA DE CRIMINALIDADE
11.6 13.18.3 10.63.6 10.10.6 4.46.9 11.52.5 6.62.4 3.62.6 5.3
SIM A UMA CORRELAÇĀO COEFICIENTE DE CORRELAÇĀO 0.88498417CORRELAÇĀO POSITIVA FORTE
8-IDADE EM ANOS PESO EM LIBRAS ALT. EM POLEGADA PESCOÇO EM CM
22 173.25 72.25 38.522 154 66.25 3423 154.25 67.75 36.223 198.25 73.5 42.124 159.75 72.25 35.5
15 20 25 30 35 40 45 50 55 600.16
0.18
0.2
0.22
0.24
0.26
0.28
f(x) = − 0.000182178714185321 x + 0.213798829042957R² = 0.0047836604305429
DIAGRA DE DISPERSĀO
Column BLinear (Column B)
IDADE
CAS
0 2 4 6 8 10 12 140
2
4
6
8
10
12
14f(x) = 0.85251931796411 x + 4.04725078229772R² = 0.783196975273459
DIAGRAMA DE DISPERSĀO
Column BLinear (Column B)Column CLinear (Column C)Column DLinear (Column D)
ARMAS AUTOMATICASTA
XA D
E CR
IMIN
ALID
ADE
24 188.15 77.5 3824 184.25 71.25 34.425 210.25 74.75 3926 156 70.75 35.7
COEFICIENTE DE CORRELAÇĀO 0.74580145CORRELAÇĀ0 POSITIVA FORTE
PESO ALT173.25 72.25
154 66.25154.25 67.25198.25 73.5159.75 72.25188.15 77.25184.25 71.25210.25 74.75
156 70.75
COEFICIENTE DE CORRELAÇĀO 0.60815255CORRELAÇĀO POSITIVA MODERADA
ALT PESC72.25 38.566.25 3467.25 36.2
73.5 42.172.25 35.577.25 3871.25 34.474.75 3970.75 35.7
A- PESO E ALTURA
B- ALTURA E PESCOÇO
145 155 165 175 185 195 205 21560
62
64
66
68
70
72
74
76
78
80
f(x) = 0.121483913534804 x + 50.5033513172276R² = 0.556219798058055
DIAGRAMA DE DISPERSĀO
Column DLinear (Column D)Column ELinear (Column E)
PES0
ALTU
RA
65 67 69 71 73 75 77 7930
32
34
36
38
40
42
44
f(x) = 0.461375503505893 x + 3.91512009547964R² = 0.36984952568802
Chart Title
Column FLinear (Column F)Column GLinear (Column G)
ALTURA
PECO
ÇO
COEFICIENTE DE CORRELAÇĀO 0.28857247CORRELAÇĀO POSITIVA MUITO FRACA
ALT TÓR72.25 93.666.25 98.567.25 93.1
73.5 99.272.25 92.177.25 96.671.25 97.374.25 104.570.75 92.7
COEFICIENTE DE CORRELAÇĀO 0.69785344CORRELAÇĀO POSITIVA PESO PESCOÇO
173.25 38.5154 34
154.25 36.2198.25 42.1159.75 35.5
C- ALTURA E TÓRAX
D- PESO E PESCOÇO
65 67 69 71 73 75 77 7930
32
34
36
38
40
42
44
f(x) = 0.461375503505893 x + 3.91512009547964R² = 0.36984952568802
Chart Title
Column FLinear (Column F)Column GLinear (Column G)
ALTURA
PECO
ÇO
64 66 68 70 72 74 76 7885
90
95
100
105
110
f(x) = 0.318801089918256 x + 73.5525885558583R² = 0.0719405329432884
GRAFICO DE DISPERSĀO
Column BLinear (Column B)
ALTURA
TÓRA
X
145 155 165 175 185 195 205 21530
32
34
36
38
40
42
44
f(x) = 0.086238615781651 x + 21.9225031671319R² = 0.486999427684592
GRAFICO DE DISPERSĀO
Column BLinear (Column B)
PESO
PECO
Ç0
188.15 38184.25 34.4210.25 39
156 35.7
COEFICIENTE DE CORRELAÇĀO 0.78105072CORRELAÇĀO POSITIVA
PESO TÓRAX173.25 93.6
154 98.5154.25 93.1198.25 99.2159.75 92.1188.15 96.6184.25 97.3210.25 104.5
156 92.7
E-PESO E TÓRAX
145 155 165 175 185 195 205 21530
32
34
36
38
40
42
44
f(x) = 0.086238615781651 x + 21.9225031671319R² = 0.486999427684592
GRAFICO DE DISPERSĀO
Column BLinear (Column B)
PESO
PECO
Ç0
145 155 165 175 185 195 205 21585
90
95
100
105
110
f(x) = 0.15012134141041 x + 70.0762227836845R² = 0.610040226516783
GRAFICO DE DISPERSĀO
Column BLinear (Column B)
PESO
TÓRA
X
0.5 1 1.5 2 2.5 3 3.5 4 4.5 5 5.540
50
60
70
80
90
100
110
f(x) = 11.5909090909091 x + 39.5454545454546R² = 0.798832923832924
DIAGRAMA DE DISPERSĀ0
Column CLinear (Column C)Column DLinear (Column D)Column ELinear (Column E)
COMPRIMIDOS
BATO
MEN
TOS
CARD
IACO
S
15 20 25 30 35 40 45 50 55 600
50
100
150
200
250
300
350
400
450
f(x) = 11.2712501515703 x − 187.462349945435R² = 0.985462060969956
DIAGRAMA DE DISPERSĀO
Column CLinear (Column C)
TÓRAX
PESO
15 20 25 30 35 40 45 50 55 600
50
100
150
200
250
300
350
400
450
f(x) = 11.2712501515703 x − 187.462349945435R² = 0.985462060969956
DIAGRAMA DE DISPERSĀO
Column CLinear (Column C)
TÓRAX
PESO
35 40 45 50 55 60 65 70 75 80 8560
70
80
90
100
110
120
f(x) = − 1.02666529393596 x + 148.196952537836R² = 0.700027781957567
DIAGRAMA DE DISPESĀO
Column BLinear (Column B)Column CLinear (Column C)Column DLinear (Column D)
MASSA MUSC.
IDAD
E
35 40 45 50 55 60 65 70 75 80 8560
70
80
90
100
110
120
f(x) = − 1.02666529393596 x + 148.196952537836R² = 0.700027781957567
DIAGRAMA DE DISPESĀO
Column BLinear (Column B)Column CLinear (Column C)Column DLinear (Column D)
MASSA MUSC.
IDAD
E
15 20 25 30 35 40 45 50 55 600.16
0.18
0.2
0.22
0.24
0.26
0.28
f(x) = − 0.000182178714185321 x + 0.213798829042957R² = 0.0047836604305429
DIAGRA DE DISPERSĀO
Column BLinear (Column B)
IDADE
CAS
PESCOÇO EM CM TÓRAX EM CM93.698.593.199.292.1
15 20 25 30 35 40 45 50 55 600.16
0.18
0.2
0.22
0.24
0.26
0.28
f(x) = − 0.000182178714185321 x + 0.213798829042957R² = 0.0047836604305429
DIAGRA DE DISPERSĀO
Column BLinear (Column B)
IDADECA
S
0 2 4 6 8 10 12 140
2
4
6
8
10
12
14f(x) = 0.85251931796411 x + 4.04725078229772R² = 0.783196975273459
DIAGRAMA DE DISPERSĀO
Column BLinear (Column B)Column CLinear (Column C)Column DLinear (Column D)
ARMAS AUTOMATICAS
TAXA
DE
CRIM
INAL
IDAD
E
96.697.3
104.592.7
145 155 165 175 185 195 205 21560
62
64
66
68
70
72
74
76
78
80
f(x) = 0.121483913534804 x + 50.5033513172276R² = 0.556219798058055
DIAGRAMA DE DISPERSĀO
Column DLinear (Column D)Column ELinear (Column E)
PES0
ALTU
RA
65 67 69 71 73 75 77 7930
32
34
36
38
40
42
44
f(x) = 0.461375503505893 x + 3.91512009547964R² = 0.36984952568802
Chart Title
Column FLinear (Column F)Column GLinear (Column G)
ALTURA
PECO
ÇO
65 67 69 71 73 75 77 7930
32
34
36
38
40
42
44
f(x) = 0.461375503505893 x + 3.91512009547964R² = 0.36984952568802
Chart Title
Column FLinear (Column F)Column GLinear (Column G)
ALTURA
PECO
ÇO
64 66 68 70 72 74 76 7885
90
95
100
105
110
f(x) = 0.318801089918256 x + 73.5525885558583R² = 0.0719405329432884
GRAFICO DE DISPERSĀO
Column BLinear (Column B)
ALTURA
TÓRA
X
145 155 165 175 185 195 205 21530
32
34
36
38
40
42
44
f(x) = 0.086238615781651 x + 21.9225031671319R² = 0.486999427684592
GRAFICO DE DISPERSĀO
Column BLinear (Column B)
PESO
PECO
Ç0
145 155 165 175 185 195 205 21530
32
34
36
38
40
42
44
f(x) = 0.086238615781651 x + 21.9225031671319R² = 0.486999427684592
GRAFICO DE DISPERSĀO
Column BLinear (Column B)
PESO
PECO
Ç0
145 155 165 175 185 195 205 21585
90
95
100
105
110
f(x) = 0.15012134141041 x + 70.0762227836845R² = 0.610040226516783
GRAFICO DE DISPERSĀO
Column BLinear (Column B)
PESO
TÓRA
X
0.5 1 1.5 2 2.5 3 3.5 4 4.5 5 5.540
50
60
70
80
90
100
110
f(x) = 11.5909090909091 x + 39.5454545454546R² = 0.798832923832924
DIAGRAMA DE DISPERSĀ0
Column CLinear (Column C)Column DLinear (Column D)Column ELinear (Column E)
COMPRIMIDOS
BATO
MEN
TOS
CARD
IACO
S
15 20 25 30 35 40 45 50 55 600
50
100
150
200
250
300
350
400
450
f(x) = 11.2712501515703 x − 187.462349945435R² = 0.985462060969956
DIAGRAMA DE DISPERSĀO
Column CLinear (Column C)
TÓRAX
PESO
15 20 25 30 35 40 45 50 55 600
50
100
150
200
250
300
350
400
450
f(x) = 11.2712501515703 x − 187.462349945435R² = 0.985462060969956
DIAGRAMA DE DISPERSĀO
Column CLinear (Column C)
TÓRAX
PESO
35 40 45 50 55 60 65 70 75 80 8560
70
80
90
100
110
120
f(x) = − 1.02666529393596 x + 148.196952537836R² = 0.700027781957567
DIAGRAMA DE DISPESĀO
Column BLinear (Column B)Column CLinear (Column C)Column DLinear (Column D)
MASSA MUSC.
IDAD
E
35 40 45 50 55 60 65 70 75 80 8560
70
80
90
100
110
120
f(x) = − 1.02666529393596 x + 148.196952537836R² = 0.700027781957567
DIAGRAMA DE DISPESĀO
Column BLinear (Column B)Column CLinear (Column C)Column DLinear (Column D)
MASSA MUSC.
IDAD
E
15 20 25 30 35 40 45 50 55 600.16
0.18
0.2
0.22
0.24
0.26
0.28
f(x) = − 0.000182178714185321 x + 0.213798829042957R² = 0.0047836604305429
DIAGRA DE DISPERSĀO
Column BLinear (Column B)
IDADE
CAS
15 20 25 30 35 40 45 50 55 600.16
0.18
0.2
0.22
0.24
0.26
0.28
f(x) = − 0.000182178714185321 x + 0.213798829042957R² = 0.0047836604305429
DIAGRA DE DISPERSĀO
Column BLinear (Column B)
IDADE
CAS
0 2 4 6 8 10 12 140
2
4
6
8
10
12
14f(x) = 0.85251931796411 x + 4.04725078229772R² = 0.783196975273459
DIAGRAMA DE DISPERSĀO
Column BLinear (Column B)Column CLinear (Column C)Column DLinear (Column D)
ARMAS AUTOMATICAS
TAXA
DE
CRIM
INAL
IDAD
E
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