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2008»95th

Tour de France

(2.HC)
2008»Stage 14»NîmesDigne-les-Bains(194.5km)

Regression line on weight and result

With regression analysis we can check if there is a relationship between a dependent (also called outcome variable) and an independent variable. In this statistic, the relationship between the weight of a rider and the result (outcome) is investigated.

The formula for the regression line on the riders in the result is as follows:

result = 1.7 * weight - 41

This means that on average for every extra kilogram weight a rider loses 1.7 positions in the result.
Freire
1
63 kg
Duque
2
59 kg
Zabel
3
69 kg
Dean
4
72 kg
de Jongh
5
76 kg
Ballan
6
73 kg
Pérez
7
65 kg
Pineau
8
65 kg
Tosatto
9
74 kg
Hushovd
10
83 kg
Florencio
11
59 kg
Schumacher
12
71 kg
Elmiger
12
73 kg
Lang
13
77 kg
Pozzato
14
73 kg
Lequatre
15
64 kg
Augustyn
16
65 kg
Froome
17
68 kg
Isasi
18
70 kg
Kirchen
19
68 kg
Vande Velde
20
69 kg
Ciolek
21
75 kg
Pereiro
22
67 kg
Cancellara
23
80 kg
Valverde
24
61 kg
Fofonov
25
65 kg
Feillu
26
62 kg
Evans
27
64 kg
Siutsou
28
68 kg
Velits
29
63 kg
Popovych
30
64 kg
Kohl
32
61 kg
Knees
31
81 kg
Schleck
32
65 kg
Gonzalo
33
66 kg
Aerts
34
68 kg
Carrara
35
67 kg
Sánchez
36
65 kg
Portal
37
70 kg
Monfort
38
66 kg
Arvesen
39
74 kg
Kreuziger
40
65 kg
Hincapie
41
83 kg
Botcharov
42
54 kg
Bruseghin
43
70 kg
Van De Walle
44
74 kg
Flecha
45
72 kg
Terpstra
46
75 kg
Gilbert
47
75 kg
Fothen
48
71 kg
Dumoulin
49
57 kg
Löfkvist
50
70 kg
Cunego
51
58 kg
Efimkin
52
67 kg
Schleck
53
68 kg
Astarloza
54
72 kg
Gerrans
55
62 kg
Valjavec
56
59 kg
Pauriol
57
68 kg
Nibali
58
65 kg
Pate
59
73 kg
Le Mével
60
61 kg
Sastre
61
61 kg
Menchov
62
65 kg
Casar
63
63 kg
Moerenhout
64
74 kg
Weening
65
68 kg
Fischer
66
65 kg
Zubeldia
67
68 kg
Dessel
68
63 kg
Goubert
69
62 kg
Vaugrenard
70
72 kg
ten Dam
71
67 kg
Txurruka
72
58 kg
Gustov
73
64 kg
Arroyo
74
63 kg
Dupont
75
57 kg
Szmyd
76
60 kg
Martínez
77
70 kg
Moinard
78
69 kg
Lelay
79
67 kg
Millar
80
79 kg
Lefèvre
81
67 kg
Velo
82
70 kg
Vogondy
83
62 kg
Devolder
84
72 kg
López
85
68 kg
Posthuma
86
76 kg
Scholz
87
60 kg
Moncoutié
88
69 kg
Marzano
89
58 kg
Chavanel
90
73 kg
Burghardt
91
75 kg
Hansen
92
72 kg
Schröder
93
64 kg
Hesjedal
94
73 kg
Hunter
95
72 kg
Barredo
98
61 kg
Augé
96
65 kg
Haussler
97
74 kg
Di Grégorio
98
67 kg
Fédrigo
99
66 kg
Bichot
100
67 kg
Tiralongo
101
63 kg
Sánchez
102
73 kg
O'Grady
103
73 kg
Voigt
104
76 kg
Cavendish
105
70 kg
Lancaster
106
78 kg
Rosseler
107
78 kg
Sørensen
108
71 kg
Tschopp
109
62 kg
Casper
110
69 kg
Engoulvent
111
82 kg
Gérard
112
70 kg
Lowe
113
64 kg
Righi
114
70 kg
Cheula
115
62 kg
Oroz
116
71 kg
Mori
117
77 kg
Maaskant
118
76 kg
Coyot
119
76 kg
Verdugo
120
71 kg
Langeveld
121
67 kg
Arrieta
122
68 kg
Roy
123
70 kg
Wegmann
124
60 kg
Willems
125
67 kg
le Boulanger
126
70 kg
Brandt
127
66 kg
Chicchi
128
76 kg
Quinziato
129
74 kg
Grabsch
130
81 kg
García Acosta
131
76 kg
Bono
132
60 kg
Gutiérrez
133
71 kg
Clement
134
66 kg
Krauß
135
81 kg
Tankink
136
71 kg
Riblon
137
65 kg
Voeckler
138
71 kg
Bonnet
139
80 kg
Brard
140
74 kg
Steegmans
141
82 kg
McEwen
142
67 kg
Eisel
143
74 kg
Kuschynski
144
65 kg
Müller
145
79 kg
Förster
146
83 kg
Frischkorn
147
68 kg
Cioni
148
72 kg
Hoste
149
80 kg
Vansummeren
150
79 kg
Vansevenant
151
65 kg
Renshaw
152
74 kg
Sprick
153
71 kg
Chavanel
154
77 kg
Weight (KG) →
Result →
83
54
1
154
#RiderWeight (KG)
1 FREIRE Óscar63
2 DUQUE Leonardo Fabio59
3 ZABEL Erik69
4 DEAN Julian72
5 DE JONGH Steven76
6 BALLAN Alessandro73
7 PÉREZ Rubén65
8 PINEAU Jérôme65
9 TOSATTO Matteo74
10 HUSHOVD Thor83
11 FLORENCIO Xavier59
12 SCHUMACHER Stefan71
12 ELMIGER Martin73
13 LANG Sebastian77
14 POZZATO Filippo73
15 LEQUATRE Geoffroy64
16 AUGUSTYN John-Lee65
17 FROOME Chris68
18 ISASI Iñaki70
19 KIRCHEN Kim68
20 VANDE VELDE Christian69
21 CIOLEK Gerald75
22 PEREIRO Óscar67
23 CANCELLARA Fabian80
24 VALVERDE Alejandro61
25 FOFONOV Dmitriy65
26 FEILLU Romain62
27 EVANS Cadel64
28 SIUTSOU Kanstantsin68
29 VELITS Peter63
30 POPOVYCH Yaroslav64
32 KOHL Bernhard61
31 KNEES Christian81
32 SCHLECK Fränk65
33 GONZALO Eduardo66
34 AERTS Mario68
35 CARRARA Matteo67
36 SÁNCHEZ Samuel65
37 PORTAL Nicolas70
38 MONFORT Maxime66
39 ARVESEN Kurt-Asle74
40 KREUZIGER Roman65
41 HINCAPIE George83
42 BOTCHAROV Alexandre54
43 BRUSEGHIN Marzio70
44 VAN DE WALLE Jurgen74
45 FLECHA Juan Antonio72
46 TERPSTRA Niki75
47 GILBERT Philippe75
48 FOTHEN Markus71
49 DUMOULIN Samuel57
50 LÖFKVIST Thomas70
51 CUNEGO Damiano58
52 EFIMKIN Vladimir67
53 SCHLECK Andy68
54 ASTARLOZA Mikel72
55 GERRANS Simon62
56 VALJAVEC Tadej59
57 PAURIOL Rémi68
58 NIBALI Vincenzo65
59 PATE Danny73
60 LE MÉVEL Christophe61
61 SASTRE Carlos61
62 MENCHOV Denis65
63 CASAR Sandy63
64 MOERENHOUT Koos74
65 WEENING Pieter68
66 FISCHER Murilo Antonio65
67 ZUBELDIA Haimar68
68 DESSEL Cyril63
69 GOUBERT Stéphane62
70 VAUGRENARD Benoît72
71 TEN DAM Laurens67
72 TXURRUKA Amets58
73 GUSTOV Volodymyr64
74 ARROYO David63
75 DUPONT Hubert57
76 SZMYD Sylwester60
77 MARTÍNEZ Egoi70
78 MOINARD Amaël69
79 LELAY David67
80 MILLAR David79
81 LEFÈVRE Laurent67
82 VELO Marco70
83 VOGONDY Nicolas62
84 DEVOLDER Stijn72
85 LÓPEZ David68
86 POSTHUMA Joost76
87 SCHOLZ Ronny60
88 MONCOUTIÉ David69
89 MARZANO Marco58
90 CHAVANEL Sylvain73
91 BURGHARDT Marcus75
92 HANSEN Adam72
93 SCHRÖDER Björn64
94 HESJEDAL Ryder73
95 HUNTER Robert72
98 BARREDO Carlos61
96 AUGÉ Stéphane65
97 HAUSSLER Heinrich74
98 DI GRÉGORIO Rémy67
99 FÉDRIGO Pierrick66
100 BICHOT Freddy67
101 TIRALONGO Paolo63
102 SÁNCHEZ Luis León73
103 O'GRADY Stuart73
104 VOIGT Jens76
105 CAVENDISH Mark70
106 LANCASTER Brett78
107 ROSSELER Sébastien78
108 SØRENSEN Nicki71
109 TSCHOPP Johann62
110 CASPER Jimmy69
111 ENGOULVENT Jimmy82
112 GÉRARD Arnaud70
113 LOWE Trent64
114 RIGHI Daniele70
115 CHEULA Giampaolo62
116 OROZ Juan José71
117 MORI Massimiliano77
118 MAASKANT Martijn76
119 COYOT Arnaud76
120 VERDUGO Gorka71
121 LANGEVELD Sebastian67
122 ARRIETA José Luis68
123 ROY Jérémy70
124 WEGMANN Fabian60
125 WILLEMS Frederik67
126 LE BOULANGER Yoann70
127 BRANDT Christophe66
128 CHICCHI Francesco76
129 QUINZIATO Manuel74
130 GRABSCH Ralf81
131 GARCÍA ACOSTA José Vicente76
132 BONO Matteo60
133 GUTIÉRREZ José Iván71
134 CLEMENT Stef66
135 KRAUß Sven81
136 TANKINK Bram71
137 RIBLON Christophe65
138 VOECKLER Thomas71
139 BONNET William80
140 BRARD Florent74
141 STEEGMANS Gert82
142 MCEWEN Robbie67
143 EISEL Bernhard74
144 KUSCHYNSKI Aleksandr65
145 MÜLLER Martin79
146 FÖRSTER Robert83
147 FRISCHKORN William68
148 CIONI Dario David72
149 HOSTE Leif80
150 VANSUMMEREN Johan79
151 VANSEVENANT Wim65
152 RENSHAW Mark74
153 SPRICK Matthieu71
154 CHAVANEL Sébastien77