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2004   »   91st Tour de France (GT)

Stage 10   »   Limoges  ›  Saint-Flour   (237km)
2004 | Stage 10
Limoges › Saint-Flour (237km)
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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 = 2.2 * weight - 64

This means that on average for every extra kilogram weight a rider loses 2.2 positions in the result.
Virenque
1
65 kg
Klöden
2
63 kg
Zabel
3
69 kg
Mancebo
4
64 kg
Voeckler
5
71 kg
Armstrong
6
72 kg
Totschnig
7
62 kg
Kirchen
8
68 kg
Scarponi
9
62 kg
Caucchioli
10
68 kg
Mayo
11
65 kg
Rasmussen
12
58 kg
Basso
13
70 kg
Sastre
14
61 kg
Ullrich
15
73 kg
Menchov
16
65 kg
Leipheimer
17
62 kg
Julich
18
68 kg
Simoni
19
59 kg
Landaluze
20
65 kg
González
21
70 kg
Azevedo
22
59 kg
O'Grady
23
73 kg
Pereiro
24
67 kg
González
25
69 kg
Hamilton
26
65 kg
Moreau
27
71 kg
Casar
28
63 kg
Brochard
29
68 kg
Sevilla
30
62 kg
Rogers
31
74 kg
Sabaliauskas
32
76 kg
Dufaux
33
60 kg
Karpets
34
79 kg
Osa
35
64 kg
Marinangeli
36
65 kg
Bartoli
37
65 kg
Nardello
38
74 kg
Voigt
39
76 kg
Halgand
40
67 kg
Bruseghin
41
70 kg
Zubeldia
42
68 kg
Rubiera
43
69 kg
Heras
44
59 kg
González de Galdeano
45
73 kg
Flores
46
74 kg
Gutiérrez
47
78 kg
Chavanel
48
73 kg
Serrano
49
63 kg
Pérez
50
61 kg
Noè
51
65 kg
Møller
52
70 kg
Piil
53
65 kg
Nozal
54
70 kg
Scholz
55
60 kg
Salmon
56
60 kg
Camaño
57
68 kg
Martínez
58
70 kg
Mercado
59
56 kg
Moncoutié
60
69 kg
Guerini
61
65 kg
Botcharov
62
54 kg
Verbrugghe
63
70 kg
Petrov
64
70 kg
Hincapie
65
83 kg
Landis
66
68 kg
Noval
67
71 kg
Rous
68
70 kg
Pineau
69
65 kg
Goubert
70
62 kg
Merckx
71
77 kg
Lefèvre
72
67 kg
Loosli
73
71 kg
Robin
74
63 kg
Botero
75
75 kg
Becke
76
75 kg
Wrolich
78
68 kg
Aldag
79
75 kg
Ljungqvist
80
73 kg
Ludewig
81
75 kg
Rinero
82
65 kg
Lang
83
77 kg
Krivtsov
84
72 kg
Laurent
85
72 kg
Jalabert
86
68 kg
Pozzato
87
73 kg
Cancellara
88
80 kg
Guesdon
89
73 kg
Glomser
90
67 kg
Hondo
91
73 kg
Bouvard
93
70 kg
Zanini
94
80 kg
Tosatto
95
74 kg
Grabsch
96
78 kg
Peschel
97
72 kg
Dekker
98
66 kg
Baranowski
99
68 kg
Etxebarria
100
55 kg
Gutiérrez
101
71 kg
Peron
102
70 kg
Elmiger
103
73 kg
Wegmann
104
60 kg
Boogerd
105
62 kg
Lotz
106
76 kg
Moerenhout
107
74 kg
Astarloza
108
72 kg
Baldato
109
60 kg
Bénéteau
110
67 kg
Giunti
111
62 kg
Farazijn
112
69 kg
Calzati
113
68 kg
Eisel
114
74 kg
Mengin
115
68 kg
Beltrán
116
60 kg
Scanlon
117
79 kg
de Groot
118
65 kg
Kroon
119
67 kg
Etxebarria
120
68 kg
Ekimov
121
69 kg
Tombak
122
71 kg
Renier
123
69 kg
Padrnos
124
81 kg
Sørensen
125
71 kg
Niermann
127
64 kg
Valoti
128
64 kg
Bettini
129
58 kg
Fédrigo
130
66 kg
Hruška
131
62 kg
Flecha
132
72 kg
Bäckstedt
133
94 kg
Ivanov
134
73 kg
Sunderland
135
65 kg
Bertolini
136
63 kg
Charteau
137
67 kg
Mori
138
77 kg
Vande Velde
139
69 kg
Davis
140
73 kg
Dean
141
72 kg
Simeoni
142
68 kg
Arvesen
143
74 kg
Portal
144
70 kg
Zandio
145
73 kg
Da Cruz
146
74 kg
Fofonov
147
65 kg
Vansevenant
148
65 kg
Pradera
149
66 kg
Marichal
150
72 kg
Knaven
151
68 kg
Boonen
152
82 kg
Wauters
153
73 kg
Edaleine
154
62 kg
Bramati
155
72 kg
Commesso
156
66 kg
Cooke
157
75 kg
García Acosta
158
76 kg
Vierhouten
159
71 kg
Finot
160
65 kg
Hushovd
161
83 kg
Casper
162
69 kg
Engoulvent
163
82 kg
McEwen
164
67 kg
Nazon
165
74 kg
Wilson
166
72 kg
Auger
167
78 kg
Kessler
168
70 kg
Joly
169
74 kg
Weight (KG) →
Result →
94
54
1
169
# Rider Weight (KG)
1 VIRENQUE Richard65
2 KLÖDEN Andreas63
3 ZABEL Erik69
4 MANCEBO Francisco64
5 VOECKLER Thomas71
6 ARMSTRONG Lance72
7 TOTSCHNIG Georg62
8 KIRCHEN Kim68
9 SCARPONI Michele62
10 CAUCCHIOLI Pietro68
11 MAYO Iban65
12 RASMUSSEN Michael58
13 BASSO Ivan70
14 SASTRE Carlos61
15 ULLRICH Jan73
16 MENCHOV Denis65
17 LEIPHEIMER Levi62
18 JULICH Bobby68
19 SIMONI Gilberto59
20 LANDALUZE Iñigo65
21 GONZÁLEZ Santos70
22 AZEVEDO José Bento59
23 O'GRADY Stuart73
24 PEREIRO Óscar67
25 GONZÁLEZ Aitor69
26 HAMILTON Tyler65
27 MOREAU Christophe71
28 CASAR Sandy63
29 BROCHARD Laurent68
30 SEVILLA Óscar62
31 ROGERS Michael74
32 SABALIAUSKAS Marius76
33 DUFAUX Laurent60
34 KARPETS Vladimir79
35 OSA Aitor64
36 MARINANGELI Sergio65
37 BARTOLI Michele65
38 NARDELLO Daniele74
39 VOIGT Jens76
40 HALGAND Patrice67
41 BRUSEGHIN Marzio70
42 ZUBELDIA Haimar68
43 RUBIERA José Luis69
44 HERAS Roberto59
45 GONZÁLEZ DE GALDEANO Igor73
46 FLORES Iker74
47 GUTIÉRREZ José Enrique78
48 CHAVANEL Sylvain73
49 SERRANO Marcos Antonio63
50 PÉREZ Santiago61
51 NOÈ Andrea65
52 MØLLER Claus Michael70
53 PIIL Jakob Storm65
54 NOZAL Isidro70
55 SCHOLZ Ronny60
56 SALMON Benoît60
57 CAMAÑO Iker68
58 MARTÍNEZ Egoi70
59 MERCADO Juan Miguel56
60 MONCOUTIÉ David69
61 GUERINI Giuseppe65
62 BOTCHAROV Alexandre54
63 VERBRUGGHE Rik70
64 PETROV Evgeni70
65 HINCAPIE George83
66 LANDIS Floyd68
67 NOVAL Benjamín71
68 ROUS Didier70
69 PINEAU Jérôme65
70 GOUBERT Stéphane62
71 MERCKX Axel77
72 LEFÈVRE Laurent67
73 LOOSLI David71
74 ROBIN Jean-Cyril63
75 BOTERO Santiago75
76 BECKE Daniel75
78 WROLICH Peter68
79 ALDAG Rolf75
80 LJUNGQVIST Marcus73
81 LUDEWIG Jörg75
82 RINERO Christophe65
83 LANG Sebastian77
84 KRIVTSOV Yuriy72
85 LAURENT Christophe72
86 JALABERT Nicolas68
87 POZZATO Filippo73
88 CANCELLARA Fabian80
89 GUESDON Frédéric73
90 GLOMSER Gerrit67
91 HONDO Danilo73
93 BOUVARD Gilles70
94 ZANINI Stefano80
95 TOSATTO Matteo74
96 GRABSCH Bert78
97 PESCHEL Uwe72
98 DEKKER Erik66
99 BARANOWSKI Dariusz68
100 ETXEBARRIA David55
101 GUTIÉRREZ José Iván71
102 PERON Andrea70
103 ELMIGER Martin73
104 WEGMANN Fabian60
105 BOOGERD Michael62
106 LOTZ Marc76
107 MOERENHOUT Koos74
108 ASTARLOZA Mikel72
109 BALDATO Fabio60
110 BÉNÉTEAU Walter67
111 GIUNTI Massimo62
112 FARAZIJN Peter69
113 CALZATI Sylvain68
114 EISEL Bernhard74
115 MENGIN Christophe68
116 BELTRÁN Manuel60
117 SCANLON Mark79
118 DE GROOT Bram65
119 KROON Karsten67
120 ETXEBARRIA Unai68
121 EKIMOV Viatcheslav69
122 TOMBAK Janek71
123 RENIER Franck69
124 PADRNOS Pavel81
125 SØRENSEN Nicki71
127 NIERMANN Grischa64
128 VALOTI Paolo64
129 BETTINI Paolo58
130 FÉDRIGO Pierrick66
131 HRUŠKA Jan62
132 FLECHA Juan Antonio72
133 BÄCKSTEDT Magnus94
134 IVANOV Sergei73
135 SUNDERLAND Scott65
136 BERTOLINI Alessandro63
137 CHARTEAU Anthony67
138 MORI Massimiliano77
139 VANDE VELDE Christian69
140 DAVIS Allan73
141 DEAN Julian72
142 SIMEONI Filippo68
143 ARVESEN Kurt-Asle74
144 PORTAL Nicolas70
145 ZANDIO Xabier73
146 DA CRUZ Carlos74
147 FOFONOV Dmitriy65
148 VANSEVENANT Wim65
149 PRADERA Mikel66
150 MARICHAL Thierry72
151 KNAVEN Servais68
152 BOONEN Tom82
153 WAUTERS Marc73
154 EDALEINE Christophe62
155 BRAMATI Davide72
156 COMMESSO Salvatore66
157 COOKE Baden75
158 GARCÍA ACOSTA José Vicente76
159 VIERHOUTEN Aart71
160 FINOT Frédéric65
161 HUSHOVD Thor83
162 CASPER Jimmy69
163 ENGOULVENT Jimmy82
164 MCEWEN Robbie67
165 NAZON Jean-Patrick74
166 WILSON Matthew72
167 AUGER Guillaume78
168 KESSLER Matthias70
169 JOLY Sébastien74