NEXT»
2003
2005

2004   »   91st Tour de France (GT)

Prologue   »   Liege  ›  Liege   (6.1km)
2004 | Prologue
Liege › Liege (6.1km)
menu

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 = -2.4 * weight + 260

This means that on average for every extra kilogram weight a rider loses -2.4 positions in the result.
Cancellara
1
80 kg
Armstrong
2
72 kg
Gutiérrez
3
71 kg
McGee
4
72 kg
Hushovd
5
83 kg
Pereiro
6
67 kg
Voigt
7
76 kg
Moreau
8
71 kg
Julich
9
68 kg
Hincapie
10
83 kg
Gutiérrez
11
78 kg
Vicioso
12
60 kg
Leipheimer
13
62 kg
Sastre
14
61 kg
Arvesen
15
74 kg
Ullrich
16
73 kg
Landis
17
68 kg
Hamilton
18
65 kg
Ekimov
19
69 kg
Peron
20
70 kg
Hondo
21
73 kg
Wauters
22
73 kg
González
23
70 kg
Klöden
24
63 kg
Becke
25
75 kg
Mayo
26
65 kg
González de Galdeano
27
73 kg
Boonen
28
82 kg
Noval
29
71 kg
Karpets
30
79 kg
Grabsch
31
78 kg
O'Grady
32
73 kg
González
33
69 kg
Flecha
34
72 kg
Cipollini
35
77 kg
Lang
36
77 kg
de Groot
37
65 kg
Azevedo
38
59 kg
Landaluze
39
65 kg
Jalabert
40
68 kg
Scarponi
41
62 kg
Engoulvent
42
82 kg
Eisel
43
74 kg
Lefèvre
44
67 kg
Hruška
45
62 kg
Zabel
46
69 kg
Rubiera
47
69 kg
Sevilla
48
62 kg
Aldag
49
75 kg
Sabaliauskas
50
76 kg
Verbrugghe
51
70 kg
Chavanel
52
73 kg
Pradera
53
66 kg
Boogerd
54
62 kg
Krivtsov
55
72 kg
Zubeldia
56
68 kg
Peschel
57
72 kg
Brochard
58
68 kg
Petacchi
59
70 kg
Moncoutié
60
69 kg
Fofonov
61
65 kg
Bäckstedt
62
94 kg
Scanlon
63
79 kg
Seigneur
64
71 kg
Simeoni
65
68 kg
Camaño
66
68 kg
Niermann
67
64 kg
Bartoli
68
65 kg
Dekker
69
66 kg
Basso
70
70 kg
Botero
71
75 kg
Dean
72
72 kg
Casar
73
63 kg
Tosatto
74
74 kg
Padrnos
75
81 kg
Etxebarria
76
68 kg
Menchov
77
65 kg
Astarloza
78
72 kg
Pozzato
79
73 kg
Bruseghin
80
70 kg
Cooke
81
75 kg
Pineau
82
65 kg
Piil
83
65 kg
Rous
84
70 kg
Halgand
85
67 kg
Petrov
86
70 kg
Edaleine
87
62 kg
Baranowski
88
68 kg
Vande Velde
89
69 kg
Joly
90
74 kg
Nardello
91
74 kg
Mancebo
92
64 kg
Dufaux
93
60 kg
Ljungqvist
94
73 kg
Nazon
95
74 kg
McEwen
96
67 kg
Sørensen
97
71 kg
Knaven
98
68 kg
Portal
99
70 kg
Finot
100
65 kg
Bénéteau
101
67 kg
Kessler
102
70 kg
Zandio
103
73 kg
Heras
104
59 kg
Scholz
105
60 kg
Marichal
106
72 kg
Haselbacher
107
69 kg
Casper
108
69 kg
Caucchioli
109
68 kg
Da Cruz
110
74 kg
Bertolini
111
63 kg
Tombak
112
71 kg
Hvastija
113
75 kg
Davis
114
73 kg
Marinangeli
115
65 kg
Nozal
116
70 kg
Wegmann
117
60 kg
Commesso
118
66 kg
Lotz
119
76 kg
Merckx
120
77 kg
Rogers
121
74 kg
Ivanov
122
73 kg
Hary
123
68 kg
Auger
124
78 kg
Elmiger
125
73 kg
Glomser
126
67 kg
Serrano
127
63 kg
Goubert
128
62 kg
Osa
129
64 kg
Laurent
130
72 kg
Baldato
131
60 kg
Charteau
132
67 kg
Loosli
133
71 kg
Totschnig
134
62 kg
Noè
135
65 kg
Bettini
136
58 kg
Ludewig
137
75 kg
Pérez
138
61 kg
Zanini
139
80 kg
Renier
140
69 kg
Voeckler
141
71 kg
Kirchen
142
68 kg
Simoni
143
59 kg
Dumoulin
144
57 kg
Hinault
145
63 kg
Bessy
146
65 kg
Sunderland
147
65 kg
Calzati
148
68 kg
Fédrigo
149
66 kg
Flores
150
74 kg
Vansevenant
151
65 kg
Bramati
152
72 kg
Kirsipuu
153
80 kg
Bouvard
154
70 kg
Mengin
155
68 kg
Rasmussen
157
58 kg
Guerini
158
65 kg
Giunti
159
62 kg
Kroon
160
67 kg
Brandt
161
66 kg
Moerenhout
162
74 kg
Møller
163
70 kg
Celestino
164
67 kg
Valoti
165
64 kg
Montgomery
166
62 kg
Beltrán
167
60 kg
Mercado
168
56 kg
Robin
169
63 kg
Velo
171
70 kg
García Acosta
172
76 kg
Rinero
173
65 kg
Virenque
174
65 kg
Mori
175
77 kg
Martínez
176
70 kg
Salmon
177
60 kg
Wrolich
178
68 kg
Vierhouten
179
71 kg
Gates
180
71 kg
Wilson
181
72 kg
Botcharov
183
54 kg
Fagnini
184
70 kg
Farazijn
185
69 kg
Etxebarria
187
55 kg
Guesdon
188
73 kg
Weight (KG) →
Result →
94
54
1
188
# Rider Weight (KG)
1 CANCELLARA Fabian80
2 ARMSTRONG Lance72
3 GUTIÉRREZ José Iván71
4 MCGEE Bradley72
5 HUSHOVD Thor83
6 PEREIRO Óscar67
7 VOIGT Jens76
8 MOREAU Christophe71
9 JULICH Bobby68
10 HINCAPIE George83
11 GUTIÉRREZ José Enrique78
12 VICIOSO Ángel60
13 LEIPHEIMER Levi62
14 SASTRE Carlos61
15 ARVESEN Kurt-Asle74
16 ULLRICH Jan73
17 LANDIS Floyd68
18 HAMILTON Tyler65
19 EKIMOV Viatcheslav69
20 PERON Andrea70
21 HONDO Danilo73
22 WAUTERS Marc73
23 GONZÁLEZ Santos70
24 KLÖDEN Andreas63
25 BECKE Daniel75
26 MAYO Iban65
27 GONZÁLEZ DE GALDEANO Igor73
28 BOONEN Tom82
29 NOVAL Benjamín71
30 KARPETS Vladimir79
31 GRABSCH Bert78
32 O'GRADY Stuart73
33 GONZÁLEZ Aitor69
34 FLECHA Juan Antonio72
35 CIPOLLINI Mario77
36 LANG Sebastian77
37 DE GROOT Bram65
38 AZEVEDO José Bento59
39 LANDALUZE Iñigo65
40 JALABERT Nicolas68
41 SCARPONI Michele62
42 ENGOULVENT Jimmy82
43 EISEL Bernhard74
44 LEFÈVRE Laurent67
45 HRUŠKA Jan62
46 ZABEL Erik69
47 RUBIERA José Luis69
48 SEVILLA Óscar62
49 ALDAG Rolf75
50 SABALIAUSKAS Marius76
51 VERBRUGGHE Rik70
52 CHAVANEL Sylvain73
53 PRADERA Mikel66
54 BOOGERD Michael62
55 KRIVTSOV Yuriy72
56 ZUBELDIA Haimar68
57 PESCHEL Uwe72
58 BROCHARD Laurent68
59 PETACCHI Alessandro70
60 MONCOUTIÉ David69
61 FOFONOV Dmitriy65
62 BÄCKSTEDT Magnus94
63 SCANLON Mark79
64 SEIGNEUR Eddy71
65 SIMEONI Filippo68
66 CAMAÑO Iker68
67 NIERMANN Grischa64
68 BARTOLI Michele65
69 DEKKER Erik66
70 BASSO Ivan70
71 BOTERO Santiago75
72 DEAN Julian72
73 CASAR Sandy63
74 TOSATTO Matteo74
75 PADRNOS Pavel81
76 ETXEBARRIA Unai68
77 MENCHOV Denis65
78 ASTARLOZA Mikel72
79 POZZATO Filippo73
80 BRUSEGHIN Marzio70
81 COOKE Baden75
82 PINEAU Jérôme65
83 PIIL Jakob Storm65
84 ROUS Didier70
85 HALGAND Patrice67
86 PETROV Evgeni70
87 EDALEINE Christophe62
88 BARANOWSKI Dariusz68
89 VANDE VELDE Christian69
90 JOLY Sébastien74
91 NARDELLO Daniele74
92 MANCEBO Francisco64
93 DUFAUX Laurent60
94 LJUNGQVIST Marcus73
95 NAZON Jean-Patrick74
96 MCEWEN Robbie67
97 SØRENSEN Nicki71
98 KNAVEN Servais68
99 PORTAL Nicolas70
100 FINOT Frédéric65
101 BÉNÉTEAU Walter67
102 KESSLER Matthias70
103 ZANDIO Xabier73
104 HERAS Roberto59
105 SCHOLZ Ronny60
106 MARICHAL Thierry72
107 HASELBACHER René69
108 CASPER Jimmy69
109 CAUCCHIOLI Pietro68
110 DA CRUZ Carlos74
111 BERTOLINI Alessandro63
112 TOMBAK Janek71
113 HVASTIJA Martin75
114 DAVIS Allan73
115 MARINANGELI Sergio65
116 NOZAL Isidro70
117 WEGMANN Fabian60
118 COMMESSO Salvatore66
119 LOTZ Marc76
120 MERCKX Axel77
121 ROGERS Michael74
122 IVANOV Sergei73
123 HARY Maryan68
124 AUGER Guillaume78
125 ELMIGER Martin73
126 GLOMSER Gerrit67
127 SERRANO Marcos Antonio63
128 GOUBERT Stéphane62
129 OSA Aitor64
130 LAURENT Christophe72
131 BALDATO Fabio60
132 CHARTEAU Anthony67
133 LOOSLI David71
134 TOTSCHNIG Georg62
135 NOÈ Andrea65
136 BETTINI Paolo58
137 LUDEWIG Jörg75
138 PÉREZ Santiago61
139 ZANINI Stefano80
140 RENIER Franck69
141 VOECKLER Thomas71
142 KIRCHEN Kim68
143 SIMONI Gilberto59
144 DUMOULIN Samuel57
145 HINAULT Sébastien63
146 BESSY Frédéric65
147 SUNDERLAND Scott65
148 CALZATI Sylvain68
149 FÉDRIGO Pierrick66
150 FLORES Iker74
151 VANSEVENANT Wim65
152 BRAMATI Davide72
153 KIRSIPUU Jaan80
154 BOUVARD Gilles70
155 MENGIN Christophe68
157 RASMUSSEN Michael58
158 GUERINI Giuseppe65
159 GIUNTI Massimo62
160 KROON Karsten67
161 BRANDT Christophe66
162 MOERENHOUT Koos74
163 MØLLER Claus Michael70
164 CELESTINO Mirko67
165 VALOTI Paolo64
166 MONTGOMERY Sven62
167 BELTRÁN Manuel60
168 MERCADO Juan Miguel56
169 ROBIN Jean-Cyril63
171 VELO Marco70
172 GARCÍA ACOSTA José Vicente76
173 RINERO Christophe65
174 VIRENQUE Richard65
175 MORI Massimiliano77
176 MARTÍNEZ Egoi70
177 SALMON Benoît60
178 WROLICH Peter68
179 VIERHOUTEN Aart71
180 GATES Nick71
181 WILSON Matthew72
183 BOTCHAROV Alexandre54
184 FAGNINI Gian Matteo70
185 FARAZIJN Peter69
187 ETXEBARRIA David55
188 GUESDON Frédéric73