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2001   »   88th Tour de France (GT)

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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 = -1.7 * weight + 207

This means that on average for every extra kilogram weight a rider loses -1.7 positions in the result.
Moreau
1
71 kg
González de Galdeano
2
73 kg
Armstrong
3
72 kg
Ullrich
4
73 kg
Brard
5
74 kg
Botero
6
75 kg
Beloki
7
68 kg
O'Grady
8
73 kg
Sastre
9
61 kg
Tauler
10
74 kg
Kirsipuu
11
80 kg
McGee
12
72 kg
Wauters
13
73 kg
Gutiérrez
14
78 kg
Rous
15
70 kg
Brochard
16
68 kg
Casero
17
72 kg
Kjærgaard
18
74 kg
Hushovd
19
83 kg
Ekimov
20
69 kg
González
21
70 kg
Jaksche
22
69 kg
Hincapie
23
83 kg
Klöden
24
63 kg
Peña
25
65 kg
Bartoli
26
65 kg
Brożyna
27
65 kg
Jalabert
28
66 kg
Durand
29
76 kg
Verbrugghe
30
70 kg
González
31
69 kg
Bertogliati
32
73 kg
Pinotti
33
67 kg
Knaven
34
68 kg
Nardello
35
74 kg
Vaughters
36
64 kg
Mattan
37
69 kg
Seigneur
38
71 kg
Heulot
39
69 kg
Voigt
40
76 kg
Gutiérrez
41
71 kg
Bergès
42
68 kg
Julich
43
68 kg
Pascual Llorente
44
68 kg
Hamilton
45
65 kg
Tosatto
47
74 kg
Morin
48
79 kg
Niermann
49
64 kg
Halgand
50
67 kg
de Groot
51
65 kg
Belohvoščiks
52
70 kg
Dierckxsens
53
71 kg
Sivakov
54
72 kg
Serrano
55
63 kg
Vogondy
56
62 kg
Chavanel
57
73 kg
Cuesta
58
62 kg
Lelli
60
69 kg
Vande Velde
61
69 kg
Garzelli
62
62 kg
Maignan
63
63 kg
Mancebo
64
64 kg
Dekker
65
66 kg
Etxebarria
66
68 kg
Vinokourov
67
68 kg
Hunter
68
72 kg
Capelle
69
73 kg
Pérez Rodríguez
70
67 kg
Jalabert
71
68 kg
Ivanov
72
73 kg
Agnolutto
73
69 kg
Odriozola
74
70 kg
Jenner
75
68 kg
Wesemann
76
72 kg
Belli
77
64 kg
Vainšteins
78
72 kg
Oriol
79
65 kg
Bouyer
80
65 kg
Kivilev
81
64 kg
Magnien
82
68 kg
García Casas
83
63 kg
Trentin
84
65 kg
Boogerd
85
62 kg
Petacchi
86
70 kg
Aerts
87
68 kg
Sevilla
88
62 kg
Schnider
89
65 kg
Blaudzun
90
66 kg
Moncoutié
91
69 kg
Piil
92
65 kg
van Heeswijk
93
73 kg
Bouvard
94
70 kg
Pradera
95
66 kg
Zubeldia
96
68 kg
Van de Wouwer
97
66 kg
Verheyen
98
68 kg
Teutenberg
99
66 kg
Wadecki
100
70 kg
Mikhaylov
101
74 kg
den Bakker
102
71 kg
Zanini
103
80 kg
Chanteur
104
62 kg
Bettini
105
58 kg
Baldato
106
60 kg
Salmon
108
60 kg
Rodriguez
109
68 kg
Millar
110
79 kg
Sørensen
111
70 kg
de Jongh
112
76 kg
Cassani
113
65 kg
Montgomery
114
62 kg
Bénéteau
115
67 kg
Laiseka
116
63 kg
Van Hyfte
117
70 kg
Heppner
118
69 kg
García Acosta
119
76 kg
Casagrande
120
64 kg
Heras
121
59 kg
Zabel
122
69 kg
Lotz
123
76 kg
Mengin
124
68 kg
Renier
125
69 kg
Blanco
126
66 kg
Rubiera
127
69 kg
Sørensen
129
71 kg
Cárdenas
131
59 kg
Vidal
132
71 kg
Museeuw
134
71 kg
Flores
135
74 kg
Talabardon
136
67 kg
Pretot
137
71 kg
Hinault
138
63 kg
Robin
139
63 kg
Etxebarria
140
55 kg
Livingston
141
70 kg
Rinero
142
65 kg
Serpellini
143
75 kg
Botcharov
144
54 kg
López de Munain
145
65 kg
Guesdon
146
73 kg
Baguet
147
67 kg
Steels
148
73 kg
Merckx
149
77 kg
Chaurreau
150
60 kg
Simon
151
70 kg
Menchov
152
65 kg
Bölts
153
73 kg
Svorada
155
76 kg
Basso
156
70 kg
Milesi
157
78 kg
Verstrepen
160
66 kg
Goubert
161
62 kg
Casper
162
69 kg
Fornaciari
163
80 kg
Demarbaix
164
64 kg
Turpin
165
57 kg
Guerini
168
65 kg
Atienza
169
60 kg
Auger
171
78 kg
Capelle
175
75 kg
Jan
176
62 kg
Loda
178
73 kg
Bessy
180
65 kg
Bramati
182
72 kg
Nazon
183
68 kg
Piepoli
184
54 kg
Leysen
185
75 kg
Auger
187
78 kg
Blijlevens
188
70 kg
De Waele
189
62 kg
Weight (KG) →
Result →
83
54
1
189
# Rider Weight (KG)
1 MOREAU Christophe71
2 GONZÁLEZ DE GALDEANO Igor73
3 ARMSTRONG Lance72
4 ULLRICH Jan73
5 BRARD Florent74
6 BOTERO Santiago75
7 BELOKI Joseba68
8 O'GRADY Stuart73
9 SASTRE Carlos61
10 TAULER Toni74
11 KIRSIPUU Jaan80
12 MCGEE Bradley72
13 WAUTERS Marc73
14 GUTIÉRREZ José Enrique78
15 ROUS Didier70
16 BROCHARD Laurent68
17 CASERO Ángel Luis72
18 KJÆRGAARD Steffen74
19 HUSHOVD Thor83
20 EKIMOV Viatcheslav69
21 GONZÁLEZ Santos70
22 JAKSCHE Jörg69
23 HINCAPIE George83
24 KLÖDEN Andreas63
25 PEÑA Victor Hugo65
26 BARTOLI Michele65
27 BROŻYNA Tomasz65
28 JALABERT Laurent66
29 DURAND Jacky76
30 VERBRUGGHE Rik70
31 GONZÁLEZ Aitor69
32 BERTOGLIATI Rubens73
33 PINOTTI Marco67
34 KNAVEN Servais68
35 NARDELLO Daniele74
36 VAUGHTERS Jonathan64
37 MATTAN Nico69
38 SEIGNEUR Eddy71
39 HEULOT Stéphane69
40 VOIGT Jens76
41 GUTIÉRREZ José Iván71
42 BERGÈS Stéphane68
43 JULICH Bobby68
44 PASCUAL LLORENTE Javier68
45 HAMILTON Tyler65
47 TOSATTO Matteo74
48 MORIN Anthony79
49 NIERMANN Grischa64
50 HALGAND Patrice67
51 DE GROOT Bram65
52 BELOHVOŠČIKS Raivis70
53 DIERCKXSENS Ludo71
54 SIVAKOV Alexei72
55 SERRANO Marcos Antonio63
56 VOGONDY Nicolas62
57 CHAVANEL Sylvain73
58 CUESTA Iñigo62
60 LELLI Massimiliano69
61 VANDE VELDE Christian69
62 GARZELLI Stefano62
63 MAIGNAN Gilles63
64 MANCEBO Francisco64
65 DEKKER Erik66
66 ETXEBARRIA Unai68
67 VINOKOUROV Alexandre68
68 HUNTER Robert72
69 CAPELLE Christophe73
70 PÉREZ RODRÍGUEZ Luis67
71 JALABERT Nicolas68
72 IVANOV Sergei73
73 AGNOLUTTO Christophe69
74 ODRIOZOLA Jon70
75 JENNER Christopher68
76 WESEMANN Steffen72
77 BELLI Wladimir64
78 VAINŠTEINS Romāns72
79 ORIOL Christophe65
80 BOUYER Franck65
81 KIVILEV Andrei64
82 MAGNIEN Emmanuel68
83 GARCÍA CASAS Félix Miguel63
84 TRENTIN Guido65
85 BOOGERD Michael62
86 PETACCHI Alessandro70
87 AERTS Mario68
88 SEVILLA Óscar62
89 SCHNIDER Daniel65
90 BLAUDZUN Michael66
91 MONCOUTIÉ David69
92 PIIL Jakob Storm65
93 VAN HEESWIJK Max73
94 BOUVARD Gilles70
95 PRADERA Mikel66
96 ZUBELDIA Haimar68
97 VAN DE WOUWER Kurt66
98 VERHEYEN Geert68
99 TEUTENBERG Sven66
100 WADECKI Piotr70
101 MIKHAYLOV Gennady74
102 DEN BAKKER Maarten71
103 ZANINI Stefano80
104 CHANTEUR Pascal62
105 BETTINI Paolo58
106 BALDATO Fabio60
108 SALMON Benoît60
109 RODRIGUEZ Fred68
110 MILLAR David79
111 SØRENSEN Rolf70
112 DE JONGH Steven76
113 CASSANI Enrico65
114 MONTGOMERY Sven62
115 BÉNÉTEAU Walter67
116 LAISEKA Roberto63
117 VAN HYFTE Paul70
118 HEPPNER Jens69
119 GARCÍA ACOSTA José Vicente76
120 CASAGRANDE Francesco64
121 HERAS Roberto59
122 ZABEL Erik69
123 LOTZ Marc76
124 MENGIN Christophe68
125 RENIER Franck69
126 BLANCO Santiago66
127 RUBIERA José Luis69
129 SØRENSEN Nicki71
131 CÁRDENAS Félix Rafael59
132 VIDAL José Ángel71
134 MUSEEUW Johan71
135 FLORES Iker74
136 TALABARDON Sébastien67
137 PRETOT Arnaud71
138 HINAULT Sébastien63
139 ROBIN Jean-Cyril63
140 ETXEBARRIA David55
141 LIVINGSTON Kevin70
142 RINERO Christophe65
143 SERPELLINI Marco75
144 BOTCHAROV Alexandre54
145 LÓPEZ DE MUNAIN Alberto65
146 GUESDON Frédéric73
147 BAGUET Serge67
148 STEELS Tom73
149 MERCKX Axel77
150 CHAURREAU Íñigo60
151 SIMON François70
152 MENCHOV Denis65
153 BÖLTS Udo73
155 SVORADA Ján76
156 BASSO Ivan70
157 MILESI Marco78
160 VERSTREPEN Johan66
161 GOUBERT Stéphane62
162 CASPER Jimmy69
163 FORNACIARI Paolo80
164 DEMARBAIX Sébastien64
165 TURPIN Ludovic57
168 GUERINI Giuseppe65
169 ATIENZA Daniel60
171 AUGER Ludovic78
175 CAPELLE Ludovic75
176 JAN Xavier62
178 LODA Nicola73
180 BESSY Frédéric65
182 BRAMATI Davide72
183 NAZON Damien68
184 PIEPOLI Leonardo54
185 LEYSEN Bart75
187 AUGER Guillaume78
188 BLIJLEVENS Jeroen70
189 DE WAELE Fabien62