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2005   »   92nd Tour de France (2.PT)

Stage 20 (ITT)   »   Saint-Etienne  ›  Saint-Etienne   (55km)
2005 | Stage 20 (ITT)
Saint-Etienne › Saint-Etienne (55km)
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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 = -0.4 * weight + 104

This means that on average for every extra kilogram weight a rider loses -0.4 positions in the result.
Armstrong
1
72 kg
Ullrich
2
73 kg
Vinokourov
3
68 kg
Julich
4
68 kg
Basso
5
70 kg
Landis
6
68 kg
Evans
7
64 kg
Hincapie
8
83 kg
Mancebo
9
64 kg
Karpets
10
79 kg
Popovych
11
64 kg
Sastre
12
61 kg
Moreau
13
71 kg
Leipheimer
14
62 kg
Pereiro
15
67 kg
Lang
16
77 kg
Roberts
17
71 kg
Cioni
18
72 kg
Jaksche
19
69 kg
Cancellara
20
80 kg
Kashechkin
21
70 kg
Bodrogi
22
79 kg
Löfkvist
23
70 kg
Guerini
24
65 kg
Horner
25
70 kg
Grabsch
26
78 kg
Serrano
27
63 kg
Grivko
28
70 kg
Posthuma
29
76 kg
Rogers
30
74 kg
Rubiera
31
69 kg
Garzelli
32
62 kg
Nardello
33
74 kg
Steinhauser
34
72 kg
Fédrigo
35
66 kg
Lefèvre
36
67 kg
Merckx
37
77 kg
Padrnos
38
81 kg
Mazzoleni
39
67 kg
McGee
40
72 kg
Sánchez
41
73 kg
Scholz
42
60 kg
Brochard
43
68 kg
Totschnig
44
62 kg
Bertogliati
45
73 kg
Vansummeren
46
79 kg
Iglinskiy
47
67 kg
Contador
48
61 kg
Wegmann
49
60 kg
Zubeldia
50
68 kg
Azevedo
51
59 kg
Gutiérrez
52
78 kg
Kessler
53
70 kg
Brandt
54
66 kg
Boogerd
55
62 kg
Savoldelli
56
72 kg
Pellizotti
57
64 kg
Casar
58
63 kg
Menchov
59
65 kg
Zandio
60
73 kg
Garate
61
62 kg
Camaño
62
68 kg
Ljungqvist
63
73 kg
Chavanel
64
73 kg
Martínez
65
70 kg
Beloki
66
68 kg
Cortinovis
67
68 kg
Heras
68
59 kg
Giunti
69
62 kg
Dekker
70
66 kg
Krivtsov
71
72 kg
Pineau
72
65 kg
Carlström
73
70 kg
Sevilla
74
62 kg
Rich
75
82 kg
Gustov
76
64 kg
Rasmussen
77
58 kg
Vicioso
78
60 kg
Ludewig
79
75 kg
Hushovd
80
83 kg
Schreck
81
76 kg
Vasseur
82
70 kg
Astarloza
83
72 kg
Weening
84
68 kg
Bernucci
85
72 kg
Noval
86
71 kg
Portal
87
70 kg
Geslin
88
68 kg
Moos
89
64 kg
Goubert
90
62 kg
Botero
91
75 kg
Aerts
92
68 kg
Sørensen
93
71 kg
Sinkewitz
94
63 kg
Gilbert
95
75 kg
Joly
96
74 kg
Arvesen
97
74 kg
Turpin
98
57 kg
Albasini
99
65 kg
Knaven
100
68 kg
Gerosa
101
72 kg
O'Grady
102
73 kg
Moncoutié
103
69 kg
Da Cruz
104
74 kg
Cañada
105
65 kg
Davis
106
73 kg
Zberg
107
72 kg
Bénéteau
108
67 kg
Dumoulin
109
57 kg
Wauters
110
73 kg
Loosli
111
71 kg
Jalabert
112
68 kg
Vansevenant
113
65 kg
Arrieta
114
68 kg
Piepoli
115
54 kg
Augé
116
65 kg
Cooke
117
75 kg
Nuritdinov
118
68 kg
Caucchioli
119
68 kg
Mayo
120
65 kg
Lombardi
121
73 kg
Tankink
122
71 kg
Rodriguez
123
68 kg
Rous
124
70 kg
Flecha
125
72 kg
Arroyo
126
63 kg
Mourey
127
62 kg
Isasi
128
70 kg
Sprick
129
71 kg
Commesso
130
66 kg
Hinault
131
63 kg
Righi
132
70 kg
Wrolich
133
68 kg
Halgand
134
67 kg
Bertolini
135
63 kg
Trenti
136
68 kg
Kroon
137
67 kg
Bessy
138
65 kg
Marichal
139
72 kg
Tombak
140
71 kg
McEwen
141
67 kg
Štangelj
142
70 kg
Eisel
143
74 kg
Facci
144
68 kg
Flores
145
74 kg
Förster
146
83 kg
Landaluze
147
65 kg
García Acosta
148
76 kg
Gerrans
149
62 kg
Vanotti
150
70 kg
White
151
72 kg
Etxebarria
152
68 kg
Voeckler
153
71 kg
Quinziato
154
74 kg
Becke
155
75 kg
Weight (KG) →
Result →
83
54
1
155
# Rider Weight (KG)
1 ARMSTRONG Lance72
2 ULLRICH Jan73
3 VINOKOUROV Alexandre68
4 JULICH Bobby68
5 BASSO Ivan70
6 LANDIS Floyd68
7 EVANS Cadel64
8 HINCAPIE George83
9 MANCEBO Francisco64
10 KARPETS Vladimir79
11 POPOVYCH Yaroslav64
12 SASTRE Carlos61
13 MOREAU Christophe71
14 LEIPHEIMER Levi62
15 PEREIRO Óscar67
16 LANG Sebastian77
17 ROBERTS Luke71
18 CIONI Dario David72
19 JAKSCHE Jörg69
20 CANCELLARA Fabian80
21 KASHECHKIN Andrey70
22 BODROGI László79
23 LÖFKVIST Thomas70
24 GUERINI Giuseppe65
25 HORNER Chris70
26 GRABSCH Bert78
27 SERRANO Marcos Antonio63
28 GRIVKO Andrey70
29 POSTHUMA Joost76
30 ROGERS Michael74
31 RUBIERA José Luis69
32 GARZELLI Stefano62
33 NARDELLO Daniele74
34 STEINHAUSER Tobias72
35 FÉDRIGO Pierrick66
36 LEFÈVRE Laurent67
37 MERCKX Axel77
38 PADRNOS Pavel81
39 MAZZOLENI Eddy67
40 MCGEE Bradley72
41 SÁNCHEZ Luis León73
42 SCHOLZ Ronny60
43 BROCHARD Laurent68
44 TOTSCHNIG Georg62
45 BERTOGLIATI Rubens73
46 VANSUMMEREN Johan79
47 IGLINSKIY Maxim67
48 CONTADOR Alberto61
49 WEGMANN Fabian60
50 ZUBELDIA Haimar68
51 AZEVEDO José Bento59
52 GUTIÉRREZ José Enrique78
53 KESSLER Matthias70
54 BRANDT Christophe66
55 BOOGERD Michael62
56 SAVOLDELLI Paolo72
57 PELLIZOTTI Franco64
58 CASAR Sandy63
59 MENCHOV Denis65
60 ZANDIO Xabier73
61 GARATE Juan Manuel62
62 CAMAÑO Iker68
63 LJUNGQVIST Marcus73
64 CHAVANEL Sylvain73
65 MARTÍNEZ Egoi70
66 BELOKI Joseba68
67 CORTINOVIS Alessandro68
68 HERAS Roberto59
69 GIUNTI Massimo62
70 DEKKER Erik66
71 KRIVTSOV Yuriy72
72 PINEAU Jérôme65
73 CARLSTRÖM Kjell70
74 SEVILLA Óscar62
75 RICH Michael82
76 GUSTOV Volodymyr64
77 RASMUSSEN Michael58
78 VICIOSO Ángel60
79 LUDEWIG Jörg75
80 HUSHOVD Thor83
81 SCHRECK Stephan76
82 VASSEUR Cédric70
83 ASTARLOZA Mikel72
84 WEENING Pieter68
85 BERNUCCI Lorenzo72
86 NOVAL Benjamín71
87 PORTAL Nicolas70
88 GESLIN Anthony68
89 MOOS Alexandre64
90 GOUBERT Stéphane62
91 BOTERO Santiago75
92 AERTS Mario68
93 SØRENSEN Nicki71
94 SINKEWITZ Patrik63
95 GILBERT Philippe75
96 JOLY Sébastien74
97 ARVESEN Kurt-Asle74
98 TURPIN Ludovic57
99 ALBASINI Michael65
100 KNAVEN Servais68
101 GEROSA Mauro72
102 O'GRADY Stuart73
103 MONCOUTIÉ David69
104 DA CRUZ Carlos74
105 CAÑADA David65
106 DAVIS Allan73
107 ZBERG Beat72
108 BÉNÉTEAU Walter67
109 DUMOULIN Samuel57
110 WAUTERS Marc73
111 LOOSLI David71
112 JALABERT Nicolas68
113 VANSEVENANT Wim65
114 ARRIETA José Luis68
115 PIEPOLI Leonardo54
116 AUGÉ Stéphane65
117 COOKE Baden75
118 NURITDINOV Rafael68
119 CAUCCHIOLI Pietro68
120 MAYO Iban65
121 LOMBARDI Giovanni73
122 TANKINK Bram71
123 RODRIGUEZ Fred68
124 ROUS Didier70
125 FLECHA Juan Antonio72
126 ARROYO David63
127 MOUREY Francis62
128 ISASI Iñaki70
129 SPRICK Matthieu71
130 COMMESSO Salvatore66
131 HINAULT Sébastien63
132 RIGHI Daniele70
133 WROLICH Peter68
134 HALGAND Patrice67
135 BERTOLINI Alessandro63
136 TRENTI Guido68
137 KROON Karsten67
138 BESSY Frédéric65
139 MARICHAL Thierry72
140 TOMBAK Janek71
141 MCEWEN Robbie67
142 ŠTANGELJ Gorazd70
143 EISEL Bernhard74
144 FACCI Mauro68
145 FLORES Iker74
146 FÖRSTER Robert83
147 LANDALUZE Iñigo65
148 GARCÍA ACOSTA José Vicente76
149 GERRANS Simon62
150 VANOTTI Alessandro70
151 WHITE Matthew72
152 ETXEBARRIA Unai68
153 VOECKLER Thomas71
154 QUINZIATO Manuel74
155 BECKE Daniel75