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2009   »   92nd Giro d'Italia (2.HC)

Stage 3   »   Grado  ›  Valdobbiadene   (198km)
2009 | Stage 3
Grado › Valdobbiadene (198km)
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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 = 2.1 * weight - 47

This means that on average for every extra kilogram weight a rider loses 2.1 positions in the result.
Petacchi
1
70 kg
Farrar
2
73 kg
Gavazzi
3
65 kg
Cataldo
4
64 kg
Cunego
5
58 kg
Gilbert
6
75 kg
Gatto
7
67 kg
Rogers
8
74 kg
Lund
9
65 kg
Garzelli
10
62 kg
Gasparotto
11
65 kg
Di Luca
12
61 kg
Voigt
13
76 kg
Vorganov
14
65 kg
Rohregger
15
63 kg
Deignan
16
65 kg
Rodríguez
17
58 kg
Popovych
18
64 kg
Seeldraeyers
19
60 kg
Lastras
20
68 kg
Simoni
21
59 kg
Scarponi
22
62 kg
Löfkvist
23
70 kg
Serpa
24
64 kg
Siutsou
25
68 kg
Pellizotti
26
64 kg
Bertagnolli
27
63 kg
Mazzanti
28
64 kg
de Bonis
29
66 kg
Horner
30
70 kg
Bruseghin
31
70 kg
Augustyn
32
65 kg
Basso
33
70 kg
Mori
34
62 kg
Tiralongo
35
63 kg
Failli
36
65 kg
Froome
37
68 kg
Arroyo
38
63 kg
Valjavec
39
59 kg
Voeckler
40
71 kg
Cárdenas
41
59 kg
Grivko
42
70 kg
Codol
43
67 kg
Leipheimer
44
62 kg
Carlström
45
70 kg
Sastre
46
61 kg
Zeits
47
73 kg
Konovalovas
48
74 kg
Da Dalto
49
72 kg
Armstrong
49
72 kg
Navarro
51
60 kg
Pietropolli
52
61 kg
Spezialetti
53
67 kg
Eskov
55
73 kg
Malacarne
56
63 kg
Pozzato
57
73 kg
Visconti
58
63 kg
Masciarelli
59
61 kg
Brandt
60
66 kg
Rodríguez
61
58 kg
Menchov
62
65 kg
Marzano
63
58 kg
Petrov
64
70 kg
Gerrans
65
62 kg
Vanotti
66
70 kg
Fothen
67
71 kg
Kessiakoff
68
61 kg
Dion
69
65 kg
Bertogliati
70
73 kg
ten Dam
71
67 kg
Gómez
72
68 kg
Klimov
73
69 kg
De Greef
74
77 kg
Capecchi
75
65 kg
Goss
76
70 kg
Charteau
77
67 kg
Tjallingii
78
81 kg
Pidgornyy
79
72 kg
Wiggins
80
76 kg
Boasson Hagen
81
75 kg
García Dapena
82
73 kg
Facci
83
68 kg
Davis
84
73 kg
Cavendish
85
70 kg
Masciarelli
86
55 kg
Marzoli
87
61 kg
Ermeti
88
60 kg
Mayoz
89
62 kg
Ochoa
90
62 kg
Bak
91
76 kg
Montaguti
92
65 kg
Cioni
93
72 kg
Grabovskyy
94
69 kg
Quinziato
95
74 kg
Devenyns
96
65 kg
Štangelj
97
70 kg
Rubiera
98
69 kg
Szmyd
99
60 kg
Brajkovič
100
60 kg
Sonnery
101
60 kg
López
102
68 kg
Le Floch
103
67 kg
Huzarski
104
69 kg
Miholjević
105
68 kg
Camaño
106
68 kg
Brutt
107
70 kg
Millar
108
79 kg
McCartney
109
70 kg
Pérez
110
76 kg
Soler
111
70 kg
Kiryienka
112
69 kg
Pinotti
113
67 kg
Pate
114
73 kg
Ardila
115
58 kg
King
116
78 kg
Sprick
117
71 kg
Fothen
118
71 kg
Serov
119
77 kg
Bonnafond
120
68 kg
Pauwels
121
65 kg
Martínez
122
74 kg
Ljungblad
123
70 kg
Morabito
124
74 kg
Jacobs
125
68 kg
Van Goolen
126
70 kg
Vanendert
127
62 kg
Stamsnijder
128
76 kg
Danielson
129
58.5 kg
Klostergaard
130
69 kg
Chiarini
132
70 kg
Belgy
133
68 kg
Wegelius
134
62 kg
Agnoli
135
72 kg
Gustov
136
64 kg
Bertolini
137
63 kg
Swift
138
69 kg
del Nero
139
73 kg
Scarselli
140
67 kg
Gène
141
67 kg
Bono
142
60 kg
Meyer
143
70 kg
de Groot
144
65 kg
Engels
145
64 kg
Cancellara
146
80 kg
Haedo
147
73 kg
van Emden
148
78 kg
Fernández
149
69 kg
Kozontchuk
150
75 kg
Lloyd
151
70 kg
Reda
152
70 kg
Caccia
153
70 kg
Longo Borghini
154
76 kg
Cheula
155
62 kg
Tschopp
156
62 kg
Zabriskie
157
67 kg
Dean
158
72 kg
Renshaw
159
74 kg
Hunter
160
72 kg
Krivtsov
161
72 kg
Efimkin
162
70 kg
Horrillo
163
76 kg
Stannard
164
83 kg
Isaychev
165
80 kg
Possoni
167
56 kg
Hulsmans
168
75 kg
Schröder
169
64 kg
Chainel
170
69 kg
Ignatiev
171
67 kg
Scholz
172
60 kg
Bellotti
173
65 kg
Müller
174
79 kg
Golčer
175
66.5 kg
Barry
176
72 kg
Rabuñal
177
65 kg
Garcia
178
55 kg
Senac
179
63 kg
Haddou
180
80 kg
Kaisen
181
82 kg
Hinault
182
63 kg
Perget
183
64 kg
Jeannesson
184
65 kg
Loubet
185
66 kg
César Veloso
186
69 kg
Fernández de la Puebla
187
63 kg
Förster
188
83 kg
Hunt
189
76 kg
Dockx
190
64 kg
Serrano
190
67 kg
Sokolov
192
70 kg
Andriotto
193
68 kg
Viganò
194
67 kg
Donati
195
71 kg
Palumbo
196
61 kg
Weight (KG) →
Result →
83
55
1
196
# Rider Weight (KG)
1 PETACCHI Alessandro70
2 FARRAR Tyler73
3 GAVAZZI Francesco65
4 CATALDO Dario64
5 CUNEGO Damiano58
6 GILBERT Philippe75
7 GATTO Oscar67
8 ROGERS Michael74
9 LUND Anders65
10 GARZELLI Stefano62
11 GASPAROTTO Enrico65
12 DI LUCA Danilo61
13 VOIGT Jens76
14 VORGANOV Eduard65
15 ROHREGGER Thomas63
16 DEIGNAN Philip65
17 RODRÍGUEZ Jackson58
18 POPOVYCH Yaroslav64
19 SEELDRAEYERS Kevin60
20 LASTRAS Pablo68
21 SIMONI Gilberto59
22 SCARPONI Michele62
23 LÖFKVIST Thomas70
24 SERPA José Rodolfo64
25 SIUTSOU Kanstantsin68
26 PELLIZOTTI Franco64
27 BERTAGNOLLI Leonardo63
28 MAZZANTI Luca64
29 DE BONIS Francesco66
30 HORNER Chris70
31 BRUSEGHIN Marzio70
32 AUGUSTYN John-Lee65
33 BASSO Ivan70
34 MORI Manuele62
35 TIRALONGO Paolo63
36 FAILLI Francesco65
37 FROOME Chris68
38 ARROYO David63
39 VALJAVEC Tadej59
40 VOECKLER Thomas71
41 CÁRDENAS Félix Rafael59
42 GRIVKO Andrey70
43 CODOL Massimo67
44 LEIPHEIMER Levi62
45 CARLSTRÖM Kjell70
46 SASTRE Carlos61
47 ZEITS Andrey73
48 KONOVALOVAS Ignatas74
49 DA DALTO Mauro72
49 ARMSTRONG Lance72
51 NAVARRO Daniel60
52 PIETROPOLLI Daniele61
53 SPEZIALETTI Alessandro67
55 ESKOV Nikita73
56 MALACARNE Davide63
57 POZZATO Filippo73
58 VISCONTI Giovanni63
59 MASCIARELLI Andrea61
60 BRANDT Christophe66
61 RODRÍGUEZ Joaquim58
62 MENCHOV Denis65
63 MARZANO Marco58
64 PETROV Evgeni70
65 GERRANS Simon62
66 VANOTTI Alessandro70
67 FOTHEN Markus71
68 KESSIAKOFF Fredrik61
69 DION Renaud65
70 BERTOGLIATI Rubens73
71 TEN DAM Laurens67
72 GÓMEZ Ángel68
73 KLIMOV Sergey69
74 DE GREEF Francis77
75 CAPECCHI Eros65
76 GOSS Matthew70
77 CHARTEAU Anthony67
78 TJALLINGII Maarten81
79 PIDGORNYY Ruslan72
80 WIGGINS Bradley76
81 BOASSON HAGEN Edvald75
82 GARCÍA DAPENA David73
83 FACCI Mauro68
84 DAVIS Allan73
85 CAVENDISH Mark70
86 MASCIARELLI Francesco55
87 MARZOLI Ruggero61
88 ERMETI Giairo60
89 MAYOZ Iban62
90 OCHOA Carlos José62
91 BAK Lars Ytting76
92 MONTAGUTI Matteo65
93 CIONI Dario David72
94 GRABOVSKYY Dmytro69
95 QUINZIATO Manuel74
96 DEVENYNS Dries65
97 ŠTANGELJ Gorazd70
98 RUBIERA José Luis69
99 SZMYD Sylwester60
100 BRAJKOVIČ Janez60
101 SONNERY Blaise60
102 LÓPEZ David68
103 LE FLOCH Guillaume67
104 HUZARSKI Bartosz69
105 MIHOLJEVIĆ Vladimir68
106 CAMAÑO Iker68
107 BRUTT Pavel70
108 MILLAR David79
109 MCCARTNEY Jason70
110 PÉREZ Francisco76
111 SOLER Juan Mauricio70
112 KIRYIENKA Vasil69
113 PINOTTI Marco67
114 PATE Danny73
115 ARDILA Mauricio Alberto58
116 KING Edward78
117 SPRICK Matthieu71
118 FOTHEN Thomas71
119 SEROV Alexander77
120 BONNAFOND Guillaume68
121 PAUWELS Serge65
122 MARTÍNEZ Serafín74
123 LJUNGBLAD Jonas70
124 MORABITO Steve74
125 JACOBS Pieter68
126 VAN GOOLEN Jurgen70
127 VANENDERT Jelle62
128 STAMSNIJDER Tom76
129 DANIELSON Tom58.5
130 KLOSTERGAARD Kasper69
132 CHIARINI Riccardo70
133 BELGY Julien68
134 WEGELIUS Charles62
135 AGNOLI Valerio72
136 GUSTOV Volodymyr64
137 BERTOLINI Alessandro63
138 SWIFT Ben69
139 DEL NERO Jesús73
140 SCARSELLI Leonardo67
141 GÈNE Yohann67
142 BONO Matteo60
143 MEYER Cameron70
144 DE GROOT Bram65
145 ENGELS Addy64
146 CANCELLARA Fabian80
147 HAEDO Juan José73
148 VAN EMDEN Jos78
149 FERNÁNDEZ Delio69
150 KOZONTCHUK Dmitry75
151 LLOYD Daniel70
152 REDA Francesco70
153 CACCIA Diego70
154 LONGO BORGHINI Paolo76
155 CHEULA Giampaolo62
156 TSCHOPP Johann62
157 ZABRISKIE David67
158 DEAN Julian72
159 RENSHAW Mark74
160 HUNTER Robert72
161 KRIVTSOV Yuriy72
162 EFIMKIN Alexander70
163 HORRILLO Pedro76
164 STANNARD Ian83
165 ISAYCHEV Vladimir80
167 POSSONI Morris56
168 HULSMANS Kevin75
169 SCHRÖDER Björn64
170 CHAINEL Steve69
171 IGNATIEV Mikhail67
172 SCHOLZ Ronny60
173 BELLOTTI Francesco65
174 MÜLLER Martin79
175 GOLČER Jure66.5
176 BARRY Michael72
177 RABUÑAL Gonzalo65
178 GARCIA Marcos55
179 SENAC Jean-Charles63
180 HADDOU Saïd80
181 KAISEN Olivier82
182 HINAULT Sébastien63
183 PERGET Mathieu64
184 JEANNESSON Arnold65
185 LOUBET Julien66
186 CÉSAR VELOSO Gustavo69
187 FERNÁNDEZ DE LA PUEBLA Alberto63
188 FÖRSTER Robert83
189 HUNT Jeremy76
190 DOCKX Bart64
190 SERRANO Ricardo67
192 SOKOLOV Evgeny70
193 ANDRIOTTO Dario68
194 VIGANÒ Davide67
195 DONATI Alessandro71
196 PALUMBO Giuseppe61