Vuelta a España » 2011 » Stage 4 » Weight vs result regression

2011 » 66th Vuelta a España (WT)

Stage 4 » Baza › Sierra Nevada (170.2km)

2011 | Stage 4

Baza › Sierra Nevada (170.2km)

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 = 2.5 * weight - 74

This means that on average for every extra kilogram weight a rider loses 2.5 positions in the result.

Chavanel
1
73 kg Moreno
2
59 kg Fuglsang
3
67 kg Monfort
4
66 kg Nibali
5
65 kg Siutsou
6
68 kg Kessiakoff
7
61 kg Pardilla
8
65 kg Bruseghin
9
70 kg Seeldraeyers
10
60 kg Martin
11
59 kg Van den Broeck
12
69 kg Rodríguez
13
58 kg Nieve
14
62 kg Brajkovič
15
60 kg Zubeldia
16
68 kg Mollema
17
64 kg Sánchez
18
73 kg Scarponi
19
62 kg Froome
20
68 kg Wiggins
21
76 kg Cobo
22
62 kg Capecchi
23
65 kg Machado
24
63 kg Sastre
25
61 kg Roche
26
70 kg Sørensen
27
64 kg Moncoutié
28
69 kg Pidgornyy
29
72 kg Malacarne
30
63 kg Bakelants
31
67 kg Kruijswijk
32
63 kg Le Mével
33
61 kg Verdugo
34
71 kg Antón
35
64 kg Lagutin
36
68 kg Duarte
37
55 kg Menchov
38
65 kg Kišerlovski
39
72 kg Niemiec
40
62 kg Santambrogio
41
63 kg Poels
42
66 kg Bonnafond
43
68 kg Losada
44
69 kg Rohregger
45
63 kg Vorganov
46
65 kg Karpets
47
79 kg Perget
48
64 kg Horrach
49
70 kg Marzano
50
58 kg Dyachenko
51
65 kg Fröhlinger
52
62 kg Talansky
53
63 kg Frank
54
64 kg Zaugg
55
58 kg Champion
56
70 kg Roldán
57
61 kg De Greef
58
77 kg Maté
59
68 kg Bernabéu
60
66 kg Nerz
61
67 kg Oroz
62
71 kg Spezialetti
63
67 kg Löfkvist
64
70 kg Vansummeren
65
79 kg Piedra
66
61 kg López
67
68 kg Majka
68
62 kg Gavazzi
69
65 kg Possoni
70
56 kg Agnoli
71
72 kg Bagot
72
65 kg de Kort
73
69 kg Busche
74
69 kg Lastras
75
68 kg Devolder
76
72 kg Txurruka
77
58 kg Taaramäe
78
73 kg Kangert
79
65 kg Irizar
80
73 kg Anzà
81
58 kg Intxausti
82
61 kg Barredo
83
61 kg Bennati
84
71 kg Caruso
85
67 kg Kashechkin
86
70 kg Erviti
87
82 kg Boonen
88
82 kg de Maar
89
70 kg Vandewalle
90
74 kg Kohler
91
69 kg Van Avermaet
92
74 kg Martínez
93
70 kg Jufré
94
65 kg Petrov
95
70 kg Petacchi
96
70 kg Dockx
97
64 kg de la Fuente
98
67 kg Mori
99
62 kg Reynés
100
69 kg Gustov
101
64 kg Dessel
102
63 kg Mizurov
103
68 kg Kozontchuk
104
75 kg Mondory
105
66 kg Haussler
106
74 kg Slagter
107
57 kg Viganò
108
67 kg Sagan
109
78 kg Gasparotto
110
65 kg Lequatre
111
64 kg Gołaś
112
65 kg Breschel
113
70 kg Grabsch
114
78 kg Lelay
115
67 kg Albasini
116
65 kg Lang
117
77 kg Isasi
118
70 kg Zandio
119
73 kg Madrazo
120
61 kg Azanza
121
68 kg Pérez
122
70 kg Hansen
124
72 kg Sijmens
125
69 kg Marangoni
126
74 kg Paulinho
127
64 kg Martens
128
69 kg Ligthart
129
72 kg Bellotti
130
65 kg Paolini
131
66 kg Fischer
132
65 kg Righi
133
70 kg Fouchard
134
74 kg Curvers
135
73 kg Freire
136
63 kg Benítez
137
66 kg Kuschynski
138
65 kg Cataldo
139
64 kg Cancellara
140
80 kg Cazaux
141
59 kg Da Dalto
142
72 kg Kaisen
143
82 kg Stannard
144
83 kg Santaromita
145
58 kg Garate
146
62 kg Toribio
147
64 kg De Weert
148
70 kg Degenkolb
149
82 kg Van De Walle
150
74 kg Oliveira
151
67 kg Velits
152
70 kg Konovalovas
153
74 kg Klöden
154
63 kg Sørensen
155
71 kg Montaguti
156
65 kg Rosendo
157
66 kg Trofimov
158
59 kg Brändle
159
80 kg Edet
160
60 kg Martin
161
75 kg Maes
162
78 kg Quinziato
163
74 kg O'Grady
164
73 kg Kroon
165
67 kg Sutton
166
67 kg Keizer
167
72 kg Veelers
168
75 kg Farrar
169
73 kg Kittel
170
82 kg Geschke
171
64 kg Tschopp
172
62 kg Howard
173
72 kg Marycz
174
69 kg Haedo
175
73 kg Cioni
176
72 kg Arvesen
177
74 kg Carrara
178
67 kg Palomares
179
56 kg Vanmarcke
180
77 kg Houanard
181
70 kg Phinney
182
82 kg Lobato
183
64 kg Klier
184
72 kg Wagner
185
75 kg Aaen Jørgensen
186
63 kg Timmer
187
77 kg Christensen
188
69 kg Cabello
189
67 kg Saramotins
190
75 kg Doi
191
58 kg Vogondy
192
62 kg García Acosta
193
76 kg Nuyens
194
68 kg Ardila
195
58 kg Geniez
196
68 kg

Weight (KG) →

Result →

196

#	Rider	Weight (KG)
1	CHAVANEL Sylvain	73
2	MORENO Daniel	59
3	FUGLSANG Jakob	67
4	MONFORT Maxime	66
5	NIBALI Vincenzo	65
6	SIUTSOU Kanstantsin	68
7	KESSIAKOFF Fredrik	61
8	PARDILLA Sergio	65
9	BRUSEGHIN Marzio	70
10	SEELDRAEYERS Kevin	60
11	MARTIN Dan	59
12	VAN DEN BROECK Jurgen	69
13	RODRÍGUEZ Joaquim	58
14	NIEVE Mikel	62
15	BRAJKOVIČ Janez	60
16	ZUBELDIA Haimar	68
17	MOLLEMA Bauke	64
18	SÁNCHEZ Luis León	73
19	SCARPONI Michele	62
20	FROOME Chris	68
21	WIGGINS Bradley	76
22	COBO Juan José	62
23	CAPECCHI Eros	65
24	MACHADO Tiago	63
25	SASTRE Carlos	61
26	ROCHE Nicolas	70
27	SØRENSEN Chris Anker	64
28	MONCOUTIÉ David	69
29	PIDGORNYY Ruslan	72
30	MALACARNE Davide	63
31	BAKELANTS Jan	67
32	KRUIJSWIJK Steven	63
33	LE MÉVEL Christophe	61
34	VERDUGO Gorka	71
35	ANTÓN Igor	64
36	LAGUTIN Sergey	68
37	DUARTE Fabio	55
38	MENCHOV Denis	65
39	KIŠERLOVSKI Robert	72
40	NIEMIEC Przemysław	62
41	SANTAMBROGIO Mauro	63
42	POELS Wout	66
43	BONNAFOND Guillaume	68
44	LOSADA Alberto	69
45	ROHREGGER Thomas	63
46	VORGANOV Eduard	65
47	KARPETS Vladimir	79
48	PERGET Mathieu	64
49	HORRACH Joan Sebastian	70
50	MARZANO Marco	58
51	DYACHENKO Alexandr	65
52	FRÖHLINGER Johannes	62
53	TALANSKY Andrew	63
54	FRANK Mathias	64
55	ZAUGG Oliver	58
56	CHAMPION Dimitri	70
57	ROLDÁN Jose Luis	61
58	DE GREEF Francis	77
59	MATÉ Luis Ángel	68
60	BERNABÉU David	66
61	NERZ Dominik	67
62	OROZ Juan José	71
63	SPEZIALETTI Alessandro	67
64	LÖFKVIST Thomas	70
65	VANSUMMEREN Johan	79
66	PIEDRA Antonio	61
67	LÓPEZ David	68
68	MAJKA Rafał	62
69	GAVAZZI Francesco	65
70	POSSONI Morris	56
71	AGNOLI Valerio	72
72	BAGOT Yoann	65
73	DE KORT Koen	69
74	BUSCHE Matthew	69
75	LASTRAS Pablo	68
76	DEVOLDER Stijn	72
77	TXURRUKA Amets	58
78	TAARAMÄE Rein	73
79	KANGERT Tanel	65
80	IRIZAR Markel	73
81	ANZÀ Santo	58
82	INTXAUSTI Beñat	61
83	BARREDO Carlos	61
84	BENNATI Daniele	71
85	CARUSO Damiano	67
86	KASHECHKIN Andrey	70
87	ERVITI Imanol	82
88	BOONEN Tom	82
89	DE MAAR Marc	70
90	VANDEWALLE Kristof	74
91	KOHLER Martin	69
92	VAN AVERMAET Greg	74
93	MARTÍNEZ Egoi	70
94	JUFRÉ Josep	65
95	PETROV Evgeni	70
96	PETACCHI Alessandro	70
97	DOCKX Gert	64
98	DE LA FUENTE David	67
99	MORI Manuele	62
100	REYNÉS Vicente	69
101	GUSTOV Volodymyr	64
102	DESSEL Cyril	63
103	MIZUROV Andrey	68
104	KOZONTCHUK Dmitry	75
105	MONDORY Lloyd	66
106	HAUSSLER Heinrich	74
107	SLAGTER Tom-Jelte	57
108	VIGANÒ Davide	67
109	SAGAN Peter	78
110	GASPAROTTO Enrico	65
111	LEQUATRE Geoffroy	64
112	GOŁAŚ Michał	65
113	BRESCHEL Matti	70
114	GRABSCH Bert	78
115	LELAY David	67
116	ALBASINI Michael	65
117	LANG Sebastian	77
118	ISASI Iñaki	70
119	ZANDIO Xabier	73
120	MADRAZO Ángel	61
121	AZANZA Jorge	68
122	PÉREZ Aitor	70
124	HANSEN Adam	72
125	SIJMENS Nico	69
126	MARANGONI Alan	74
127	PAULINHO Sérgio Miguel	64
128	MARTENS Paul	69
129	LIGTHART Pim	72
130	BELLOTTI Francesco	65
131	PAOLINI Luca	66
132	FISCHER Murilo Antonio	65
133	RIGHI Daniele	70
134	FOUCHARD Julien	74
135	CURVERS Roy	73
136	FREIRE Óscar	63
137	BENÍTEZ José Alberto	66
138	KUSCHYNSKI Aleksandr	65
139	CATALDO Dario	64
140	CANCELLARA Fabian	80
141	CAZAUX Pierre	59
142	DA DALTO Mauro	72
143	KAISEN Olivier	82
144	STANNARD Ian	83
145	SANTAROMITA Ivan	58
146	GARATE Juan Manuel	62
147	TORIBIO José Vicente	64
148	DE WEERT Kevin	70
149	DEGENKOLB John	82
150	VAN DE WALLE Jurgen	74
151	OLIVEIRA Nelson	67
152	VELITS Martin	70
153	KONOVALOVAS Ignatas	74
154	KLÖDEN Andreas	63
155	SØRENSEN Nicki	71
156	MONTAGUTI Matteo	65
157	ROSENDO Jesús	66
158	TROFIMOV Yuri	59
159	BRÄNDLE Matthias	80
160	EDET Nicolas	60
161	MARTIN Tony	75
162	MAES Nikolas	78
163	QUINZIATO Manuel	74
164	O'GRADY Stuart	73
165	KROON Karsten	67
166	SUTTON Chris	67
167	KEIZER Martijn	72
168	VEELERS Tom	75
169	FARRAR Tyler	73
170	KITTEL Marcel	82
171	GESCHKE Simon	64
172	TSCHOPP Johann	62
173	HOWARD Leigh	72
174	MARYCZ Jarosław	69
175	HAEDO Juan José	73
176	CIONI Dario David	72
177	ARVESEN Kurt-Asle	74
178	CARRARA Matteo	67
179	PALOMARES Adrián	56
180	VANMARCKE Sep	77
181	HOUANARD Steve	70
182	PHINNEY Taylor	82
183	LOBATO Juan José	64
184	KLIER Andreas	72
185	WAGNER Robert	75
186	AAEN JØRGENSEN Jonas	63
187	TIMMER Albert	77
188	CHRISTENSEN Mads	69
189	CABELLO Antonio	67
190	SARAMOTINS Aleksejs	75
191	DOI Yukihiro	58
192	VOGONDY Nicolas	62
193	GARCÍA ACOSTA José Vicente	76
194	NUYENS Nick	68
195	ARDILA Mauricio Alberto	58
196	GENIEZ Alexandre	68

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2011 » 66th Vuelta a España (WT)

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