New PDF release: Reinventing the Economics of Sport

By Simon Chadwick & Angel Barajas

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Hence, it is used the Battese and Coelli (1988) model which assumes that the inefficiency of individuals, in this case of regions, is invariant over time: lnyit ¼ f ðxit ; bÞ þ eit ; eit ¼ vit À ui ð4Þ where y it is the amount of output obtained, x it is a vector of inputs, vit is an independent and identically distributed random perturbation of zero mean and variance s2v , and ui is a random perturbation set the truncation to zero from a normal distribution with mean m and variance s2u , which represents constant over time individual inefficiency.

Andalusia, Catalonia, Madrid). Finally, the Basque Country returns to lead the ranking of players contribution, in the senior team. Therefore, it can be concluded that the Basque Country players are increasing their quality with their age, since the percentage of players is significantly increasing. Similarly to the Basque Country, is observed that Asturias also has an increasing tendency in the number of players in the selections. 46 100 Absolute Players Matches n % n % Notes: Melilla has been eliminated since has never contributed any player to any of the selections.

Table IV. 14 (17) (13) (2) (9) (1) (8) (6) (3) (19) (14) (10) (11) (16) (4) (5) (18) (15) (7) (12) (4) (16) (3) (14) (1) (11) (10) (12) (13) (6) (18) (9) (15) (8) (5) (19) (17) (2) (7) (5) (17) (3) (13) (1) (11) (9) (15) (12) (6) (18) (10) (14) (7) (4) (19) (16) (2) (8) Notes: Dependent variable: minutes. In parentheses the ranking each community occupies (12) (17) (3) (8) (1) (7) (5) (16) (18) (10) (11) (15) (14) (6) (2) (19) (13) (4) (9) Regardless the specification the Basque Country is the most efficient autonomous community.

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