Kristoufek, L. & Skuhrovec, J.: Exponential and power laws in public procurement markets
| Autor: | prof. PhDr. Ladislav Krištoufek Ph.D., PhDr. Ing. Jiří Skuhrovec PhD., |
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| Typ: | Články v impaktovaných časopisech |
| Rok: | 2012 |
| Číslo: | 0 |
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| Publikováno v: | EPL (Europhysics Letters) 99, art. 28005 arXiv PDF |
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| Granty: | GAČR P402/11/0948 Vývoj analytického rámce pro energetickou bezpečnost: Ekonometrie časových řad, teorie her, meta-analýza a teorie regulace GAUK 5183/2010 (118310) Fraktalita a multifraktalita finančních trhů: metody a aplikace |
| Abstrakt: | We analyze for the first time a unique public procurement database, which includes information about a number of bidders for a contract, a final price, an identification of a winner and an identification of a contracting authority for each of more than 40000 public procurements in the Czech Republic between 2006 and 2011, focusing on the distributional properties of the variables of interest. We uncover several scaling laws —the exponential law for the number of bidders, and the power laws for the total revenues and total spendings of the participating companies, which even follows Zipf’s law for the 100 most spending institutions. We propose an analogy between extensive and non-extensive systems in physics and the public procurement market situations. Through an entropy maximization, such analogy yields some interesting results and policy implications with respect to the Maxwell-Boltzmann and Pareto distributions in the analyzed quantities. |
