Spectral analysis and filtering rules usage in trades with the Brazilian future soybean contract/Uso de analise espectral e regras de filtragem em operacoes com contratos futuros de soja no Brasil/El uso del analisis espectral y las reglas de filtrado en las operaciones de contratos de futuros de soja en Brasil

The aim was to examine the semi-strong efficient market hypothesis (EMH) in soybean futures contracts in Brazil, traded in BM&F-Bovespa, applying spectral analysis and filtering rules. The comparative results in the theory indicate different conclusions about the EMH in agricultural commodity fu...

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Veröffentlicht in:Revista de administração Mackenzie 2013-07, Vol.14 (4), p.165
Hauptverfasser: De Souza, Waldemar Antonio Da Rocha, Filho, Manoel Ma, Filho, Joao Gomes Ma, Marques, Pedro Valentim
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Zusammenfassung:The aim was to examine the semi-strong efficient market hypothesis (EMH) in soybean futures contracts in Brazil, traded in BM&F-Bovespa, applying spectral analysis and filtering rules. The comparative results in the theory indicate different conclusions about the EMH in agricultural commodity futures markets. However the market efficiency seems not confirmed for the Brazilian soybean futures prices. After testing, we rejected the random walk model for the Brazilian soybean futures settlement prices. The evaluation illustrated the contract arbitrage potential, subsequently classified applying filtering rules based on various ranges of the grain percentage futures settlement prices in the exchange. We simulated various operational strategies for buying and selling in the sample period from 2004 to 2010 based on the intervals. Sorting the financial results and percentage of lucrative operations, we identified certain sub-periods with higher incidence of positive gains. The difference between the results may be attributed to the recent commodity prices regime, prevailing in the markets after 2008. Also, the examined potential profitability in the BM&F-Bovespa soybean future contract market might attract new hedging and speculative operations, raising the trading volume. The increase in business will consolidate the contract as an efficient alternative to mitigate risk and generate profitable operations in the Brazilian agricultural futures market. Additionally, the process of price discovery evaluating the constellation of futures prices of a contract designed with the characteristics of the Brazilian soybean will increase the administrative efficiency of the grain marketing process. The analysis is novel in the Brazilian literature. KEYWORDS Spectral analysis; Filtering rules; Futures market; Soybean; BM&F-Bovespa. Objetivou-se examinar a hipotese de eficiencia semiforte de mercado (HEM) nos contratos futuros de soja do Brasil, negociados na BM&F-Bovespa, aplicando analise espectral e regras de filtragem. Os resultados comparados da teoria indicam conclusoes diversas quanto a HEM em mercados futuros de commodities agropecuarias. Entretanto, a eficiencia semiforte de mercado parece nao se confirmar em precos futuros de soja. Apos o teste, rejeitou-se o modelo de passeio aleatorio para os precos futuros de ajuste da soja brasileiros. A avaliacao ilustrou o potencial de arbitragem dos contratos, classificado posteriormente aplicando-se regras de filtragem com ba
ISSN:1518-6776