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Keywords: Large stock price changes; Trading volume; Liquidity. 1. Introduction. The existence of fat tails in the distribution of commodity. (Mandelbrot 1963) and  

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describes the nature of the oil industry of the Middle East and its importance in both the world economy and that of the producing countries; chapter 4 reviews. Oil rent has created a regional dynamic in the Middle East and North Africa 12 The dichotomy between oil-rich and oil-poor states (Kerr and Yassin, 1982) is 

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Quantity Index PRICE INDEXES, QUANTITY INDEXES, AND THE WEAK FACTOR We obtained the chain-type quantity index for real GDP from BEA and   Real GDP growth. Annual percent change. map list chart. Settings. Map. From, Up to, Label, Color. confirm cancel reset. 10% or more. 6% - 10%. 3% - 6%.

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