Scorbureanu, Alexandrina Ioana (2009): Productivity and Growth: Least Absolute Deviation estimator and bootstrap techniques to predict aggregate production elasticities in the Palestinian manufacturing industry.
This is the latest version of this item.
Download (727kB) | Preview
We propose the estimation of a log-log Cobb-Douglas aggregate production function for the Palestinian industry. We find that traditional OLS estimates are not reliable they are bad predictors), due to the fact that only limited is available (small samples), and variables are characterised by high variability across time. The oligopolistic structure of the manufacturing sector also contributes. We propose to use bootstrap least deviance technique and find that the estimated elasticities are both significant and robust. For time-saving purposes (being inefficient to set-up the panel dataset), we apply the model to three available cross-sections of 71 manufacturing aggregates: 2000, 2002 and 2006 and find increasing returns to scale, which are supposed to reflect the imperfect competition of the market and/or the existence of high set-up or sunk costs which are mandatory in order to produce at all.
|Item Type:||MPRA Paper|
|Original Title:||Productivity and Growth: Least Absolute Deviation estimator and bootstrap techniques to predict aggregate production elasticities in the Palestinian manufacturing industry|
|Keywords:||estimation, least absolute deviance, bootstrap, production elasticities, robust coefficients|
|Subjects:||N - Economic History > N6 - Manufacturing and Construction > N65 - Asia including Middle East
D - Microeconomics > D2 - Production and Organizations > D24 - Production; Cost; Capital; Capital, Total Factor, and Multifactor Productivity; Capacity
O - Economic Development, Technological Change, and Growth > O1 - Economic Development > O14 - Industrialization; Manufacturing and Service Industries; Choice of Technology
|Depositing User:||Alexandrina Ioana Scorbureanu|
|Date Deposited:||20. Oct 2009 08:47|
|Last Modified:||13. Feb 2013 13:30|
1.Basim Makhool, Function Analysis of the Stone Industry in the West Bank and Gaza. 2003, An-Najah University Journal for Research - Humanities (B) ISSN: 1727-8449;
2.World Bank Organization document, Investment climate assessment, March 2007 Report No. 39109 – GZ;
3.William Greene, Econometric Analysis, 1995. MIT Press.
Available Versions of this Item
- Productivity and Growth: Least Absolute Deviation estimator and bootstrap techniques to predict aggregate production elasticities in the Palestinian manufacturing industry. (deposited 20. Oct 2009 08:47) [Currently Displayed]