Paper Title :Estimate The Labor Productivity Of Enterprises Via Nonparametric Methods

Author :Semra Turkan, Ceren Unal

Article Citation :Semra Turkan ,Ceren Unal , (2016 ) " Estimate The Labor Productivity Of Enterprises Via Nonparametric Methods " , International Journal of Management and Applied Science (IJMAS) , pp. 80-83, Volume-2,Issue-2

Abstract : In this article, we examine the estimation of the labor productivity of Turkey’s Top 500 Industrial Enterprises. The relationship between “the labor productivity of enterprises” and “return on assets” is seen that it is not linear. Hence, the most common used smoothing methods which are local polynomial regression, penalized spline regression and smoothing spline are used to estimate the labor productivity. As a result of analyzing data, the smoothing spline is the most suitable method for the estimation of the labor productivity. Index terms- Local Polynomial Regression, Penalized Spline Regression, Smoothing Spline

Type : Research paper

Published : Volume-2,Issue-2

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