[PDF] Top 20 On model selection in data envelopment analysis: a multivariate statistical approach

... component and, as expected, achieve full efficiency under most models. BBVA and SCH are the two leading banks in Spanish banking, and are amongst the European banks with the highest market value. The Popular Bank is ... See full document

... CCDEA (Charnes and Cooper, 1963; Land et al., 1993; Olesen and Petersen, 1995) specifies stochastic production frontiers by replacing the observed input and output data with their randomly distributed ... See full document

... Component Analysis (PCA) is a statistical technique used to linearly transform an original set of variables into a considerably smaller set of uncorrelated variables that represents majority of the ... See full document

... subset selection of variables, and outlier detection in the standart mixture model cluster ...mixture model cluster analysis using model selection criteria and defined a new ... See full document

... window analysis to analyses the long-term trend in efficiency changes of six Singapore commercial banks during the period of 1993 to ...this analysis, the selected width is three years. The selection ... See full document

... econometric approach has been used to identify the relationship between energy consumption from different inputs and yield values of crop productions (Kulekci, 2010; Mohammadi et ...popular approach employs ... See full document

... Various model selection methods have been suggested in ...the model should be, without considering any ...the model in this way may contribute little or nothing to the calculation of ... See full document

... reason, selection the most suitable robot for a given industrial application now becomes a more complicated ...of data envelopment analysis (DEA), ...robot selection decision from the ... See full document

... using Data Envelopment Analysis (DEA) to establish a new model to estimate the accounting-based performance of firms in terms of technical ...Pont analysis theory as a conceptual ... See full document

... spatial analysis in annual crop experiments are well ...spatial analysis to ...access model performance, residual maximum likelihood ratio tests (LRT) and Akaike Criterion Information (AIC), were ... See full document

... material selection problems, various MCDM approaches have been developed to find the most appropriate ...(CWDEA) model proposed by Hatefi et al. [32] that is originated from DEA model [33], is ... See full document

... output data related to all the tables presented in Wang and Chin (2009), we run DEA models (1) and (2) for each AMT to obtain optimistic and pessimistic ... See full document

... Markovitz assumes in his choice of portfolios that all investors make their choices based on two criteria of risk and return. However, many studies have criticized all of the other investors' preferences in the Markowitz ... See full document

... The organizational structure of Croatian Customs Service is characterized by its 17 customs houses, i.e. regional organizational units. Analytical research into the outputs and inputs of the Croatian Customs Service has ... See full document

... using Data Envelopment Analysis ...required data, the study is limited to ten Nigerian insurance companies for the period of five years from 2008 to ...output. Data were sourced from ... See full document

... overlapped data set, the co-efficients of separator will be achieved by solving a goal programming on overlapping ...misclassification data are minimized, too. So, the overlapped data sets are ... See full document

... The inspirations to carry on this study arise from the need to have a better flood occurrence modelling. Previous study has worked on modelling the bivariate Copula in flood frequency analysis. However, there were ... See full document

... Lung cancer, over the past 30 years, has sub- stituted for liver cancer and become the num- ber one cause of mortality among patients who developed malignant tumors in China [1]. In China, according to the research ... See full document

... temporal analysis using box plots confirms the fact that the level of nutrients in Tolo Harbour has shown a significant decline in recent ...factor analysis that the nutrient processes play an important ... See full document

... The efficiency of the target unit in a set can be obtained by solving equations, 7, 8, and 9. The solution to this LP provides a measure of the relative efficiency of the target unit and the weights leading to that ... See full document