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Tobit regression

An Efficiency Measurement and Benchmarking Model Based on Tobit Regression, GANN-DEA and PSOGA

An Efficiency Measurement and Benchmarking Model Based on Tobit Regression, GANN-DEA and PSOGA

... on Tobit regression, DEA, Artificial Neural Network, Genetic Algorithm and Particle Swarm Optimization to evaluate the efficiency and also benchmarking the efficient and inefficient ...and Tobit ...

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A TOBIT REGRESSION APPROACH BASED ON DEA EFFICIENCY SCORES Dr. Elham Abdul-Razik Ismail

A TOBIT REGRESSION APPROACH BASED ON DEA EFFICIENCY SCORES Dr. Elham Abdul-Razik Ismail

... Data Envelopment Analysis is a powerful technique for measuring the relative efficiency of organizational units with multiple inputs and outputs. This approach was introduced by Charnes, Cooper and Rhodes in 1978, and is ...

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A TWO-STAGE PERFORMANCE IMPROVEMENT EVALUATION OF THE INSURANCE INDUSTRY IN KENYA: AN APPLICATION OF DATA ENVELOPMENT ANALYSIS AND TOBIT REGRESSION MODEL

A TWO-STAGE PERFORMANCE IMPROVEMENT EVALUATION OF THE INSURANCE INDUSTRY IN KENYA: AN APPLICATION OF DATA ENVELOPMENT ANALYSIS AND TOBIT REGRESSION MODEL

... and tobit regression methodology to evaluate the efficiency of Kenya Insurance ...uses tobit regression model to assess the endogenous drivers of efficiency scores obtained from ...

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Can Ownership Diversification Enhance Banks’ Efficiency? An Analysis Based on Super Efficiency and Tobit Regression on the Chinese Listed Commercial Banks

Can Ownership Diversification Enhance Banks’ Efficiency? An Analysis Based on Super Efficiency and Tobit Regression on the Chinese Listed Commercial Banks

... naudojome Tobit regresijos modelį, negu paprasto, mažiausio kvadrato (PMK) metodą, nes priklausomas kintamasis (super efektyvumas) yra ...teigiamas. Tobit modelį pirmasis pasiūlė Tobin ...

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Who Loves to Gamble? Socio Economic Factors Determining Gambling Behaviour in Germany

Who Loves to Gamble? Socio Economic Factors Determining Gambling Behaviour in Germany

... initial Tobit regression assuming homoskedasticity, the coefficients for β of both regressions are very ...the Tobit regression assuming homoskedastic and normally distributed errors are close ...

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Data Envelopment Analysis and Tobit Analysis for Firm Efficiency in Perspective of Working Capital Management in Manufacturing Sector of Pakistan

Data Envelopment Analysis and Tobit Analysis for Firm Efficiency in Perspective of Working Capital Management in Manufacturing Sector of Pakistan

... This research has been performed for dealing with some of the important working capital management policies and firm efficiency regarding to firm specification. For this purpose, a detailed analysis has been performed on ...

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Analyzing Efficiency of Railway Transportation by Considering Quality of Services: New
Data Envelopment Analysis Models

Analyzing Efficiency of Railway Transportation by Considering Quality of Services: New Data Envelopment Analysis Models

... follow-up Tobit regression for the first model shows that efficiency results are positively correlated with quality of road and for the second model negatively correlated with the number of level ...

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Capital structure and the issuance of corporate bonds in emerging Asia

Capital structure and the issuance of corporate bonds in emerging Asia

... a Tobit regression technique to control for left censored observations (zeros in the dependent variable) we demonstrate that firm-specific and market development variables influence capital ...

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Recovery Rates and Macroeconomic Conditions: The Role of Loan Covenants

Recovery Rates and Macroeconomic Conditions: The Role of Loan Covenants

... multivariate regression results of …rm-wide recovery rates on lagged macroeconomic conditions, controlling for other determinants of recovery ...OLS regression results, and Panel B reports the two-sided ...

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Evaluating the effect of organization and context on technical efficiency: a second-stage DEA analysis of Italian hospitals

Evaluating the effect of organization and context on technical efficiency: a second-stage DEA analysis of Italian hospitals

... effects Tobit regression, with hospitals hierarchically nested within regions was ...two-level Tobit regression analysis was performed by using Stata/MP ...

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Organizational Accessibility and Community Connections: Examining Changes in the Spatial Proximity of Pubic Housing Residents to Social Service Providers and Providers' Responses to Redevelopment

Organizational Accessibility and Community Connections: Examining Changes in the Spatial Proximity of Pubic Housing Residents to Social Service Providers and Providers' Responses to Redevelopment

... above regression model, the dependent variable, net amount of reinsurance, takes on the value zero with positive probability but is roughly continuous and bounded on ...linear regression model inconsistent ...

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AN ASSESSMENT OF PRODUCTIVE EFFICIENCY OF THE SELECT PRIVATE SECTOR NON-BANKING FINANCE COMPANIES IN INDIA

AN ASSESSMENT OF PRODUCTIVE EFFICIENCY OF THE SELECT PRIVATE SECTOR NON-BANKING FINANCE COMPANIES IN INDIA

... Abdul Quyyum and Khalid Riaz examined the Technical Efficiency of 28 Pakistani Banks including 6 Islamic Banks using DEA technique and Tobit regression analysis during the period 2003-2010. The model used ...

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A Tobit model for analyzing speed limit compliance in work zones

A Tobit model for analyzing speed limit compliance in work zones

... the Tobit regression ...estimated regression coefficients and their marginal effects on both the amount of excess speed and the probability of a driver being non-compliant were consistent and of ...

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Factors Affecting Efficiency of Smallholder Cocoa Farmers: A Tobit Model Application in Malaysia

Factors Affecting Efficiency of Smallholder Cocoa Farmers: A Tobit Model Application in Malaysia

... Table 2 shows results of Tobit regression analysis. Results show that variables RATIO, EXP, RECORD, KNOW and STATUS are statistically significant at 1% level of significance. Meanwhile, variables AGE, EDU, ...

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Determinants of Efficiency of the Islamic Banks of Bangladesh during 2008-2012

Determinants of Efficiency of the Islamic Banks of Bangladesh during 2008-2012

... Second, Tobit regression was, first, run on each year’s technical efficiency and then it was run on the pooled data of technical efficiency for determining significant ...

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Adoption of Improved Technologies in Maize-based Cropping Systems on Income of Farmers in Ondo State, Nigeria

Adoption of Improved Technologies in Maize-based Cropping Systems on Income of Farmers in Ondo State, Nigeria

... and Tobit Regression Analysis were used to analyze the ...by Tobit regression estimate revealed that age, extension access, farming experience, marital status, household size, farm size and ...

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Factors Affecting the Adoption and use of NERICA Varieties among Rice Producing Households in Ghana

Factors Affecting the Adoption and use of NERICA Varieties among Rice Producing Households in Ghana

... This study applied the Tobit regression model to estimate the determinants of intensity of adoption of the NERICA rice seeds by the households. Factors hypothesized to be influenced by policy and ...

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Gender and the Factors Affecting Child Labor in Iran: an Application of IV-TOBIT Model

Gender and the Factors Affecting Child Labor in Iran: an Application of IV-TOBIT Model

... In this paper we first intend to examine the probability of falling into the realm of child labor by using the conditional probability theorem. Furthermore, we will compare the extent of each factor’s effect on boys and ...

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Assessment of Crop Commercialisation among Smallholder Farming Households in Southwest Nigeria

Assessment of Crop Commercialisation among Smallholder Farming Households in Southwest Nigeria

... and tobit regression ...The tobit regression analysis further showed that, age, gender, level of education, household size, membership of an association, farm size, access to credit, market ...

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Modelling student performance in a tertiary preparatory course

Modelling student performance in a tertiary preparatory course

... In this dissertation a review of the literature as it applies to the modelling of educational performance data is undertaken. Statistical linear models, including the novel Beta, Tweedie and Tobit ...

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