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Tente, Sebastian: Bank efficiency estimation : methodology and the problem of adequation. 2010
Inhalt
Outline of the research project
Starting Point
Adequate modelling
Methodological issues
Our contributions
Bank efficiency in a scheme of adequation
Methods of cross-sectional stochastic frontier analyses
Cost efficiency trends in European and US banking
Bank efficiency estimation based on quantile cost functions with fixed effects
Preliminary reflections on efficiency and banks
Introduction
Aspects of bank performance
Interest groups
A 'perverse incentive system'
The pay-performance sensitivity
The existence of social dividends
Bank performance assessments: A trade-off
Measuring efficiency
Common accounting ratios
Conditional accounting ratio regressions
The concept of efficiency frontiers
Parametric cost frontiers in banking
The meaning of 'average frontier'
Introduction of the database
Relevance of the Bankscope database
Selection of variables
Data validation and imputation
Descriptive statistics
Final remarks on data quality
Bank efficiency in the frame of a Scheme of Adequation
Introduction
Concrete reality and ideal concept
Statistical adequation
Ideal-type conceptualization
Adequation within the empirical assessment of bank efficiency
Banks as a producing business
Operationalization and estimation
Interpretation and comparison
Conclusion
Methods of cross-sectional stochastic frontier analyses
Introduction
Efficiency and the stochastic frontier models
The concept of output-based efficiency
The normal-half normal model
The exponential model
Simulation
Simulation design
Simulation results in comparison
An application to German banks
Methodological issues
Empirical evidence
Conclusion
Appendix
Derivatives of the log-likelihood: half-normal
Derivatives of the log-likelihood: exponential
Tables
Cost efficiency trends in European and US Banking
Introduction
Literature overview
SFA methodology
The basic idea of productive efficiency
Fixed effects with time trend
Random effects with time trend
Descriptive statistics of the database
Data preparation and imputation
Modelling cost frontiers
Cost efficiency estimation
Discussion of the estimated parameters
Dynamic efficiency ranking
A note on the inter-model comparison
Conclusion
Appendix
Efficiency estimation based on quantile cost functions
Introduction
Methodology
Linear regression cost frontiers with fixed effects
Quantile regression cost frontiers
Empirical Results
Data preparation
Cost functions
Estimation
Efficiency
Conclusion
Appendix
Concluding remarks
The scope of this survey
Problems and solutions
Adequation
Methods
References