A Survey on Investment Performance Appraisal with Special Reference to Data Envelopment Analysis
نویسنده
چکیده
This paper offers a review of investment performance appraisal methods. The review starts with an exhaustive coverage of various methods ranging from early measures of risk-adjusted return to more recent methods including the rating given by ASSIRT, a financial services organisation that assess managed investment in Australia. We then extend the discussion to performance evaluations based on the concept of production frontier estimation. Primarily, there are two competing theories of frontier estimation, known as stochastic frontier estimation and data envelopment analysis (DEA). DEA enables the inclusion of many factors in the analysis in addition to the usual return and risk measures and therefore is widely used in empirical studies in finance. The DEA methodology and its application in the finance sector are discussed in detail.
منابع مشابه
Interval network data envelopment analysis model for classification of investment companies in the presence of uncertain data
The main purpose of this paper is to propose an approach for performance measurement, classification and ranking the investment companies (ICs) by considering internal structure and uncertainty. In order to reach this goal, the interval network data envelopment analysis (INDEA) models are extended. This model is capable to model two-stage efficiency with intermediate measures i...
متن کاملContext-Dependent Data Envelopment Analysis-Measuring Attractiveness and Progress with Interval Data
Data envelopment analysis (DEA) is a method for recognizing the efficient frontier of decision making units (DMUs).This paper presents a Context-dependent DEA which uses the interval inputs and outputs. Context-dependent approach with interval inputs and outputs can consider a set of DMUs against the special context. Each context shows an efficient frontier including DMUs in particular l...
متن کاملPerformance Appraisal of Research and Development Projects Value-Chain for Complex Products and Systems: The Fuzzy Three-Stage DEA Approach
The purpose of the current research is to provide a performance appraisal system capable of considering the value chain network structure of research and development (R&D) projects for Complex products and systems (CoPS) under uncertainty of data. Therefore, in order to achieve this goal, a network data envelopment analysis (NDEA) approach and the possibilistic programming to provide a new fuzz...
متن کاملPerformance Measurement of Decision Making Units with Network Structure in the Presence of Undesirable Output
In the performance evaluation process, using the classic data envelopment analysis (DEA) models, decision making units (DMUs) are considered as black boxes. While in many cases and different applications such as investment funds, banks, insurance companies, etc., DMUs have a network structure. In addition, in many network structures, some of the indicators used to calculate the efficiency...
متن کاملارزیابی کارآیی نسبی نیروی انسانی مراکز بهداشت شهرستانهای استان یزد با استفاده از مدل تحلیل پوششی دادهها
Background and Objectives : Authorities of organizations need a performance appraisal system for planning, controlling and improving the efficiency of their organizations. In this research, the staff relative efficiency of health centers in Yazd province has been appraised by using DEA (Data Envelopment Analysis) models. Materials and Methods : In this descriptive study, the technique of ga...
متن کامل