Sebanyak 4 item atau buku ditemukan

The Sustainability Balanced Scorecard

It's Theory and Applications to Companies Operating Within the South African Fishing Industry

Active learning

theory and applications

Computer Science Dept. independence, 94, 121 loss, see loss, parameter
modularity, 121 updating, 103 parameter estimation, 4, 90 active learning, 101
complexity, 110 consistency, 111 Bayesian, 93 conjugate prior, 94 Dirichlet, 94
parameter independence, 94 point estimation, 98 prediction, 96 maximum
likelihood, 91 parameter space, 24 duality, 24 passive learning, 4 pool -based, 6,
18 precision, 41 precision/recall breakeven point, 41 probabilistic relational
model, 160 quality, ...

Robust Correlation

Theory and Applications

This bookpresents material on both the analysis of the classical concepts of correlation and on the development of their robust versions, as well as discussing the related concepts of correlation matrices, partial correlation, canonical correlation, rank correlations, with the corresponding robust and non-robust estimation procedures. Every chapter contains a set of examples with simulated and real-life data. Key features: Makes modern and robust correlation methods readily available and understandable to practitioners, specialists, and consultants working in various fields. Focuses on implementation of methodology and application of robust correlation with R. Introduces the main approaches in robust statistics, such as Huber’s minimax approach and Hampel’s approach based on influence functions. Explores various robust estimates of the correlation coefficient including the minimax variance and bias estimates as well as the most B- and V-robust estimates. Contains applications of robust correlation methods to exploratory data analysis, multivariate statistics, statistics of time series, and to real-life data. Includes an accompanying website featuring computer code and datasets Features exercises and examples throughout the text using both small and large data sets. Theoretical and applied statisticians, specialists in multivariate statistics, robust statistics, robust time series analysis, data analysis and signal processing will benefit from this book. Practitioners who use correlation based methods in their work as well as postgraduate students in statistics will also find this book useful.

9.4.2. H-mean: motivation,. definition. and. properties. Within the Neyman–
Pearson approach, the ROC curve gives the full information about the
performance of a classification (detection) method or algorithm. Motivation
However, in many cases it is almost impossible to ensure an upper bound on the
false alarm rate; on the other side, it is important to find an optimal balance
between these metrics, that is, the power and false alarm rate, for the method
under study. Moreover ...

Macroprudential Regulation and Policy for the Islamic Financial Industry

Theory and Applications

This volume aims to discuss the current research, theory, methodology and applications of macropreudential regulation and policy for the Islamic financial industry. Published in cooperation with the Islamic Research and Training Institute (IRTI), this book features contributions from a workshop presented in collaboration with the University College of Bahrain (UCB) in Manama, Bahrain, aimed to bring together experts in Islamic banking and regulation and financial economics. This resulting book sheds light on how macroprudential policy may be implemented in the Islamic financial system, and indicates current challenges and their effects on economic growth, financial stability and monetary regulation. Macroprudential policy is increasingly seen as a way of dealing with the different dimensions of systemic risk. But many central banks, bank supervisors and regulators have limited experience with macroprudential tools, particularly in the Islamic financial industry. Given the complementarities between monetary policy and financial stability, it appears that central banks would always play an important role in macroprudential policy. But how should macroprudential policy best interact with monetary policy? It is becoming more pressing for the central banks to conduct monetary policy in which its conventional banking system operates side by side with Islamic banking system. This question has received increasing attention in the research literature but there is much we still need to learn. This is why new insights from research on macroprudential policy – which has gained important impetus in recent years – are so valuable. Featuring contributions on topics such as macroprudential regulation, policy, tools and instruments; governance, systematic risk, monetary policy, and bank leverage, the editors provide a collection of comprehensive research covering the most important issues on macroprudential policy and regulation for the Islamic financial industry. This volume is expected to be a significant contribution to the literature in the field of Islamic finance and evaluation of public policies to promote the development for Islamic financial industry. It is also served as a key text for students, academics, researchers, policy-makers in the field of Islamic finance.

In the late 1980s the authorities has started working on comprehensive financial
sector reforms with the help of financial reforms with the help of international
financial agencies such as International Monetary Fund (IMF) and World Bank.