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Big Data

Big Data »

Source: Big Data : Potential, Challenges and Statistical Implications

Volume/Issue: 2017/6

Series: Staff Discussion Notes

Author(s): Cornelia Hammer , Diane Kostroch , and Gabriel Quiros

Publisher: INTERNATIONAL MONETARY FUND

Publication Date: 13 September 2017

ISBN: 9781484310908

Keywords: Surveillance, Big Data, Macroeconomic and Financial Statistics, Official Statistics, Data Quality, General, Institutions and the Macroeconomy, Introductory Material

Big data are part of a paradigm shift that is significantly transforming statistical agencies, processes, and data analysis. While administrative and satellite data are already well established, the statistical com...

External Evaluation of IMF Surveillance

External Evaluation of IMF Surveillance »

Series: Books

Author(s): International Monetary Fund

Publisher: INTERNATIONAL MONETARY FUND

Publication Date: 30 December 1999

DOI: http://dx.doi.org/10.5089/9781557758637.071

ISBN: 9781557758637

Keywords: capital flows, exchange rate, capital inflows, financial sector, multilateral surveillance

The IMF's surveillance over its member'seconomic policies is one of the institution's central activities. In keeping with the increasing transparency of the IMF; the Executive Board askes a group of independent ext...

Front Matter

Front Matter »

Source: External Evaluation of IMF Surveillance

Series: Books

Author(s): International Monetary Fund

Publisher: INTERNATIONAL MONETARY FUND

Publication Date: 30 December 1999

ISBN: 9781557758637

Keywords: capital flows, exchange rate, capital inflows, financial sector, multilateral surveillance

The IMF's surveillance over its member'seconomic policies is one of the institution's central activities. In keeping with the increasing transparency of the IMF; the Executive Board askes a group of independent ext...

I Introduction

I Introduction »

Source: External Evaluation of IMF Surveillance

Series: Books

Author(s): International Monetary Fund

Publisher: INTERNATIONAL MONETARY FUND

Publication Date: 30 December 1999

ISBN: 9781557758637

Keywords: capital flows, exchange rate, capital inflows, financial sector, multilateral surveillance

Objectives of Surveillance Objectives 1. How is Fund surveillance defined? Our terms of reference requested us to examine “all channels and instruments...

I Overview

I Overview »

Source: IMF Support and Crisis Prevention

Series: Occasional Papers

Author(s): Atish Ghosh , Juan Zalduendo , Alun Thomas , Jun Kim , Uma Ramakrishnan , and Bikas Joshi

Publisher: INTERNATIONAL MONETARY FUND

Publication Date: 16 May 2008

ISBN: 9781589067097

Keywords: Balance of payments assistance, Emerging markets, Foreign exchange reserves, Fund role, Multilateral surveillance, capital account, crisis prevention, capital account crises, capital account crisis, current account

The enormous economic and social costs of the financial crises that struck various emerging market countries at the turn of the last century underscore the importance of crisis prev...

II Anatomy of Capital Account Crises: Balance Sheet Vulnerabilities and Crisis Triggers

II Anatomy of Capital Account Crises: Balance Sheet Vulnerabilities and Crisis Triggers »

Source: IMF Support and Crisis Prevention

Series: Occasional Papers

Author(s): Atish Ghosh , Juan Zalduendo , Alun Thomas , Jun Kim , Uma Ramakrishnan , and Bikas Joshi

Publisher: INTERNATIONAL MONETARY FUND

Publication Date: 16 May 2008

ISBN: 9781589067097

Keywords: Balance of payments assistance, Emerging markets, Foreign exchange reserves, Fund role, Multilateral surveillance, capital account, crisis prevention, capital account crises, capital account crisis, current account

The financial crises that struck a number of emerging market countries in the 1990s and early twenty-first century were characterized by sudden reversals of capital flows that had p...

II Conduct and Methods

II Conduct and Methods »

Source: External Evaluation of IMF Surveillance

Series: Books

Author(s): International Monetary Fund

Publisher: INTERNATIONAL MONETARY FUND

Publication Date: 30 December 1999

ISBN: 9781557758637

Keywords: capital flows, exchange rate, capital inflows, financial sector, multilateral surveillance

1. Under this heading the Executive Board asked us to address the following general question: how helpful are the procedures of surveillance, the resources and the staff skills empl...

III Substance

III Substance »

Source: External Evaluation of IMF Surveillance

Series: Books

Author(s): International Monetary Fund

Publisher: INTERNATIONAL MONETARY FUND

Publication Date: 30 December 1999

ISBN: 9781557758637

Keywords: capital flows, exchange rate, capital inflows, financial sector, multilateral surveillance

1. This section deals with the quality, relevance, depth, and scope of Fund advice. The questions posed by the Board that are most pertinent here are the following....

III Toward Crisis Prevention: Precautionary Arrangements

III Toward Crisis Prevention: Precautionary Arrangements »

Source: IMF Support and Crisis Prevention

Series: Occasional Papers

Author(s): Atish Ghosh , Juan Zalduendo , Alun Thomas , Jun Kim , Uma Ramakrishnan , and Bikas Joshi

Publisher: INTERNATIONAL MONETARY FUND

Publication Date: 16 May 2008

ISBN: 9781589067097

Keywords: Balance of payments assistance, Emerging markets, Foreign exchange reserves, Fund role, Multilateral surveillance, capital account, crisis prevention, capital account crises, capital account crisis, current account

The discussion in the previous section suggests where balance sheet vulnerabilities might lurk and how they may interact with specific triggers that result in a full-blown crisis. T...

Big Data
			: Potential, Challenges and Statistical Implications

Big Data : Potential, Challenges and Statistical Implications »

Volume/Issue: 2017/6

Series: Staff Discussion Notes

Author(s): Cornelia Hammer , Diane Kostroch , and Gabriel Quiros

Publisher: INTERNATIONAL MONETARY FUND

Publication Date: 13 September 2017

DOI: http://dx.doi.org/10.5089/9781484310908.006

ISBN: 9781484310908

Keywords: Surveillance, Big Data, Macroeconomic and Financial Statistics, Official Statistics, Data Quality, General, Institutions and the Macroeconomy, Introductory Material

Big data are part of a paradigm shift that is significantly transforming statistical agencies, processes, and data analysis. While administrative and satellite data are already well established, the statistical com...