Abstract:The G20’s renewal of faith in the International Monetary Fund (IMF) during the 2008 financial crisis appears to have reversed the IMF’s declining relevance evident in the years preceding the crisis. This article examines this putative revival of the IMF, arguing that the G20’s actions contained a paradox of delegation. On the one hand, the nature of the G20’s replenishment of the IMF’s resources during the crisis (mostly through credit lines available to the IMF) as well as the independence the major G20 econo… Show more
“…Indeed, the provision of policy advice to its member states is considered to be “an integral part of operationalizing the Fund's mandate” (IEO , 1). Much of the IMF's policy advice nonetheless fails to resonate with national authorities, especially in the case of large economies where governments are unlikely to face the sovereignty costs associated with IMF loan agreements (Kaya ).…”
Section: External Policy Advice and The Power Of Persuasionmentioning
confidence: 99%
“…In November 2008 Iceland became the first West European country to agree a stand‐by arrangement loan with the IMF since the UK in 1976 and Italy in 1977. Five months later the April 2009 Group of Twenty leaders' summit in London agreed to triple the IMF's lending capacity to US$750 billion (Kaya ). Within 18 months of Iceland's loan agreement, a further 18 countries had negotiated stand‐by arrangements with the IMF in response to the Great Recession and the subsequent slump in global trade and consumer demand, marking a pronounced turnaround in the IMF's relevance as a crisis management institution.…”
Abstract:This article contributes to the literature on the dynamics of change and continuity in the International Monetary Fund's (IMF's) policy paradigm. The IMF embarked on a process of 'streamlining conditionality' during the 2000s, but many observers have argued that the IMF's policy paradigm from the 1990s remains intact. This article examines whether the scope of the IMF's policy advice to borrowers during the Great Recession narrowed in comparison with its advice to borrowers during the heyday of the Washington consensus in the 1980s and 1990s. The article uses qualitative content analysis to establish the frequency of a series of policy dialogue indicators in four sample sets of countries requesting IMF stand-by arrangements (SBAs) over three decades. The evidence suggests that contemporary IMF policy advice to borrowers continues to stress the importance of fiscal consolidation, with reduced emphasis on promoting the structural economic reforms associated with the Washington consensus era.
“…Indeed, the provision of policy advice to its member states is considered to be “an integral part of operationalizing the Fund's mandate” (IEO , 1). Much of the IMF's policy advice nonetheless fails to resonate with national authorities, especially in the case of large economies where governments are unlikely to face the sovereignty costs associated with IMF loan agreements (Kaya ).…”
Section: External Policy Advice and The Power Of Persuasionmentioning
confidence: 99%
“…In November 2008 Iceland became the first West European country to agree a stand‐by arrangement loan with the IMF since the UK in 1976 and Italy in 1977. Five months later the April 2009 Group of Twenty leaders' summit in London agreed to triple the IMF's lending capacity to US$750 billion (Kaya ). Within 18 months of Iceland's loan agreement, a further 18 countries had negotiated stand‐by arrangements with the IMF in response to the Great Recession and the subsequent slump in global trade and consumer demand, marking a pronounced turnaround in the IMF's relevance as a crisis management institution.…”
Abstract:This article contributes to the literature on the dynamics of change and continuity in the International Monetary Fund's (IMF's) policy paradigm. The IMF embarked on a process of 'streamlining conditionality' during the 2000s, but many observers have argued that the IMF's policy paradigm from the 1990s remains intact. This article examines whether the scope of the IMF's policy advice to borrowers during the Great Recession narrowed in comparison with its advice to borrowers during the heyday of the Washington consensus in the 1980s and 1990s. The article uses qualitative content analysis to establish the frequency of a series of policy dialogue indicators in four sample sets of countries requesting IMF stand-by arrangements (SBAs) over three decades. The evidence suggests that contemporary IMF policy advice to borrowers continues to stress the importance of fiscal consolidation, with reduced emphasis on promoting the structural economic reforms associated with the Washington consensus era.
“…Tree boosting methods presented in Friedman (2001) is used in this study to build machine learning models. The XGBoost machine learning software is employed for model training for its improved regularization methods, high computational efficiency, and ability to achieve state-of-the-art results on many machine learning tasks (Chen and Guestrin, 2016;Chen and He, 2020;Nielsen, 2016). Tree boosting methods build multiple regression trees that the final prediction of an input is the sum of the predictions of individual trees, as shown in Eq.…”
Section: Tree Boosting Methods and Xgboostmentioning
Abstract. Sustainable drainage systems (SuDS) are decentralized stormwater management practices that mimic the natural drainage processes. Their modeling is often challenged by insufficient data and unknown factors affecting the hydrological processes. This study uses machine learning methods to model directly the correlation between hydrological responses and rainfalls at fine temporal scales in two catchments of different sizes. A feature engineering method is developed to extract useful information from rainfall time series and is used in combination with a nested cross-validation procedure to derive high-quality models and to estimate their generalization errors. The SHAP method is adopted to explain the basis of each prediction, which is then used for estimating catchment response time and hydrograph separation. The explanations of the predictions provide valuable insights into the models’ behavior and the involved hydrological processes. Thus, interpreting machine learning models is found as a useful way to study catchment hydrology.
“…Los esfuerzos por construirla a partir de la teorización y de la evidencia empírica no han cesado. Estos esfuerzos se han orientado principalmente al estudio del Estado (por ejemplo, Gaus, 2011;Fukuyama, 2013; Green y Colgan, 2013) y de algunas instituciones con rasgos supranacionales (por ejemplo, Egeberg, 2012;Kaya, 2012).…”
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