This paper reviews the significant macro-fiscal challenges posed by climate change inDjibouti and the costs of mitigation and adaptation policies. The paper concludes thatDjibouti is susceptible to climate change and related costs are potentially large. Investingnow in adaptation and mitigation...

The paper suggests an operationally usable framework for the evaluation of growthinclusiveness-the inclusive growth framework (IGF). Based on the data on growth, poverty,and inequality, the framework allows for the quantitative assessment of growth inclusiveness.The assessment relies on the...

This paper finds that the estimates of Armington elasticities (the elasticity of substitution between groups of products identified by country of origin) obtained from multilateral trade data can differ from those obtained from bilateral trade data. In particular, the former tends to be higher...

This paper develops a new monthly World Trade Leading Indicator (WTLI) that relies on nonparametric and parametric approaches. Compared to the CPB World Trade Monitor's benchmark indicator for global trade the WTLI captures turning points in global trade with an average lead between 2 and 3...

In March 2017, the IMF published an upgrade of its Direction of Trade Statistics (DOTS) dataset. This paper documents the new methodology that has been developed to estimate missing observations of bilateral trade statistics on a monthly basis. The new estimation procedure is founded on a...

This paper assesses external trade statistics in Lao PDR by looking at mirror statistics, and with reference to international experience in compilation and dissemination of external trade data. We find that exports could be underreported by 8 to 50 percent, while imports could be underreported...

This paper sets out the key concepts necessary to calculate trade in value added using input-output tables. We explain the basic structure of an input-output table and the matrix algebra behind the computation of trade in value added statistics. Specifically, we compute measures of domestic...