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Kernel Density Estimation Based on Grouped Data
			: The Case of Poverty Assessment

Kernel Density Estimation Based on Grouped Data : The Case of Poverty Assessment »

Volume/Issue: 2008/183

Series: IMF Working Papers

Author(s): Camelia Minoiu , and Sanjay Reddy

Publisher: INTERNATIONAL MONETARY FUND

Publication Date: 01 July 2008

DOI: http://dx.doi.org/10.5089/9781451870411.001

ISBN: 9781451870411

Keywords: kernel density estimation, grouped data, statistics, poverty line, survey, surveys, household surveys,

We analyze the performance of kernel density methods applied to grouped data to estimate poverty (as applied in Sala-i-Martin, 2006, QJE). Using Monte Carlo simulations and household surveys, we find that the techn...

Kernel Density Estimation Based on Grouped Data

Kernel Density Estimation Based on Grouped Data »

Source: Kernel Density Estimation Based on Grouped Data : The Case of Poverty Assessment

Volume/Issue: 2008/183

Series: IMF Working Papers

Author(s): Camelia Minoiu , and Sanjay Reddy

Publisher: INTERNATIONAL MONETARY FUND

Publication Date: 01 July 2008

ISBN: 9781451870411

Keywords: kernel density estimation, grouped data, statistics, poverty line, survey, surveys, household surveys,

We analyze the performance of kernel density methods applied to grouped data to estimate poverty (as applied in Sala-i-Martin, 2006, QJE). Using Monte Carlo simulations and household surveys, we find that the techn...

The Acting Chair’s Summing Up Evaluation Report of Poverty Reduction Strategy Papers and the Poverty Reduction and Growth Facility by the Independent Evaluation Office

The Acting Chair’s Summing Up Evaluation Report of Poverty Reduction Strategy Papers and the Poverty Reduction and Growth Facility by the Independent Evaluation Office »

Source: Evaluation of the IMF's Role in Poverty Reduction Strategy Papers and the Poverty Reduction and Growth Facility

Series: Independent Evaluation Office Reports

Author(s): David Goldsbrough , Isabelle Mateos y Lago , Martin Kaufman , Daouda Sembene , Tsidi Tsikata , Steve Mugerwa , Alex Segura-Ubiergo , and Jeff Chelsky

Publisher: INTERNATIONAL MONETARY FUND

Publication Date: 30 September 2004

ISBN: 9781589063679

Keywords: expenditure, conditionality, poverty reduction strategy, expenditures, macroeconomic framework

General Remarks Executive Directors welcomed the timely report of the Independent Evaluation Office (IEO). The report has a number of constructive recommendations, which will require...

Annex 4 Assessment of the Adaptation of the IMF’s Internal Policy Process

Annex 4 Assessment of the Adaptation of the IMF’s Internal Policy Process »

Source: Evaluation of the IMF's Role in Poverty Reduction Strategy Papers and the Poverty Reduction and Growth Facility

Series: Independent Evaluation Office Reports

Author(s): David Goldsbrough , Isabelle Mateos y Lago , Martin Kaufman , Daouda Sembene , Tsidi Tsikata , Steve Mugerwa , Alex Segura-Ubiergo , and Jeff Chelsky

Publisher: INTERNATIONAL MONETARY FUND

Publication Date: 30 September 2004

ISBN: 9781589063679

Keywords: expenditure, conditionality, poverty reduction strategy, expenditures, macroeconomic framework

Table A4.1. An Assessment of the Adaptation of the IMF’s Internal Policy Process Between the ESAF and the PRGF Based on Briefing Pa...

Annex 9 Changes in Domestic Policy Processes and Institutions: Evidence from Case Studies

Annex 9 Changes in Domestic Policy Processes and Institutions: Evidence from Case Studies »

Source: Evaluation of the IMF's Role in Poverty Reduction Strategy Papers and the Poverty Reduction and Growth Facility

Series: Independent Evaluation Office Reports

Author(s): David Goldsbrough , Isabelle Mateos y Lago , Martin Kaufman , Daouda Sembene , Tsidi Tsikata , Steve Mugerwa , Alex Segura-Ubiergo , and Jeff Chelsky

Publisher: INTERNATIONAL MONETARY FUND

Publication Date: 30 September 2004

ISBN: 9781589063679

Keywords: expenditure, conditionality, poverty reduction strategy, expenditures, macroeconomic framework

Table A9.1. What Happened to Domestic Policy Formation Under the PRSP Approach? Some Examples from the Case Studies...

Annex 8 Composition of Targeted Changes in Expenditures and External Financing in IMF-Supported Programs

Annex 8 Composition of Targeted Changes in Expenditures and External Financing in IMF-Supported Programs »

Source: Evaluation of the IMF's Role in Poverty Reduction Strategy Papers and the Poverty Reduction and Growth Facility

Series: Independent Evaluation Office Reports

Author(s): David Goldsbrough , Isabelle Mateos y Lago , Martin Kaufman , Daouda Sembene , Tsidi Tsikata , Steve Mugerwa , Alex Segura-Ubiergo , and Jeff Chelsky

Publisher: INTERNATIONAL MONETARY FUND

Publication Date: 30 September 2004

ISBN: 9781589063679

Keywords: expenditure, conditionality, poverty reduction strategy, expenditures, macroeconomic framework

The Composition of Programmed Fiscal Adjustment As discussed in Chapter 4, PRGF-supported programs target, on average, greater increases in revenues and smaller expenditure cuts than...

Annex 7 Determinants of Targeted and Actual Fiscal Adjustment

Annex 7 Determinants of Targeted and Actual Fiscal Adjustment »

Source: Evaluation of the IMF's Role in Poverty Reduction Strategy Papers and the Poverty Reduction and Growth Facility

Series: Independent Evaluation Office Reports

Author(s): David Goldsbrough , Isabelle Mateos y Lago , Martin Kaufman , Daouda Sembene , Tsidi Tsikata , Steve Mugerwa , Alex Segura-Ubiergo , and Jeff Chelsky

Publisher: INTERNATIONAL MONETARY FUND

Publication Date: 30 September 2004

ISBN: 9781589063679

Keywords: expenditure, conditionality, poverty reduction strategy, expenditures, macroeconomic framework

This annex presents details of regression analyses that underlay some of the results discussed in Chapter 4. The regressions were based on data from 88 new arrangements approved by the IMF under either the E...

Annex 5 Modalities of Participatory Processes: How Broad-Based Has Participation Been?

Annex 5 Modalities of Participatory Processes: How Broad-Based Has Participation Been? »

Source: Evaluation of the IMF's Role in Poverty Reduction Strategy Papers and the Poverty Reduction and Growth Facility

Series: Independent Evaluation Office Reports

Author(s): David Goldsbrough , Isabelle Mateos y Lago , Martin Kaufman , Daouda Sembene , Tsidi Tsikata , Steve Mugerwa , Alex Segura-Ubiergo , and Jeff Chelsky

Publisher: INTERNATIONAL MONETARY FUND

Publication Date: 30 September 2004

ISBN: 9781589063679

Keywords: expenditure, conditionality, poverty reduction strategy, expenditures, macroeconomic framework

Many of the countries concerned had no tradition of participatory policy formulation (e.g., Albania, Cambodia, and Tajikistan). Others did have a partici-patory tradition or experience, but a separate partic...

Annex 3 PRSP Sourcebook: Does It Provide Adequate Space for Policy Flexibility, and Is It Based on Strong Empirical Evidence?

Annex 3 PRSP Sourcebook: Does It Provide Adequate Space for Policy Flexibility, and Is It Based on Strong Empirical Evidence? »

Source: Evaluation of the IMF's Role in Poverty Reduction Strategy Papers and the Poverty Reduction and Growth Facility

Series: Independent Evaluation Office Reports

Author(s): David Goldsbrough , Isabelle Mateos y Lago , Martin Kaufman , Daouda Sembene , Tsidi Tsikata , Steve Mugerwa , Alex Segura-Ubiergo , and Jeff Chelsky

Publisher: INTERNATIONAL MONETARY FUND

Publication Date: 30 September 2004

ISBN: 9781589063679

Keywords: expenditure, conditionality, poverty reduction strategy, expenditures, macroeconomic framework

Policy Prescription in the PRSP Sourcebook 1...

Annex 6 Qualitative Appraisal of JointStaff Assessments

Annex 6 Qualitative Appraisal of JointStaff Assessments »

Source: Evaluation of the IMF's Role in Poverty Reduction Strategy Papers and the Poverty Reduction and Growth Facility

Series: Independent Evaluation Office Reports

Author(s): David Goldsbrough , Isabelle Mateos y Lago , Martin Kaufman , Daouda Sembene , Tsidi Tsikata , Steve Mugerwa , Alex Segura-Ubiergo , and Jeff Chelsky

Publisher: INTERNATIONAL MONETARY FUND

Publication Date: 30 September 2004

ISBN: 9781589063679

Keywords: expenditure, conditionality, poverty reduction strategy, expenditures, macroeconomic framework

The IEO undertook a desk review of the 28 JSAs sents the criteria used in assigning quality ratings to of full PRSPs issued through May 2003, involving a selected aspects of JSAs, as well as the average and...