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  • Search: subject:"non-metric variables"
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Year of publication
Subject
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Partial Least Squares 10 Principal Component Analysis 10 PCA 9 PLS 9 non-metric variables 9 wealth index 6 globalization 4 simulation 4 CPI 3 Corruption Perception Index 3 Partial least squares 3 Partielle kleinste Quadrate 3 SIGI 3 Social Institutions and Gender Index 3 Hauptkomponentenanalyse 2 Index 2 Index construction 2 Index number 2 Indexberechnung 2 Kleinste-Quadrate-Methode 2 Least squares method 2 Principal component analysis 2 Consumer price index 1 Corruption 1 Estimation theory 1 Gender 1 Gender discrimination 1 Geschlecht 1 Geschlechterdiskriminierung 1 Globalisierung 1 Globalization 1 Institutional economics 1 Institutionenökonomik 1 Korruption 1 Non-metric variables 1 Schätztheorie 1 Social indicator 1 Social norm 1 Soziale Norm 1 Sozialer Indikator 1
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Online availability
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Free 10
Type of publication
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Book / Working Paper 10
Type of publication (narrower categories)
All
Working Paper 6 Arbeitspapier 3 Graue Literatur 3 Non-commercial literature 3 Thesis 1
Language
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English 7 Undetermined 3
Author
All
Yoon, Jisu 10 Klasen, Stephan 6 Krivobokova, Tatyana 6 Dreher, Axel 3
Institution
All
Courant Research Centre PEG 3
Published in...
All
Courant Research Centre: Poverty, Equity and Growth - Discussion Papers 3 Discussion Papers 3 Discussion papers / Courant Research Centre "Poverty, Equity and Growth in Developing and Transition Countries: Statistical Methods and Empirical Analysis" 3
Source
All
ECONIS (ZBW) 3 EconStor 3 RePEc 3 BASE 1
Showing 1 - 10 of 10
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Composite indices based on partial least squares
Yoon, Jisu; Klasen, Stephan; Dreher, Axel; Krivobokova, … - 2015
weights for composite indices. In this context we also consider various treatments of non-metric variables when constructing … such composite indices. Using simulation studies we find that dummy coding for non-metric variables yields satisfactory …
Persistent link: https://www.econbiz.de/10010500172
Saved in:
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Treatments of non-metric variables in partial least squares and principal component analysis
Yoon, Jisu; Krivobokova, Tatyana - 2015
This paper reviews various treatments of non-metric variables in Partial Least Squares (PLS) and Principal Component … typical data generating processes and recommendations are made. An application of PLS and PCA algorithms with non-metric … variables to the generation of a wealth index is considered. …
Persistent link: https://www.econbiz.de/10010504410
Saved in:
Cover Image
An application of partial least squares to the construction of the Social Institutions and Gender index (SIGI) and the Corruption Perception Index (CPI)
Yoon, Jisu; Klasen, Stephan - 2015
In this paper the Social Institutions and Gender Index (SIGI) is constructed with Principal Component Analysis (PCA) and Partial Least Squares (PLS). Using the SIGI, we test the effects of social institutions related to gender inequality on several development outcomes, such as female education,...
Persistent link: https://www.econbiz.de/10010504411
Saved in:
Cover Image
Composite Indices Based on Partial Least Squares
Yoon, Jisu; Klasen, Stephan; Dreher, Axel; Krivobokova, … - Courant Research Centre PEG - 2015
weights for composite indices. In this context we also consider various treatments of non-metric variables when constructing … such composite indices. Using simulation studies we find that dummy coding for non-metric variables yields satisfactory …
Persistent link: https://www.econbiz.de/10011210453
Saved in:
Cover Image
Treatments of Non-metric Variables in Partial Least Squares and Principal Component Analysis
Yoon, Jisu; Krivobokova, Tatyana - Courant Research Centre PEG - 2015
This paper reviews various treatments of non-metric variables in Partial Least Squares (PLS) and Principal Component … typical data generating processes and recommendations are made. An application of PLS and PCA algorithms with non-metric … variables to the generation of a wealth index is considered. …
Persistent link: https://www.econbiz.de/10011212213
Saved in:
Cover Image
An Application of Partial Least Squares to the Construction of the Social Institutions and Gender Index (SIGI) and the Corruption Perception Index (CPI)
Yoon, Jisu; Klasen, Stephan - Courant Research Centre PEG - 2015
In this paper the Social Institutions and Gender Index (SIGI) is constructed with Principal Component Analysis (PCA) and Partial Least Squares (PLS). Using the SIGI, we test the effects of social institutions related to gender inequality on several development outcomes, such as female education,...
Persistent link: https://www.econbiz.de/10011212214
Saved in:
Cover Image
Partial Least Squares and Principal Component Analysis with Non-metric Variables for Composite Indices
Yoon, Jisu - 2015
Ein zusammengesetzter Index ist eine aggregierte Variable, die aus individuellen Indikatoren und Gewichten besteht, wobei die Gewichte die relative Wichtigkeit jedes Indikators darstellen. Zusammengesetzte Indizes werden oft benutzt um latente Phänomene zu schreiben oder komplexe Informationen...
Persistent link: https://www.econbiz.de/10011324347
Saved in:
Cover Image
Composite indices based on partial least squares
Yoon, Jisu; Klasen, Stephan; Dreher, Axel; Krivobokova, … - 2015
weights for composite indices. In this context we also consider various treatments of non-metric variables when constructing … such composite indices. Using simulation studies we find that dummy coding for non-metric variables yields satisfactory …
Persistent link: https://www.econbiz.de/10010496759
Saved in:
Cover Image
An application of partial least squares to the construction of the Social Institutions and Gender index (SIGI) and the Corruption Perception Index (CPI)
Yoon, Jisu; Klasen, Stephan - 2015
In this paper the Social Institutions and Gender Index (SIGI) is constructed with Principal Component Analysis (PCA) and Partial Least Squares (PLS). Using the SIGI, we test the effects of social institutions related to gender inequality on several development outcomes, such as female education,...
Persistent link: https://www.econbiz.de/10010498612
Saved in:
Cover Image
Treatments of non-metric variables in partial least squares and principal component analysis
Yoon, Jisu; Krivobokova, Tatyana - 2015
This paper reviews various treatments of non-metric variables in Partial Least Squares (PLS) and Principal Component … typical data generating processes and recommendations are made. An application of PLS and PCA algorithms with non-metric … variables to the generation of a wealth index is considered. …
Persistent link: https://www.econbiz.de/10010498613
Saved in:
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