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Global Statistics - Composite Indices for International Comparisons · LearnSpace
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Global Statistics - Composite Indices for International Comparisons

Курс от University of Geneva
Средний≈ 15.9 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

The number of composite indices that are constructed and used internationally is growing very fast; but whilst the complexity of quantitative techniques has increased dramatically, the education and training in this area has been dragging and lagging behind. As a consequence, these simple numbers, expected to synthesize quite complex issues, are often presented to the public and used in the political debate without proper emphasis on their intrinsic limitations and correct interpretations. In this course on global statistics, offered by the University of Geneva jointly with the ETH Zürich KOF, you will learn the general approach of constructing composite indices and some of resulting problems. We will discuss the technical properties, the internal structure (like aggregation, weighting, stability of time series), the primary data used and the variable selection methods. These concepts will be illustrated using a sample of the most popular composite indices. We will try to address not only statistical questions but also focus on the distinction between policy-, media- and paradigm-driven indicators.

Навыки, которые вы освоите

Economic DevelopmentStatistical MethodsStatisticsData TransformationEconomics, Policy, and Social StudiesAnalysisKey Performance Indicators (KPIs)Social StudiesData SynthesisEconomicsInternational RelationsCorrelation AnalysisAnalytical SkillsEstimationMarket OpportunitiesSustainable DevelopmentData CollectionData QualityGeneral Shipping and ReceivingData Literacy

Программа курса

6 модулей · 103 учебных материалов

01Welcome module7 материалов

1.1 General introduction

TrailerВидео1.1.1 Welcome - introduction to the objectives and content of the courseВидеоSlides for Lesson 1 introduction to objectives and content of the courseЧтениеSyllabusЧтение

Учитесь у экспертов

Stefan Andreas Sperlich

Professor

Juan Manuel Rodriguez Poo (in Partnership with UNIGE)

Professor

Global Statistics - Composite Indices for International Comparisons
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≈ 15.9 ч

6 модулей

Язык: Английский

Субтитры: Арабский, Французский, Украинский, Китайский (Китай), Греческий, Итальянский, Бразильский португальский, Нидерландский, Корейский, Немецкий, Русский, Тайский, Индонезийский, Шведский, Турецкий, Испанский, Хинди, Японский, Казахский, Польский

Часть программы вашего университета
List of AcronymsЧтение
List of ReferencesЧтение
📢 Important preliminary information: Evaluations and subtitlesЧтение
02Some introductory issues16 материалов

2.1 Introduction, definition and first examples

Slides for lesson 1 introduction, definition and first examplesЧтение2.1.1 Definition of indicators and composite indicesВидео2.1.2 Need, use, pros and cons of composite indicesВидеоClassification of indicatorsОбсуждение

2.2 The demand for composite indices: interviews

Slides for Lesson 2 the demand for composite indicesЧтение2.2.2 Statistical offices and the public demand, part IВидео2.2.3 Statistical offices and the public demand, part IIВидео2.2.4 The demand for social indicatorsВидео2.2.5 The political demand, part IВидео2.2.6 The political demand, part IIВидео

2.3 Towards a quality framework for composite indices

Slides for Lesson 3 towards a quality frameworkЧтение2.3.1 Good practices for composite indices, part IВидео2.3.2 Good practices for composite indices, part IIВидео

2.4 The steps of constructing a composite index

Slides for Lesson 4 the steps of constructing a composite indexЧтение2.4.1 Constructing composite indices: an overviewВидео

2.5 Evaluation

Quizz Module 2Задание
03The steps of constructing a composite index15 материалов

3.1 Preliminar issues

Slides for Lesson 1 developing an economic/statistical frameworkЧтение3.1.1 Developing an economic/statistical framework, part IВидео3.1.2 Developing an economic/statistical framework, part IIВидео3.1.3 Selecting variables and data issuesВидео

3.2 A unifying approach to construct composite indices, part I

Slides for Lesson 2 A unifying approach to construct composite indicesЧтение3.2.1 A unifying framework for composite indicesВидео3.2.2 The transformation functionsВидео3.2.3 The elasticity of substitutionВидео

3.3 A unifying approach to construct composite indices, part II

Slides for Lesson 3 Choosing the weightsЧтение3.3.1 Choosing the weights, part IВидео3.3.2 Choosing the weights, part IIВидео3.3.3 Choosing the weights, part IIIВидео

3.4 After the construction

Slides for Lesson 4 After the constructionЧтение3.4.1 Robustness of resultsВидео

3.5 Evaluation

Quizz Module 3Задание
04Globalization and Youth labour market indices (ETH Zurich/KOF)21 материалов

4.1 Youth labour market index (ETH Zurich/KOF)

Slides for Lesson 1 Youth Labour Market IndexЧтениеKOF Study n°51 (optional)ЧтениеKOF Study n°67 (optional)ЧтениеKOF Study n°83 (optional)Чтение4.1.1 IntroductionВидео4.1.2 Introduction to the index and YLMI toolВидео4.1.3 Index componentsВидео4.1.4 Index aggregation and resultsВидеоUsing KOG YLMI tool and interpreting resultsОбсуждение4.1.5 User perspectiveВидео

4.2 Globalization index (ETH Zurich/KOF)

Slides for Lesson 2 KOF Globalization IndexЧтениеIMF 2007 Reaping the benefits of financial globalization (optional)ЧтениеKose et al., IMF 2009 (optional)ЧтениеSchularick, JFE 2006 (optional)Чтение4.2.1 Motivation of the KOF Globalization indexВидео4.2.2 Selection of variablesВидео

4.3 Evaluation

Quizz Module 4Задание
05Export Potential Assessment (ITC)17 материалов

5.1 Export potential index (ITC)

Slides for Lesson 1 Export Potential IndexЧтениеExport Potential Assessment Methodology (optional)Чтение5.1.1 IntroductionВидео5.1.2 Global overview of the export potential assessmentВидео5.1.3 Motivation and data treatmentВидео5.1.4 Economic frameworkВидео5.1.5 First dimension: the supply sideВидео5.1.6 Second dimension: the demand sideВидео5.1.7 Third dimension: the bilateral trade relations, and resultsВидео5.1.8 Aggregation and final indicator constructionВидео

5.2 Product diversification index (ITC)

Slides for Lesson 2 Product Diversification IndexЧтение5.2.1 Overview of PDI, motivation and data treatmentВидео5.2.2 The product space methodologyВидео5.2.3 Dimensions of the index: supply and demand sides, and resultsВидеоHow the export potential assessment can benefit countries?Обсуждение5.2.4 User perspectiveВидео

5.3 Evaluation

Quizz Module 5Задание
06Liner shipping connectivity indices (UNCTAD) and Human development index (UNDP)27 материалов

6.1 Liner shipping connectivity indices (UNCTAD)

Slides for Lesson 1 Liner Shipping Connectivity IndexЧтениеLiner Shipping connectivity as determinant of trade (Fugazza and Hoffmann) (optional)ЧтениеBilateral Liner shipping connectivity since 2006 (Fugazza and Hoffmann) (optional)ЧтениеUNCTAD transport Newsletter 2007 (optional)ЧтениеUNCTAD transport Newsletter 2005 (optional)Чтение6.1.1 IntroductionВидео6.1.2 Introduction of the UNCTAD institutionВидео6.1.3 Motivation and planВидео6.1.4 LSCI: history and dataВидео6.1.5 LSCI: component and computationВидео6.1.6 LSCI: stylized factsВидео6.1.7 LSBCI: motivation and dataВидео6.1.8 LSBCI: components and computationВидео6.1.9 LSBCI: stylized factsВидео6.1.10 Conclusion remarksВидео6.1.11 User perspectiveВидеоThe Liner Shipping Connectivity index: discussionОбсуждение

6.2 Human development index (UNDP)

Slides for Lesson 2 Human Development IndexЧтениеHuman Development Report (technical notes) (optional)Чтение6.2.1 Introduction and motivation for the Human Development indexВидео6.2.2 Indicators: selection and data issuesВидео6.2.3 Aggregation, methods and reasoningВидео6.2.4 Interview of Flavio Comim: A response to the common criticisms of the HDIВидео

6.3 Evaluation

Quizz Module 6Задание

Conclusion

ConclusionВидео
4.2.3 Normalization, weighting and aggregationВидео
4.2.4 ResultsВидео
The importance of measuring globalizationОбсуждение
4.2.5 User perspectiveВидео
6.2.6 Interview of Selim Jahan, part I: History of the Human Development index, and its major strengths and weaknessesВидео
6.2.7 Interview of Selim Jahan, part II: Other indices in the Human Development Report (HDR), and future of the HDRВидео