Analysing Inequalities in Germany: A Structured Additive Distributional Regression Approach
Gespeichert in:
| 1. Verfasser: | |
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| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Cham
Springer International Publishing
[2017]
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| Schriftenreihe: | SpringerBriefs in Statistics
|
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | X, 98 Seiten |
| ISBN: | 9783319653303 |
| ISSN: | 2191-544X |
Internformat
MARC
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| 100 | 1 | |a Sohn, Alexander |d 1988- |e Verfasser |0 (DE-588)1049764862 |4 aut | |
| 245 | 1 | 0 | |a Analysing Inequalities in Germany |b A Structured Additive Distributional Regression Approach |c Alexander Silbersdorff |
| 264 | 1 | |a Cham |b Springer International Publishing |c [2017] | |
| 300 | |a X, 98 Seiten | ||
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| 650 | 4 | |a Labor economics | |
| 650 | 4 | |a Social structure | |
| 650 | 4 | |a Social inequality | |
| 650 | 4 | |a Statistics | |
| 650 | 4 | |a Statistics for Business/Economics/Mathematical Finance/Insurance | |
| 650 | 4 | |a Economic Theory/Quantitative Economics/Mathematical Methods | |
| 650 | 4 | |a Labor Economics | |
| 650 | 4 | |a Statistical Theory and Methods | |
| 650 | 4 | |a Social Structure, Social Inequality | |
| 650 | 4 | |a Health Economics | |
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| 999 | |a oai:aleph.bib-bvb.de:BVB01-030018115 | ||
Datensatz im Suchindex
| _version_ | 1804178020282400768 |
|---|---|
| adam_text | Contents
1 Introduction............................................................... 1
References................................................................. 4
2 Inequality and Earnings Distributions...................................... 5
2.1 A Brief Glance at the History of Income Inequality Analysis...... 6
2.2 Preliminaries on the Income Distribution and Inequality
Measures............................................................. 8
2.2.1 Income Variables, Units and Data.............................. 8
2.2.2 Distributional Measures and Informational Complexity. ... 11
2.3 The Development of German Earnings Distributions,
1988-2013 .......................................................... 15
References............................................................... 18
3 Estimating and Assessing Distributional Regression........................ 21
3.1 On Regression....................................................... 21
3.1.1 The Linear Model............................................. 21
3.1.2 Parameter Estimation....................................... 23
3.2 Structured Additive Distributional Regression....................... 28
3.2.1 Structured Additive Regression............................... 28
3.2.2 Parametric Distributions and SADR............................ 30
3.2.3 Differentiating with Respect to Covariates................... 34
3.3 Other Methods for Estimating Conditional Distributions.............. 36
3.3.1 A Contrast with Quantile and Expectile Regression......... 36
3.3.2 A Contrast with Distribution Regression and Conditional
Transformation Models........................................ 39
3.4 A Note on Panel Data and Individual-Specific Effects............. 41
3.4.1 Individual-Specific Effects and Model Complexity............. 42
3.4.2 Individual-Specific Effects and the Distributional
Perspective.................................................. 43
ix
51
51
53
53
54
56
62
65
67
67
68
69
70
72
77
82
84
89
91
91
93
95
95
97
X
3.5 A Note on State Space......................................
3.5.1 MESSY Economic Inference.........................
References...................................................
4 The Distributional Perspective and Labour Markets............
4.1 The Market Equilibrium Price and Mean Regression........
4.2 Market Places and Market Spaces.........................
4.2.1 On the Ideal-Typical Modem Labour Market Model
4.2.2 Five Problems of the One-Price Depiction
of a Market Place................................
4.2.3 Conceptualising a Labour Market Space............
4.3 Towards a Distributional Perspective of Labour Markets ..
References...................................................
5 Applications of SADR in Economics............................
5.1 First Steps in Analysing Conditional Earnings Distributions
5.1.1 Specifying the Conditional Earnings Distributions .
5.1.2 Assessing the Conditional Earnings Distributions ..
5.1.3 Interpreting the Conditional Earnings Distributions.
5.2 Taking a Bayesian Perspective and Proposing SADR........
5.3 Gender, Earnings and SADR...............................
5.4 Health Effect Assessment Based on SADR..................
5.5 Unemployment, Inequality and SADR.......................
References...................................................
6 Conclusion...................................................
6.1 The Distributional Perspective and SADR.................
6.2 Possible Directions for Future Research.................
6.3 Some Last Words.........................................
References...................................................
Index
|
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| id | DE-604.BV044619821 |
| illustrated | Not Illustrated |
| indexdate | 2024-07-10T07:57:20Z |
| institution | BVB |
| isbn | 9783319653303 |
| issn | 2191-544X |
| language | English |
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| physical | X, 98 Seiten |
| publishDate | 2017 |
| publishDateSearch | 2017 |
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| publisher | Springer International Publishing |
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| spelling | Sohn, Alexander 1988- Verfasser (DE-588)1049764862 aut Analysing Inequalities in Germany A Structured Additive Distributional Regression Approach Alexander Silbersdorff Cham Springer International Publishing [2017] X, 98 Seiten txt rdacontent n rdamedia nc rdacarrier SpringerBriefs in Statistics 2191-544X Statistics Economic theory Health economics Medical economics Labor economics Social structure Social inequality Statistics for Business/Economics/Mathematical Finance/Insurance Economic Theory/Quantitative Economics/Mathematical Methods Labor Economics Statistical Theory and Methods Social Structure, Social Inequality Health Economics Erscheint auch als Online-Ausgabe 978-3-319-65331-0 Digitalisierung UB Regensburg - ADAM Catalogue Enrichment application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=030018115&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Sohn, Alexander 1988- Analysing Inequalities in Germany A Structured Additive Distributional Regression Approach Statistics Economic theory Health economics Medical economics Labor economics Social structure Social inequality Statistics for Business/Economics/Mathematical Finance/Insurance Economic Theory/Quantitative Economics/Mathematical Methods Labor Economics Statistical Theory and Methods Social Structure, Social Inequality Health Economics |
| title | Analysing Inequalities in Germany A Structured Additive Distributional Regression Approach |
| title_auth | Analysing Inequalities in Germany A Structured Additive Distributional Regression Approach |
| title_exact_search | Analysing Inequalities in Germany A Structured Additive Distributional Regression Approach |
| title_full | Analysing Inequalities in Germany A Structured Additive Distributional Regression Approach Alexander Silbersdorff |
| title_fullStr | Analysing Inequalities in Germany A Structured Additive Distributional Regression Approach Alexander Silbersdorff |
| title_full_unstemmed | Analysing Inequalities in Germany A Structured Additive Distributional Regression Approach Alexander Silbersdorff |
| title_short | Analysing Inequalities in Germany |
| title_sort | analysing inequalities in germany a structured additive distributional regression approach |
| title_sub | A Structured Additive Distributional Regression Approach |
| topic | Statistics Economic theory Health economics Medical economics Labor economics Social structure Social inequality Statistics for Business/Economics/Mathematical Finance/Insurance Economic Theory/Quantitative Economics/Mathematical Methods Labor Economics Statistical Theory and Methods Social Structure, Social Inequality Health Economics |
| topic_facet | Statistics Economic theory Health economics Medical economics Labor economics Social structure Social inequality Statistics for Business/Economics/Mathematical Finance/Insurance Economic Theory/Quantitative Economics/Mathematical Methods Labor Economics Statistical Theory and Methods Social Structure, Social Inequality Health Economics |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=030018115&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
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