Blättern Rechts-, Wirtschafts- und Sozialwissenschaften nach Betreuer & Gutachter "Kneib, Thomas Prof. Dr."
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Well-Being and Shocks: Challenges in Poverty Measurement and Analysis
(2023-11-17)Goal 1 of the Sustainable Development Goals calls for a world free of poverty in 2030. Over the last decades, the world has made much progress in reducing poverty. However, COVID-19 has shown that these gains can be reversed ... -
Estimating and evaluating mixed and semiparametric models with statistical and deep learning methods
(2023-09-11)Semiparametric models are well-established, versatile and effective statistical models for analysing complex data by combining both parametric and non-parametric components and are used in a wide range of applications and ... -
Semi-Parametric Distributional Regression in Forestry and Ecology
(2023-08-10)Recent advances in machine learning software, such as automatic differentiation and just-in-time (JIT) compilation, have significantly changed machine learning research. They have accelerated model development and contributed ... -
Extending the Boosting Framework based on Bayesian Methodology
(2023-03-31)The boosting technique emerged from machine learning has become a widely used method to estimate statistical models. As one of the most successful variants, componentwise gradient boosting has been favored by more and more ... -
Essays on structured additive regression models with applications in development economics
(2023-03-17)Structured additive regression models are a particular class of models that provide a flexible framework to deal with a wide class of effects, including linear, nonlinear, random, spatial, and interaction effects, which ... -
The visualization, unbiased estimation and interpretation of distributional regression models
(2022-06-20)Distributional regression represents a modern approach to regression modeling that yields the ability to simultaneously connect multiple parameters beyond the mean of any parametric response distribution to structured ... -
It's Time: Poverty, Inequality and Sustainability beyond the Mean
(2022-03-08)Differences in time allocation enlighten patterns of gendered poverty. This thesis disentangles the interlinked nature of deprivations in leisure time and income as well as income inequality and carbon emissions. Regressions ... -
Behavioral Interventions and Students' Success at University - Evidence from Randomized Field Experiments
(2022-01-20)Research over the past decades has documented the various individual and social returns to tertiary education. In many countries, however, the realization of those returns is jeopardized by high dropout rates and delayed ... -
Digitalisierung im Personenverkehr
(2020-06-05)The effects of demographic change and lack of acceptance pose some of the main problems for public transport infrastructure in rural areas in developed countries. In developing countries, however, there is a need to ... -
Causality, Prediction, and Replicability in Applied Statistics: Advanced Models and Practices
(2019-07-11)Statistical tools to analyze research data are widely applied in many scientific disciplines and the need for adequate statistical models and sound statistical analyses is apparent. This thesis addresses limitations in ... -
Economic effects of occupational regulation
(2018-12-18)This thesis is motivated by the wish to balance the public debate on regulation. It aims to teach public and policy-makers about the seen und unseen effects as well as regulatory options of a particular form of regulation ... -
Poverty, social mobility, and the middle class: The case of South Africa
(2018-10-24)The wave of upbeat stories on the developing world's emerging middle class has reinvigorated a debate on how social class in general and the middle class in particular ought to be defined and empirically measured. With the ... -
The Role of Labor in Sustainable Development
(2017-12-14)In 2015, the international community adopted the 2030 Agenda for Sustainable Development to pave the way for a global transformation towards sustainable development – a development path which combines the goals of economic ... -
Dependence in macroeconomic variables: Assessing instantaneous and persistent relations between and within time series
(2017-10-10)The present thesis comprises two rather independent chapters. In general, the diagnosis and quantification of dependence is a major aim of econometric studies. Along these lines, the concept of dependence serves as an ... -
Effect Separation in Regression Models with Multiple Scales
(2017-06-12)Confounding problems in regression analysis arise when one or more third variables are simultaneously associated with both the covariates and the response variables under consideration. Even when these confounders are ... -
Essays on effects of policy interventions in the realm of food standards, trade, and the German labour market
(2017-03-31)The first three essays (Chapters 3, 4, and 5) analyse under which conditions positive or negative effects of standards on trade overweight. We look at the following different determinants: market structure, product ... -
Telling stories or solving problems? The 20-20-20 package and the efficiency of EU Climate Change Policies
(2016-06-20)The main instrument for the EU climate change protection plans relies on the 20-20-20 by 2020 targets. This roadmap, adopted in 2008, is the result of years of continuing work for a joint programme for Europe-wide application ... -
Essays in Development Economics: Democracy and Education
(2016-05-04)Essay 1: We reexamine the effect of economic development on the level of democracy based on the data sets of Acemoglu et al. (2008) with a novel regression specification utilizing a zero-one-inflated beta distribution for ... -
Essays on Poverty Measurement and Trade
(2016-03-10)The thesis consists of four essays in the broad spectrum of development economics. While the first three essays are in the sphere of poverty measurement, the fourth essay is on the topic of trade and development. In recent ... -
Essays in Empirical Development and Education Economics
(2015-09-17)This dissertation includes three empirical essays on development economics and one on the economics of education. The first essay (co-authored by Stephan Klasen) is a contribution to the debate surrounding the Millennium ...