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The dissertation deals with methods to improve design-based and model-assisted estimation techniques for surveys in a finite population framework. The focus is on the development of the statistical methodology as well as their implementation by means of tailor-made numerical optimization strategies. In that regard, the developed methods aim at computing statistics for several potentially conflicting variables of interest at aggregated and disaggregated levels of the population on the basis of one single survey. The work can be divided into two main research questions, which are briefly explained in the following sections.
First, an optimal multivariate allocation method is developed taking into account several stratification levels. This approach results in a multi-objective optimization problem due to the simultaneous consideration of several variables of interest. In preparation for the numerical solution, several scalarization and standardization techniques are presented, which represent the different preferences of potential users. In addition, it is shown that by solving the problem scalarized with a weighted sum for all combinations of weights, the entire Pareto frontier of the original problem can be generated. By exploiting the special structure of the problem, the scalarized problems can be efficiently solved by a semismooth Newton method. In order to apply this numerical method to other scalarization techniques as well, an alternative approach is suggested, which traces the problem back to the weighted sum case. To address regional estimation quality requirements at multiple stratification levels, the potential use of upper bounds for regional variances is integrated into the method. In addition to restrictions on regional estimates, the method enables the consideration of box-constraints for the stratum-specific sample sizes, allowing minimum and maximum stratum-specific sampling fractions to be defined.
In addition to the allocation method, a generalized calibration method is developed, which is supposed to achieve coherent and efficient estimates at different stratification levels. The developed calibration method takes into account a very large number of benchmarks at different stratification levels, which may be obtained from different sources such as registers, paradata or other surveys using different estimation techniques. In order to incorporate the heterogeneous quality and the multitude of benchmarks, a relaxation of selected benchmarks is proposed. In that regard, predefined tolerances are assigned to problematic benchmarks at low aggregation levels in order to avoid an exact fulfillment. In addition, the generalized calibration method allows the use of box-constraints for the correction weights in order to avoid an extremely high variation of the weights. Furthermore, a variance estimation by means of a rescaling bootstrap is presented.
Both developed methods are analyzed and compared with existing methods in extensive simulation studies on the basis of a realistic synthetic data set of all households in Germany. Due to the similar requirements and objectives, both methods can be successively applied to a single survey in order to combine their efficiency advantages. In addition, both methods can be solved in a time-efficient manner using very comparable optimization approaches. These are based on transformations of the optimality conditions. The dimension of the resulting system of equations is ultimately independent of the dimension of the original problem, which enables the application even for very large problem instances.
Gegenstand der Dissertation ist die Geschichte und Manifestation des Nationaltheaters in Japan, der Transfer einer europäischen Kulturinstitution nach und deren Umsetzungsprozess in Japan, welcher mit der Modernisierung Japans ab Mitte des 19. Jahrhunderts begann und erst hundert Jahre später mit der Eröffnung des ersten Nationaltheaters 1966 endete. Dazu werden theaterhistorische Entwicklungen, Veränderungen in der Theaterproduktion und -architektur in Bezug auf die Genese eines japanischen Nationaltheaters beleuchtet. Das Ergebnis zeigt, dass sich die Institution Nationaltheater in seiner japanischen kulturellen Translation bzw. Manifestation wesentlich von den vom Land selbst als Model anvisierten Pendants in Europa in Inhalt, Organisations- und Produktionsstruktur unterscheidet. Kulturell übersetzt wurde allein die Hülle der europäischen Institution. Das erste Nationaltheater in Japan manifestiert sich als eine von der Regierung im Rahmen des Denkmalschutzgesetztes initiierte und bestimmte, spezifisch japanische Variante eines Nationaltheaters, die unter dem Management von staatlichen Angestellten und Beamten den Erhalt traditioneller Künste in dafür ausgerichteten Bühnen zur Aufgabe hat. Nationaltheaterensemble gibt es nicht, die Produktionen werden mit Schauspielern kommerzieller Theaterunternehmen realisiert. Der lange Prozess dieser Genese liegt in der nicht vorhandenen Theaterförderung seitens der Regierung und der eher zurückhaltenden Haltung der Theaterwelt gegenüber einem staatlich betriebenen Theater begründet. Das Hüllen-Konzept des ersten Nationaltheaters diente, genau wie dessen Management durch Beamte, als Prototyp für die fünf weiteren bis 2004 eröffneten Nationaltheater in Japan, welche als Spartentheater der spezifisch japanischen Vielfalt an Theaterformen, auch in ihrer Bühnenarchitektur Rechnung tragen.
Optimal Control of Partial Integro-Differential Equations and Analysis of the Gaussian Kernel
(2018)
An important field of applied mathematics is the simulation of complex financial, mechanical, chemical, physical or medical processes with mathematical models. In addition to the pure modeling of the processes, the simultaneous optimization of an objective function by changing the model parameters is often the actual goal. Models in fields such as finance, biology or medicine benefit from this optimization step.
While many processes can be modeled using an ordinary differential equation (ODE), partial differential equations (PDEs) are needed to optimize heat conduction and flow characteristics, spreading of tumor cells in tissue as well as option prices. A partial integro-differential equation (PIDE) is a parital differential equation involving an integral operator, e.g., the convolution of the unknown function with a given kernel function. PIDEs occur for example in models that simulate adhesive forces between cells or option prices with jumps.
In each of the two parts of this thesis, a certain PIDE is the main object of interest. In the first part, we study a semilinear PIDE-constrained optimal control problem with the aim to derive necessary optimality conditions. In the second, we analyze a linear PIDE that includes the convolution of the unknown function with the Gaussian kernel.
External capital plays an important role in financing entrepreneurial ventures, due to limited internal capital sources. An important external capital provider for entrepreneurial ventures are venture capitalists (VCs). VCs worldwide are often confronted with thousands of proposals of entrepreneurial ventures per year and must choose among all of these companies in which to invest. Not only do VCs finance companies at their early stages, but they also finance entrepreneurial companies in their later stages, when companies have secured their first market success. That is why this dissertation focuses on the decision-making behavior of VCs when investing in later-stage ventures. This dissertation uses both qualitative as well as quantitative research methods in order to provide answer to how the decision-making behavior of VCs that invest in later-stage ventures can be described.
Based on qualitative interviews with 19 investment professionals, the first insight gained is that for different stages of venture development, different decision criteria are applied. This is attributed to different risks and goals of ventures at different stages, as well as the different types of information available. These decision criteria in the context of later-stage ventures contrast with results from studies that focus on early-stage ventures. Later-stage ventures possess meaningful information on financials (revenue growth and profitability), the established business model, and existing external investors that is not available for early-stage ventures and therefore constitute new decision criteria for this specific context.
Following this identification of the most relevant decision criteria for investors in the context of later-stage ventures, a conjoint study with 749 participants was carried out to understand the relative importance of decision criteria. The results showed that investors attribute the highest importance to 1) revenue growth, (2) value-added of products/services for customers, and (3) management team track record, demonstrating differences when compared to decision-making studies in the context of early-stage ventures.
Not only do the characteristics of a venture influence the decision to invest, additional indirect factors, such as individual characteristics or characteristics of the investment firm, can influence individual decisions. Relying on cognitive theory, this study investigated the influence of various individual characteristics on screening decisions and found that both investment experience and entrepreneurial experience have an influence on individual decision-making behavior. This study also examined whether goals, incentive structures, resources, and governance of the investment firm influence decision making in the context of later-stage ventures. This study particularly investigated two distinct types of investment firms, family offices and corporate venture capital funds (CVC), which have unique structures, goals, and incentive systems. Additional quantitative analysis showed that family offices put less focus on high-growth firms and whether reputable investors are present. They tend to focus more on the profitability of a later-stage venture in the initial screening. The analysis showed that CVCs place greater importance on product and business model characteristics than other investors. CVCs also favor later-stage ventures with lower revenue growth rates, indicating a preference for less risky investments. The results provide various insights for theory and practice.
Sample surveys are a widely used and cost effective tool to gain information about a population under consideration. Nowadays, there is an increasing demand not only for information on the population level but also on the level of subpopulations. For some of these subpopulations of interest, however, very small subsample sizes might occur such that the application of traditional estimation methods is not expedient. In order to provide reliable information also for those so called small areas, small area estimation (SAE) methods combine auxiliary information and the sample data via a statistical model.
The present thesis deals, among other aspects, with the development of highly flexible and close to reality small area models. For this purpose, the penalized spline method is adequately modified which allows to determine the model parameters via the solution of an unconstrained optimization problem. Due to this optimization framework, the incorporation of shape constraints into the modeling process is achieved in terms of additional linear inequality constraints on the optimization problem. This results in small area estimators that allow for both the utilization of the penalized spline method as a highly flexible modeling technique and the incorporation of arbitrary shape constraints on the underlying P-spline function.
In order to incorporate multiple covariates, a tensor product approach is employed to extend the penalized spline method to multiple input variables. This leads to high-dimensional optimization problems for which naive solution algorithms yield an unjustifiable complexity in terms of runtime and in terms of memory requirements. By exploiting the underlying tensor nature, the present thesis provides adequate computationally efficient solution algorithms for the considered optimization problems and the related memory efficient, i.e. matrix-free, implementations. The crucial point thereby is the (repetitive) application of a matrix-free conjugated gradient method, whose runtime is drastically reduced by a matrx-free multigrid preconditioner.
Die Vermittlung des Grauens
(2018)
Im Rahmen meiner zweiteiligen Dissertation „Die Vermittlung des Grauens“ untersuchte ich das Einsatzpotential von Multimedia-Technologien an museal aufbereiteten Originalschauplätzen des Opfergedenkens in Frankreich und Deutschland. Vordergründig stand die Klärung der Frage, ob die heute verfügbaren technischen Hilfsmittel die traditionelle Vermittlungsarbeit sinnvoll ergänzen können. Die Forts Douaumont und Vaux in Verdun und die Alte Synagoge Essen schienen mir aufgrund ihrer stark divergierenden Musealisierungen für eine dahingehende Analyse besonders geeignet. Vor Ort widmete ich mich zum einen dem Prozess der „Vergegenwärtigung der Vergangenheit am nahezu originalbelassenen Erinnerungsort durch Multimediaguides“ und begab mich ebenso auf „Spurensuche in der Alten Synagoge Essen“, da die Neukonzeptionierung der Stätte sämtliche Erinnerungen an das örtliche Geschehen im Nationalsozialismus überzeichnet hat. Diese Umstände wirken sich dementsprechend auch unterschiedlich auf die Authentizität des jeweiligen Ortes aus, worauf das dortige Konzept reagieren und für einen angemessenen Ausgleich sorgen muss. Um die Aussagekraft demgemäß zu fördern, bieten sich heutzutage insbesondere Technologien wie Audio- und Multimediaguides an, deren Potential anhand der genannten Objekte überprüft wurde. Neben diese mittlerweile schon traditionellen Maßnahmen, traten im Laufe der Zeit weitere Präsentationsmöglichkeiten wie die Touchscreen-, Virtual oder Augmented Reality-Technologien, der QR-Code, die Nahbereichskommunikation NFC und die sogenannten Museums-Apps, die ebenso zur Sprache kamen. Dieser Umstand trägt sich nicht zuletzt dadurch, dass bei der musealen Vermittlungsarbeit das Zusammenwirken von formalen Bildungsträgern und informellen Lernorten immer mehr an Bedeutung gewinnt. Die große Herausforderung hierbei ist die altersgerechte Darbietung der Inhalte.
This study examines to what extent a banking crisis and the ensuing potential liquidity shortage affect corporate cash holdings. Specifically, how do firms adjust their liquidity management prior to and during a banking crisis when they are restricted in their financing options? These restrictions might not result from firm-specific characteristics but also incorporate the effects of certain regulatory requirements. I analyse the real effects of indicators of a potential crisis and the occurrence of a crisis event on corporate cash holdings for both unregulated and regulated firms from 31 different countries. In contrast to existing studies, I perform this analysis on the basis of a long observation period (1997 to 2014 respectively 2003 to 2014) using multiple crisis indicators (early warning signals) and multiple crisis events. For regulated firms, this study makes use of a unique sample of country-specific regulatory information, which is collected by hand for 15 countries and converted into an ordinal scale based on the severity of the regulation. Regulated firms are selected from a single industry: Real Estate Investment Trusts. These firms invest in real estate properties and let these properties to third parties. Real Estate Investment Trusts that comply with the aforementioned regulations are exempt from income taxation and are punished for a breach, which makes this industry particularly interesting for the analysis of capital structure decisions.
The results for regulated and unregulated firms are mostly inconclusive. I find no convincing evidence that the degree of regulation affects the level of cash holdings for regulated firms before and during a banking crisis. For unregulated firms, I find strong evidence that financially constrained firms have higher cash holdings than unconstrained firms. Further, there is no real evidence that either financially constrained firms or unconstrained firms increase their cash holdings when observing an early warning signal. In case of a banking crisis, the results differ for univariate tests and in panel regressions. In the univariate setting, I find evidence that both types of firms hold higher levels of cash during a banking crisis. In panel regressions, the effect is only evident for financially unconstrained firms from the US, and when controlling for financial stress, it is also apparent for financially constrained US firms. For firms from Europe, the results are predominantly inconclusive. For banking crises that are preceded by an early warning signal, there is only evidence for an increase in cash holdings for unconstrained US firms when controlling for financial stress.
Academic achievement is a central outcome in educational research, both in and outside higher education, has direct effects on individual’s professional and financial prospects and a high individual and public return on investment. Theories comprise cognitive as well as non-cognitive influences on achievement. Two examples frequently investigated in empirical research are knowledge (as a cognitive determinant) and stress (as a non-cognitive determinant) of achievement. However, knowledge and stress are not stable, what raises questions as to how temporal dynamics in knowledge on the one hand and stress on the other contribute to achievement. To study these contributions in the present doctoral dissertation, I used meta-analysis, latent profile transition analysis, and latent state-trait analysis. The results support the idea of knowledge acquisition as a cumulative and long-term process that forms the basis for academic achievement and conceptual change as an important mechanism for the acquisition of knowledge in higher education. Moreover, the findings suggest that students’ stress experiences in higher education are subject to stable, trait-like influences, as well as situational and/or interactional, state-like influences which are differentially related to achievement and health. The results imply that investigating the causal networks between knowledge, stress, and academic achievement is a promising strategy for better understanding academic achievement in higher education. For this purpose, future studies should use longitudinal designs, randomized controlled trials, and meta-analytical techniques. Potential practical applications include taking account of students’ prior knowledge in higher education teaching and decreasing stress among higher education students.
Die vorliegende Arbeit befasst sich mit einer komplexen Fragestellung: Wie geschieht der dynamische Umbau der sprachlichen Strukturen unter der Wirkung der innersprachlichen und außersprachlichen Parameter. Im Fokus der Forschung steht der Mechanismus des Werdens der Sprachstruktur, der hier als ein einziger Modus des Daseins der Sprache betrachtet wird. Als Material der Untersuchung dient die Operationalisierung der Bestandteile der verbalen Wortbildungsprozesse in der deutschen Sprache. Die Auswahl des verbalen Teils des Vokabulars ist dadurch bedingt, dass diese Wortart ein Zentralelement ist, das die ganze Sprachmaterie konsolidiert. Als einer der Schlüsselparameter gilt dabei der Frequenzfaktor, der bisher keinen einheitlichen Status in der Sprachtheorie bekommen hat. Die Suche nach dem Ursprung der Macht dieses Faktors führt unumgänglich über die Grenzen des Sprachsystems hinaus. Die Beobachtungen über das Verhalten des Frequenzfaktors in den Prozessen und Strukturen unterschiedlichster Natur lassen behaupten, dass wir es hier mit einem sehr komplexen Phänomen zu tun haben, das ein Bestandteil des allgemeinen kognitiven Anpassungsmechanismus des Menschen zur Umwelt ist. Als solcher ist er auch ein unveräußerlicher Aspekt der Semiose, des Sprachzeichens.
Early life adversity (ELA) poses a high risk for developing major health problems in adulthood including cardiovascular and infectious diseases and mental illness. However, the fact that ELA-associated disorders first become manifest many years after exposure raises questions about the mechanisms underlying their etiology. This thesis focuses on the impact of ELA on startle reflexivity, physiological stress reactivity and immunology in adulthood.
The first experiment investigated the impact of parental divorce on affective processing. A special block design of the affective startle modulation paradigm revealed blunted startle responsiveness during presentation of aversive stimuli in participants with experience of parental divorce. Nurture context potentiated startle in these participants suggesting that visual cues of childhood-related content activates protective behavioral responses. The findings provide evidence for the view that parental divorce leads to altered processing of affective context information in early adulthood.
A second investigation was conducted to examine the link between aging of the immune system and long-term consequences of ELA. In a cohort of healthy young adults, who were institutionalized early in life and subsequently adopted, higher levels of T cell senescence were observed compared to parent-reared controls. Furthermore, the results suggest that ELA increases the risk of cytomegalovirus infection in early childhood, thereby mediating the effect of ELA on T cell-specific immunosenescence.
The third study addresses the effect of ELA on stress reactivity. An extended version of the Cold Pressor Test combined with a cognitive challenging task revealed blunted endocrine response in adults with a history of adoption while cardiovascular stress reactivity was similar to control participants. This pattern of response separation may best be explained by selective enhancement of central feedback-sensitivity to glucocorticoids resulting from ELA, in spite of preserved cardiovascular/autonomic stress reactivity.