Hierarchical models for 2D presence/absence data having ambiguous zeroes: With a biogeographical case study on dingo behaviour

This dissertation is primarily an applied statistical modelling investigation, motivated by a case study comprising real data and real questions. Theoretical questions on modelling and computation of normalization constants arose from pursuit of these data analytic questions. The essence of the thesis can be described as follows. Consider binary data observed on a two-dimensional lattice. A common problem with such data is the ambiguity of zeroes recorded. These may represent zero response given some threshold (presence) or that the threshold has not been triggered (absence). Suppose that the researcher wishes to estimate the effects of covariates on the binary responses, whilst taking into account underlying spatial variation, which is itself of some interest. This situation arises in many contexts and the dingo, cypress and toad case studies described in the motivation chapter are examples of this. Two main approaches to modelling and inference are investigated in this thesis. The first is frequentist and based on generalized linear models, with spatial variation modelled by using a block structure or by smoothing the residuals spatially. The EM algorithm can be used to obtain point estimates, coupled with bootstrapping or asymptotic MLE estimates for standard errors. The second approach is Bayesian and based on a three- or four-tier hierarchical model, comprising a logistic regression with covariates for the data layer, a binary Markov Random field (MRF) for the underlying spatial process, and suitable priors for parameters in these main models. The three-parameter autologistic model is a particular MRF of interest. Markov chain Monte Carlo (MCMC) methods comprising hybrid Metropolis/Gibbs samplers is suitable for computation in this situation. Model performance can be gauged by MCMC diagnostics. Model choice can be assessed by incorporating another tier in the modelling hierarchy. This requires evaluation of a normalization constant, a notoriously difficult problem. Difficulty with estimating the normalization constant for the MRF can be overcome by using a path integral approach, although this is a highly computationally intensive method. Different methods of estimating ratios of normalization constants (N Cs) are investigated, including importance sampling Monte Carlo (ISMC), dependent Monte Carlo based on MCMC simulations (MCMC), and reverse logistic regression (RLR). I develop an idea present though not fully developed in the literature, and propose the Integrated mean canonical statistic (IMCS) method for estimating log NC ratios for binary MRFs. The IMCS method falls within the framework of the newly identified path sampling methods of Gelman & Meng (1998) and outperforms ISMC, MCMC and RLR. It also does not rely on simplifying assumptions, such as ignoring spatio-temporal dependence in the process. A thorough investigation is made of the application of IMCS to the three-parameter Autologistic model. This work introduces background computations required for the full implementation of the four-tier model in Chapter 7. Two different extensions of the three-tier model to a four-tier version are investigated. The first extension incorporates temporal dependence in the underlying spatio-temporal process. The second extensions allows the successes and failures in the data layer to depend on time. The MCMC computational method is extended to incorporate the extra layer. A major contribution of the thesis is the development of a fully Bayesian approach to inference for these hierarchical models for the first time. Note: The author of this thesis has agreed to make it open access but invites people downloading the thesis to send her an email via the 'Contact Author' function.

Fiat lux: análise do sujeito na sermonística vieiriana

Este trabalho, em sua forma de tese de doutorado, pretende investigar as formulações discursivas do orador nos sermões do padre Antônio Vieira, partindo da problematização do conceito de sujeito vigente no século XVII. Entendendo que a noção de sujeito não é transistórica, e, sim, uma noção que veio sendo construída ao longo da história da humanidade, investigamos elementos formadores do que se entende hoje por eu. Nesse percurso analisamos, especialmente, os conceitos de cuidado de si e de livre-arbítrio. Não poderíamos deixar de estudar, ainda, as particularidades dos procedimentos das produções letradas do século XVII, fatores essenciais para a compreensão do lugar do eu que fala na elaboração dos sermões religiosos seiscentistas. Nesse sentido, a função que a imagem ocupava nos seiscentos vem a ser de suma importância para a compreensão do pensamento do período e, consequentemente, para o entendimento da figura do eu. Enveredamo-nos também pela teoria de Michel Foucault, investigando a função-autor exercida por Vieira em sua sermonística

A santa absolvição do crime: violência, revolta e religiosidade nas dramaturgias de Jean Genet e Plínio Marcos

A presente tese de doutorado analisa, em perspectiva comparada, as convergências e divergências entre as dramaturgias do francês Jean Genet e do brasileiro Plínio Marcos, sob o prisma de três tópicos inegavelmente presentes, nelas: a violência, a revolta e a religiosidade. As questões de margem, borda, periferia, ex-centricidade, dissenso etc são abordadas neste trabalho para situar a ideia de outro como o referencial ontológico que sustenta a obra teatral de ambos. As respectivas biografias dos autores em questão, direta ou indiretamente, tem relação com a aura de marginalidade artística atribuída (e até assumida por eles próprios) a sua produção em geral (seus romances, poemas, ensaios e contos). Pode-se dizer que muito da persona que ambos assumiram correspondia às expectativas que os círculos intelectuais engajados tinham em adotar uma figura que viesse a encarnar o papel de autêntico porta-voz do segmento marginalizado da sociedade na qual cada um deles se criou. Ambos gozam de certo status de vanguardistas no caso do metateatro de Genet, na sua atribuída vinculação ao Teatro do Absurdo, e, no caso do hipernaturalismo dramático de Plínio, na sua atribuída (e mesmo confessa) descendência da linhagem criativa de caracteres e motivos do teatro de Nelson Rodrigues. Outro aspecto comum à dramaturgia de Genet e Plínio que abordamos é a problematização de dois espaços alegóricos definidores por excelência do ethos dos tipos humanos que o habitam: a prisão e o prostíbulo. Para tanto, ganham destaque, aqui, Alta vigilância e O Balcão, de Genet, e Barrela e O abajur lilás, de Plínio. Nelas também se verifica a figuração de motivos de inspiração religiosa que, no autor francês, concorrem para uma espécie de sacralização ritual do crime (o que ecoa o ideário de Antonin Artaud) e, no brasileiro, funcionam como um exercício catártico de compaixão à sombra de uma cristandade de feição primitiva que se insinua no tratamento que dá à degradação dos párias sociais que compõem seu universo dramático. Por fim, analisamos comparativamente três peças brasileiras (Pedro Mico, de Antonio Callado; Gimba, o presidente dos valentes, de Gianfrancesco Guarnieri; e Oração para um pé de chinelo, de Plínio Marcos) tomando como ponto de partida uma situação dramática comum a elas para traçar, assim, as afinidades e distinções de cada qual quanto à abordagem da criminalidade. E, assim, também, poder apontar o tipo de projeto de teatro a que cada uma se vincula, trazendo à tona questões caras ao momento histórico-cultural no qual foram compostas, como a figuração do negro e do favelado na sociedade brasileira

La blogosphère et la fonction filtre : le cas de la campagne électorale de 2008 à São Paulo

Dans ce travail, j’étudie les relations entre la blogosphère politique dans la ville de São Paulo, au Brésil, et l’ensemble de l’écologie médiatique dans laquelle celle-ci est insérée. En établissant un dialogue avec les théories qui posent la dissémination des blogues comme le moment de répartition des moyens de production et de démocratisation de parole, je propose que la blogosphère doit plutôt être envisagée comme une instance de filtrage des produits des médias de masse. J’emprunte le concept de « dispositif » à Michel Foucault et à Giorgio Agamben, pour définir les médias du monde contemporain selon les termes d’un dispositif médiatique. J’emprunte aussi les concepts de « two-step flow of communications » et de « leader d’opinion » à Paul F. Lazarsfeld et Elihu Katz pour localiser la blogosphère dans l’ensemble de notre espace médiatique. Je défends également l’idée que les blogueurs exercent aujourd’hui une fonction semblable à celle des leaders d’opinion que décrivent Katz et Lazarsfeld – ce que je nomme la fonction-filtre de la blogosphère - et que ces blogueurs se situent dans la couche intermédiaire du flux d’informations dans les démocraties occidentales, c'est-à-dire celle qui se trouve entre les médias de masse et les récepteurs. Pour conduire ma recherche, j’ai réalisé une ethnographie virtuelle auprès des blogueurs de la ville de São Paulo, au Brésil, pendant la période de la campagne électorale de 2008 à la mairie. Ensuite, j’ai soumis l’ensemble de leur production discursive à une analyse sociolinguistique. Et je conclus que plutôt qu’étant le fruit d’une révolution, l’écologie médiatique contemporaine reprend - en les diversifiant et en les étendant - des processus que l’on ne pensait propres qu’aux dynamiques des médias de masse.

A função autor nos materias impressos do PEC - formação universitária e o desafio de escrever para professores

Pós-graduação em Educação - IBRC

A função autor e a crônica esportiva no Brasil: representações da Copa do Mundo em alguns jornais paulistas e cariocas

From the 1990s, Brazilian newspapers began to refer to the convening of different personalities to comment on the World Cup soccer in their sports pages. This article seeks to examine this phenomenon under the notion that the French philosopher Michel Foucault called the “author function” - one that establishes the existence, circulation and functioning of certain discourses within a specific audience.

Author response: can vascular function be assessed by the interpretation of retinal vascular diameter changes?

A protocol with repeated stimulation cycles should be analyzed stepwise, in that each stimulation is evaluated, and a reaction pattern is identified. No two subjects will react identically, in that dilation and recovery times can vary; however, this is not reason enough to abandon a multiple stimulation cycle with fixed recovery and stimulation times. Furthermore, it enables us to examine and determine the range in which a normal subject will be placed and can then be compared to different pathophysiological states (i.e., smokers and different diseases). The purpose of our paper was to highlight the importance of evaluating these different cycles and the danger of false interpretation when averaging results. There are many different ways of evaluating dilatory responses and elasticity, but each of them must be carefully evaluated and should not be overaveraged, which can result in a loss of sensitivity and specificity.

The function of property in creating an effective legal regime for trade in environmental offsets

Market-based environmental regulation is becoming increasingly common within international and national frameworks. Environmental offset and trading regimes are part of the market-based instrument revolution. This paper proposes that environmental market mechanisms could be used to introduce an ethic of land holder responsibility. In order for market based regimes to attract sufficient levels of stakeholder engagement, participants within such scheme require an incentive to participate and furthermore need to feel a sense of security about investing in such processes. A sense of security is often associated with property based interests. This paper explores the property related issues connected with environmental offset and trading scheme initiatives. Relevant property-related considerations include land tenure considerations, public versus private management of land choices, characteristics and powers associated with property interests, theories defining property and the recognition of legal proprietal interests. The Biodiversity Banking Scheme in New South Wales is then examined as a case study followed by a critique on the role of environmental markets.

The α5 subunit regulates the expression and function of α4*-containing neuronal nicotinic acetylcholine receptors in the ventral-tegmental area

Human genetic association studies have shown gene variants in the α5 subunit of the neuronal nicotinic receptor (nAChR) influence both ethanol and nicotine dependence. The α5 subunit is an accessory subunit that facilitates α4* nAChRs assembly in vitro. However, it is unknown whether this occurs in the brain, as there are few research tools to adequately address this question. As the α4*-containing nAChRs are highly expressed in the ventral tegmental area (VTA) we assessed the molecular, functional and pharmacological roles of α5 in α4*-containing nAChRs in the VTA. We utilized transgenic mice α5+/+(α4YFP) and α5-/-(α4YFP) that allow the direct visualization and measurement of α4-YFP expression and the effect of the presence (α5+/+) and absence of α5 (-/-) subunit, as the antibodies for detecting the α4* subunits of the nAChR are not specific. We performed voltage clamp electrophysiological experiments to study baseline nicotinic currents in VTA dopaminergic neurons. We show that in the presence of the α5 subunit, the overall expression of α4 subunit is increased significantly by 60% in the VTA. Furthermore, the α5 subunit strengthens baseline nAChR currents, suggesting the increased expression of α4* nAChRs to be likely on the cell surface. While the presence of the α5 subunit blunts the desensitization of nAChRs following nicotine exposure, it does not alter the amount of ethanol potentiation of VTA dopaminergic neurons. Our data demonstrates a major regulatory role for the α5 subunit in both the maintenance of α4*-containing nAChRs expression and in modulating nicotinic currents in VTA dopaminergic neurons. Additionally, the α5α4* nAChR in VTA dopaminergic neurons regulates the effect of nicotine but not ethanol on currents. Together, the data suggest that the α5 subunit is critical for controlling the expression and functional role of a population of α4*-containing nAChRs in the VTA.

Expression, regulation and putative nutrient-sensing function of taste GPCRs in the heart

G protein-coupled receptors (GPCRs) are critical for cardiovascular physiology. Cardiac cells express >100 nonchemosensory GPCRs, indicating that important physiological and potential therapeutic targets remain to be discovered. Moreover, there is a growing appreciation that members of the large, distinct taste and odorant GPCR families have specific functions in tissues beyond the oronasal cavity, including in the brain, gastrointestinal tract and respiratory system. To date, these chemosensory GPCRs have not been systematically studied in the heart. We performed RT-qPCR taste receptor screens in rodent and human heart tissues that revealed discrete subsets of type 2 taste receptors (TAS2/Tas2) as well as Tas1r1 and Tas1r3 (comprising the umami receptor) are expressed. These taste GPCRs are present in cultured cardiac myocytes and fibroblasts, and are enriched in myocytes, which we corroborated using in situ hybridization. Tas1r1 gene-targeted mice (Tas1r1Cre/Rosa26tdRFP) strikingly recapitulated these data. In vivo taste receptor expression levels were developmentally regulated in the postnatal period. Intriguingly, several Tas2rs were upregulated in cultured rat myocytes and in mouse heart in vivo following starvation. The discovery of taste GPCRs in the heart opens an exciting new field of cardiac research. We predict that these taste receptors may function as nutrient sensors in the heart.

Measurement of the first neutron diffraction peak of D2O flowing in a 2 mm diameter aluminium tube as a function of temperature

A pilot experiment was performed using the WOMBAT powder diffraction instrument at ANSTO in which the first neutron diffraction peak (Q0) was measured for D2O flowing in a 2 mm internal diameter aluminium tube. Measurements of Q0 were made at -9, 4.3, 6.9, 12, 18.2 and 21.5 °C. The D2O was circulated using a siphon with water in the lower reservoir returned to the upper reservoir using a small pump. This enabled stable flow to be maintained for several hours. For example, if the pump flow increased slightly, the upper reservoir level rose, increasing the siphon flow until it matched the return flow. A neutron wavelength of 2.4 Å was used and data integrated over 60 minutes for each temperature. A jet of nitrogen from a liquid N2 Dewar was directed over the aluminium tube to vary water temperature. After collection of the data, the d spacing of the aluminium peaks was used to calculate the temperature of the aluminium within the neutron beam and therefore was considered to be an accurate measure of water temperature within the beam. Sigmaplot version 12.3 was used to fit a Weibull five parameter peak fit to the first neutron diffraction peak. The values of Q0 obtained in this experiment showed an increase with temperature consistent with data in the literature [1] but were consistently higher than published values for bulk D20. For example at 21.5 °C we obtained a value of 2.008 Å-1 for Q0 compared to a literature value of 1.988 Å-1 for bulk D2O at 20 °C, a difference of 1%. Further experiments are required to see if this difference is real or artifactual.

The first x-ray diffraction peak of water as a function of temperature in the range 4 – 63 °C

X-ray diffraction structure functions for water flowing in a 1.5 mm diameter siphon in the temperature range 4 – 63 °C were obtained using a 20 keV beam at the Australian Synchrotron. These functions were compared with structure functions obtained at the Advanced Light Source for a 0.5 mm thick sample of water in the temperature range 1 – 77 °C irradiated with an 11 keV beam. The two sets of structure functions are similar, but there are subtle differences in the shape and relative position of the two functions suggesting a possible differences between the structure of bulk and siphon water. In addition, the first structural peak (Q0) for water in a siphon, showed evidence of a step-wise increase in Q0 with increasing temperature rather than a smoothly varying increase. More experiments are required to investigate this apparent difference.

An acute growth factor treatment that preserves function after spinal cord contusion injury

Inflammation of the spinal cord after traumatic spinal cord injury leads to destruction of healthy tissue. This “secondary degeneration” is more damaging than the initial physical damage and is the major contributor to permanent loss of functions. In our previous study we showed that combined delivery of two growth factors, vascular endothelial growth factor (VEGF) and platelet-derived growth factor (PDGF), significantly reduced secondary degeneration after hemi-section injury of the spinal cord in the rat. Growth factor treatment reduced the size of the lesion cavity at 30d compared to control animals and further reduced the cavity at 90d in treated animals while in control animals the lesion cavity continued to increase in size. Growth factor treatment also reduced astrogliosis and reduced macroglia/macrophage activation around the injury site. Treatment with individual growth factors alone had similar effects to control treatments. The present study investigated whether growth factor treatment would improve locomotor behaviour after spinal contusion injury, a more relevant preclinical model of spinal cord injury. The growth factors were delivered for the first 7d to the injury site via osmotic minipump. Locomotor behaviour was monitored at 1-28d after injury using the BBB score and at 30d using automated gait analysis. Treated animals had BBB scores of 18; Control animals scored 10. Treated animals had significantly reduced lesion cavities and reduced macroglia/macrophage activation around the injury site. We conclude that growth factor treatment preserved spinal cord tissues after contusion injury, thereby allowing functional recovery. This treatment has the potential to significantly reduce the severity of human spinal cord injuries.

In situ investigation of explosive crystallization in a-Ge: Experimental determination of the interface response function using dynamic transmission electron microscopy

The crystallization of amorphous semiconductors is a strongly exothermic process. Once initiated the release of latent heat can be sufficient to drive a self-sustaining crystallization front through the material in a manner that has been described as explosive. Here, we perform a quantitative in situ study of explosive crystallization in amorphous germanium using dynamic transmission electron microscopy. Direct observations of the speed of the explosive crystallization front as it evolves along a laser-imprinted temperature gradient are used to experimentally determine the complete interface response function (i.e., the temperature-dependent front propagation speed) for this process, which reaches a peak of 16 m/s. Fitting to the Frenkel-Wilson kinetic law demonstrates that the diffusivity of the material locally/immediately in advance of the explosive crystallization front is inconsistent with those of a liquid phase. This result suggests a modification to the liquid-mediated mechanism commonly used to describe this process that replaces the phase change at the leading amorphous-liquid interface with a change in bonding character (from covalent to metallic) occurring in the hot amorphous material.

Effects of the sensorimotor training volume on sensorimotor function in patients following lower limb arthroplasty

Background Sensorimotor function is degraded in patients after lower limb arthroplasty. Sensorimotor training is thought to improve sensorimotor skills, however, the optimal training stimulus with regard to volume, frequency, duration, and intensity is still unknown. The aim of this study, therefore, was to firstly quantify the progression of sensorimotor function after total hip (THA) or knee (TKA) arthroplasty and, as second step, to evaluate effects of different sensorimotor training volumes. Methods 58 in-patients during their rehabilitation after THA or TKA participated in this prospective cohort study. Sensorimotor function was assessed using a test battery including measures of stabilization capacity, static balance, proprioception, and gait, along with a self-reported pain and function. All participants were randomly assigned to one of three intervention groups performing sensorimotor training two, four, or six times per week. Outcome measures were taken at three instances, at baseline (pre), after 1.5 weeks (mid) and at the conclusion of the 3 week program (post). Results All measurements showed significant improvements over time, with the exception of proprioception and static balance during quiet bipedal stance which showed no significant main effects for time or intervention. There was no significant effect of sensorimotor training volume on any of the outcome measures. Conclusion We were able to quantify improvements in measures of dynamic, but not static, sensorimotor function during the initial three weeks of rehabilitation following TKA/THA. Although sensorimotor improvements were independent of the training volume applied in the current study, long-term effects of sensorimotor training volume need to be investigated to optimize training stimulus recommendations.