Clustering is a technique used to partition unlabelled data into meaningful groups. This thesis will focus on the area of clustering called model-based clustering, where it is assumed that data arise from a finite number of subpopulations, each of which follows a known statistical distribution. The number of groups and shape of each group is unknown in advance, and thus one of the most challenging aspects of clustering is selecting these features. Cross-validation is a model selection technique which is often used in regression and classification, because it tends to choose models that predict well, and are not over-fit to the data. However, it has rarely been applied in a clustering framework. Herein, cross-validation is applied to select the number of groups and covariance structure within a family of Gaussian mixture models. Results are presented for both real and simulated data. / Ontario Graduate Scholarship Program

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A recent hypothesis for explaining blue-green eggs in birds suggests that they may be a sexually selected signal of female (and thus nestling) quality that males use to make parental investment decisions. Although this hypothesis has found mixed correlational support in a few species, well-controlled experimental support has been lacking in non-cavity-nesting species with vivid blue eggs. In this study, we isolate the influence of egg colour on male behaviour by replacing natural American robin Turdus migratorius clutches with four artificial eggs (all of the same colour) representing extremes in natural colour intensity. After incubation, three unrelated nestlings were fostered into each experimental nest immediately after the normal incubation period and parental behaviour was monitored when nestlings were 3, 6, and 9 days old. For the youngest nestlings, male provisioning rate significantly increased in the dark egg treatment, but the effect of egg colour disappeared at the older nestling stages. This result remains significant when controlling for variation in female behaviour. Male feeding rate at unmanipulated nests was also significantly related to natural egg colour. These results suggest that blue-green egg colour acts as post-mating signal of female quality in at least some cup-nesting species, but does not exclude the possibility that the blue-green pigment also serves other adaptive purposes. / Thesis (Master, Biology) -- Queen's University, 2009-05-28 13:21:06.941

Zr-2.5Nb is used as the pressure tube material for 2nd and 3rd generation CANDU reactors. The physical properties of pressure tubes in service, including strength, dimensional stability, and delayed hydride cracking resistance, are largely dependent upon the crystallographic texture of the hcp α-phase, whose texture is predominantly developed during the extrusion stage of manufacturing. During extrusion and subsequent cooling, the formation of α may occur by transformation of the bcc β-phase to α according to the Burgers relationship and influenced by variant selection – that is, a preference for one or more of the twelve possible orientations of the hcp lattice relative to the bcc lattice. Variant selection has been observed in other Zr alloys, including the heat-treated zone in pressure tube welds and the bulk texture of heat-treated pressure tubes. Further, it has been proposed as a possible explanation for texture characteristics in pressure tubes that are not explained by the deformation mechanics of extrusion. However, the criteria for variant selection are unclear. In this work, an understanding of the criteria for variant selection is developed through observations of the differing mechanisms at play during both directions of transformation, from α-β and β-α. Transformation via the Burgers relationship was confirmed; the existence of variant selection is also established. In thermal cycles to the β-regime, this selection manifests as the selection of a new (0002) variant, as driven by anisotropic thermal stresses generated during heating. Upon cooling, the high-temperature β texture is inherited by the α grains via the Burgers relationship; the magnitude of the texture maxima is driven by elastic transformation strains. Further thermal cycles to the β regime demonstrate texture memory, with some development of cubic symmetry due to grain growth during the hold in the β-phase. No texture changes are observed if samples are not heated fully into the beta regime. Finally, a study of the biasing effects of both residual and external stresses is discussed. While the external stress did not appear to be capable of biasing variant selection during either heating or cooling, some texture changes were observed, likely due to deformation at high temperature. / Thesis (Master, Mechanical and Materials Engineering) -- Queen's University, 2010-09-23 20:44:24.784

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The study of promotion or executive succession has been of interest to educators since the beginning of schools. Who should be a school's principal? The purpose of this study was twofold. First to investigate executive succession within large, urban Canadian schools boards, and second, to use a dramatic work---a play---to represent the major findings. Theatre is used to present society and its workings, it is a method of data representation that permits human emotion, care, conflict and tension to become palpable, to provoke an audience. The two purposes of this study merged to provide insight unto the "reality" of school principals' promotions from the perspective of practitioners. / Data on promotion was collected from thirteen seasoned school administrators through extended interviews. Respondents were encouraged to relate stories of individual promotions, as they understood them. The data was transcribed and analyzed using the constant comparison approach. This method yielded multiple levels of analysis including areas of reference, spheres of infra-influcnce (highly related concepts), and rules of inclusion (subsuming large amounts of data). / It was clear that promotion was a "political act" where several stakeholders fought for their interests. Then followed transcendence---the movement from the naturalistically collected and analyzed data to the play---the movement from science to art form. The rules of inclusion inspired the foundations of the novella, the novella led to the play; characters, scenes and actions were developed. A group of actors rehearsed and prepared a staged reading. Tim play was presented to a group of educators who were asked to respond to it at two levels---the work as a provocation device for preparing educational administrators and the work as the "reality" of promotion. / Clearly, the theatrical work stimulated the audience and indicated there is a valid place in administrator preparation programs for dramatic works. As well, the notion of promotion as "seeking the best possible candidate" was challenged as stakeholders' Interests dictated both promotion procedures and candidate succession. The title, Transitional Wars, seemed to capture the essence of the work.

The function of the complex song of the European Starling (Sturnus vulgaris) was examined. Song playback experiments showed that both male and female starlings were attracted by song, and complex song inhibited males from entering nestboxes. Wild starlings (at least two years old when first recorded) showed extensive changes in the composition of their song phrase repertoires and most also increased the size of their repertoires, which will result in a correlation between age and repertoire size in this species. Females prefer males that have more complex song, and this preference remained significant when preferences for certain nest sites were controlled. Males with larger repertoires did not spend more time incubating or make more feeding visits to nestlings than did males with smaller repertoires. The evolution of complex song in the European starling is consistent with an age-indicator model of sexual selection, in which aspects of male quality correlated with age are advertised by the complexity of male song.