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Modelo de mistura paramétrico com fragilidade na presença de covariáveis
(Universidade Federal de São Carlos, 2013-04-23) Taconeli, João Paulo; Tomazella, Vera Lucia Damasceno; https://lattes.cnpq.br/8870556978317000
Some studies involving survival data are characterized by showing a significant proportion of censored data, that is, individuals who will never experience the event of interest, even if accompanied by a long period of time. For the analysis of long-term data, we presented the standard mixture model by Berkson & Gage (1952), where we assume the Weibull distribution for the lifetime of individuals at risk and covariate. The cure rate models implicitly assume that those individuals experiencing the event of interest possess homogeneous risk. Alternatively, we consider the standard mixture model with a frailty term in order to quantify the unobservable heterogeneity among individuals. This model is characterized by the inclusion of a unobservable random variable, which represents information that can not or have not been observed. We assume frailty with a gamma distribution, obtaining theWeibull stardanrd mixture model with frailty and covariates from a point of view parametric. We realized simulation studies with the purpose of analyzing the frequentists properties of estimation procedures. Applications to real data set showed the applicability of the proposed models in which parameter estimates were determined using the maximum likelihood and bayesian approaches.
Nanopartículas de Pt-TiO2 com propriedades catalíticas e fotocatalíticas
(Universidade Federal de São Carlos, 2013-04-23) Rabelo, Adriano Cesar; Souza, Ernesto Chaves Pereira de; https://lattes.cnpq.br/1505400360366643; https://lattes.cnpq.br/2798126563880292
In the first part of this work, a binary system composed of TiO2 and Pt particles was used as photocatalyst for degradation of methyl orange under different lighting conditions: simulated sunlight and ultraviolet. In these experiments, the photodegradation over the composite Pt-TiO2 did not show an increase in their activities compared to pure TiO2. Moreover, during the experiments, a rapid loss of color was observed when Pt-TiO2 was employed before the reaction to be illuminated. The analysis of UV-Vis spectrum showed that one band at 304 nm increased and then remained constant. This caught our attention and was the object of study and the second part of the work. In the second part, catalysis experiments for methyl orange reaction were performed using Pt-TiO2 and pure Pt in the absence of light. The reaction was followed by UV-Vis spectroscopy and by high performance liquid chromatography coupled to a mass spectrometer. The reaction products were identified as their kinetics of formation. Analyzing the data, we conclude that the same reaction is occurring when pure Pt or the composite was employed. The main difference in the reaction rates is that to composite it was 266 times greater. The rate constant was standardized in different ways to exclude effects of the platinum amount and surface area. The smaller of mass and area normalized value was 12 times higher for the composite. The quantity of Pt used was varied in the composite and maximum reaction rate occurs when the Pt molar percentage was 20%. The presence of a peak at catalytic activity when the Pt mass is altered demonstrates the involvement of both materials in the process.