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El marginal is an Argentine television series, starring Juan Minujín, Nicolás Furtado, Claudio Rissi [es], Martina Gusmán and Gerardo Romano. It awarded the Golden Martín Fierro award, a Tato award, a Festival Séries Mania [fr] award and also was nominated for a Platino Award for Best Miniseries or TV series.
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Crop Progress and Condition Gridded Layers are gridded geospatial datasets which are fully synthetic representations of confidential, county level data. These new data are available for U.S. corn and soybeans, and eventually cotton and wheat.
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This paper identifies and develops the class of Gaussian copula models for marginal regression analysis of non-normal dependent observations. The class provides a natural extension of traditional linear regression models with normal correlated errors. Any kind of continuous, discrete and categorical responses is allowed. Dependence is conveniently modelled in terms of multivariate normal errors. Inference is performed through a likelihood approach. While the likelihood function is available in closed-form for continuous responses, in the non-continuous setting numerical approximations are used. Residual analysis and a specification test are suggested for validating the adequacy of the assumed multivariate model. Methodology is implemented in a R package called gcmr. Illustrations include simulations and real data applications regarding time series, cross-design data, longitudinal studies, survival analysis and spatial regression.
Keywords: discrete time series , Gaussian copula , generalized estimating equations , likelihood inference , longitudinal data , marginal regression , multivariate probit , spatial data , survival data
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In the United States, in contradistinction to the peritoneal dialysis patients, residual renal function in hemodialysis patients is usually not monitored. In our hemodialysis facilities, urine output is neither routinely measured nor residual renal function estimated. The only indication that alerted the physician was marginal decrement in the pre-dialysis serum creatinine in a patient who requested reducing the treatment time due to intolerance to dialysis procedure. All except one of our patients had symptoms on dialysis such as nausea, vomiting, hypotension and leg cramps. In our institution approximately 1% to 2% of the patients recover renal function. This may be an underestimation because only those patients who had severe symptoms on dialysis and requested a reduction in dialysis time, prompted us to re-evaluate their renal functions. Most of the symptoms are presumably secondary to excessive ultrafiltration on dialysis. There probably are more patients who are not subjected to significant fluid removal during dialysis, and therefore may not exhibit symptoms on dialysis. Such patients may continue to receive dialysis for undetermined period of time that they do not need. Our second patient may be a representation of such group.