Browsing by Author "Fernández Martínez, Daniel"
Now showing items 1-20 of 55
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A goodness-of-fit test for the ordered stereotype model
Fernández Martínez, Daniel; Liu, Ivy (2016-11-10)
Article
Open AccessThis paper presents a new goodness-of-fit test for an ordered stereotype model used for an ordinal response variable. The proposed test is based on the well-known Hosmer–Lemeshow test and its version for the proportional ... -
A method for ordinal outcomes: The ordered stereotype model
Fernández Martínez, Daniel; Liu, Ivy; Costilla, Roy (2019-12)
Article
Open AccessObjective : The collection and use of ordinal variables are common in many psychological and psychiatric studies. Although the models for continuous variables have similarities to those for ordinal variables, there are ... -
Análisis estadístico de los factores de riesgo asociados a las patologías de la columna lumbar para la población empleada
Mena, Vanessa; Fernández Martínez, Daniel; Guevara, Patricia (Universidad Central del Ecuador, 2022-07-01)
Article
Open AccessObjetivo: Determinar los factores de riesgo de patologías lumbares en pacientes empleados y afiliados al sistema de salud, a partir de la exploración física, hábitos, antecedentes personales y factores de riesgo ... -
Archetypal analysis for ordinal data
Fernández Martínez, Daniel; Epifanio, Irene; McMillan, Louise (2021-11)
Article
Open AccessArchetypoid analysis (ADA) is an exploratory approach that explains a set of continuous observations as mixtures of pure (extreme) patterns. Those patterns (archetypoids) are actual observations of the sample which makes ... -
Are environmental pollution and biodiversity levels associated to the spread and mortality of COVID-19? A four-month global analysis
Fernández Martínez, Daniel; Giné Vázquez, Iago; Liu, Ivy; Yucel, Recai; Nai Ruscone, Marta; Morena, Marianthi; García Fernández, Víctor Gerardo; Haro, Josep Maria; Pan, William; Tyrovolas, Stefanos (2021-02-15)
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Open AccessOn March 12th, 2020, the WHO declared COVID-19 as a pandemic. The collective impact of environ-mental and ecosystem factors, as well as biodiversity, on the spread of COVID-19 and its mortalityevolution remain empirically ... -
Assigning scores for ordered categorical responses
Fernández Martínez, Daniel; Liu, Ivy; Costilla, Roy; Yongqi Gu, Peter (Taylor & Francis, 2019-10-09)
Article
Restricted access - publisher's policyDeciding on the best statistical method to apply when the response variable is ordinal is essential because the way the categories are ordered in the data is relevant as it could change the results of the analysis. Although ... -
Bayesian model-based clustering for longitudinal ordinal data
Costilla, Roy; Liu, Ivy; Arnold, Richard; Fernández Martínez, Daniel (2019-09)
Article
Open AccessTraditional cluster analysis methods used in ordinal data, for instance k-means and hierarchical clustering, are mostly heuristic and lack statistical inference tools to compare among competing models. To address this we ... -
Biclustering models for two-mode ordinal data
Matechou, Eleni; Liu, Ivy; Fernández Martínez, Daniel; Farias, Miguel; Gjelsvik, Bergljot (2016-09)
Article
Open AccessThe work in this paper introduces finite mixture models that can be used to simultaneously cluster the rows and columns of two-mode ordinal categorical response data, such as those resulting from Likert scale responses. ... -
Categorising count data into ordinal responses with application to ecological communities
Fernández Martínez, Daniel; Pledger, Shirley (2016-06)
Article
Open AccessCount data sets may involve overdispersion from a set of species and underdispersion from another set which would require fitting different models (e.g. a negative binomial model for the overdispersed set and a binomial ... -
Compulsive sexual behavior online and non-online in adult male patients and healthy controls: comparison in sociodemographic, clinical, and personality variables
González Bueso, Vega; Santamaría, Juan José; Caro Pérez, Oriol; Fernández Martínez, Daniel; Baño-Alcazar, Marta; Jiménez Murcia, Susana; Hakansson, Anders; del Pino Gutiérrez, Amparo; Ribas, Joan (Frontiers Media SA, 2022-05-03)
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Open AccessBackground and Aims: Compulsive sexual behavior (CSB) is characterized by a persistent pattern of failure to control sexual impulses, resulting in repetitive sexual behavior over a prolonged period that causes marked ... -
COVID-19 after two years: trajectories of different components of mental health in the Spanish population
Bayés Marín, Ivet; Cabello-Toscano, Maria; Cattaneo, Gabrielle; Solana-Sánchez, J; Fernández Martínez, Daniel; Portellano-Ortiz, C; Tormos Muñoz, José María; Pascual-Leone, A; Bartrés-Faz, David (2023-04-17)
Article
Open AccessAims: Our study aimed to (1) identify trajectories on different mental health components during a two-year follow-up of the COVID-19 pandemic and contextualise them according to pandemic periods; (2) investigate the ... -
COVID-19 patient profiles over four waves in Barcelona metropolitan area: a clustering approach
Fernández Martínez, Daniel; Pérez Álvarez, Nuria; Molist Señé, Gemma (Public Library of Science (PLOS), 2024-05-07)
Article
Open AccessObjectives: Identifying profiles of hospitalized COVID-19 patients and explore their association with different degrees of severity of COVID-19 outcomes (i.e. in-hospital mortality, ICU assistance, and invasive mechanical ... -
Covid-19: la malinterpretación de los datos de la pandemia daña la confianza del público
Saez Zafra, Marc; Figueiras Guzmán, Adolfo; Alustiza, Ainhoa; Fernández Martínez, Daniel; Cobo Valeri, Erik; Gómez Melis, Guadalupe; González Alastrué, José Antonio; Fonseca Casas, Pau; Cortés García, Claudio Ulises (2020-11-04)
Article
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Dependencia emocional en mujeres: una revisión de la literatura empírica
González Bueso, Vega; Santamaría, Juan José; Merino, Laura; Montero, Elena; Fernández Martínez, Daniel; Ribas, Joan (2018-05-06)
Article
Open AccessIntroducción: actualmente existe un debate sobre si la “Dependencia Emocional” constituye un trastorno real, el aumento de las publicaciones sobre este tema en los últimos años parece reflejar el interés por este problema. ... -
Detection of adulterations in fruit juices using machine learning methods over FT-IR spectroscopic data
Pérez Calle, José Luis; Ferreiro González, Marta; Ruiz-Rodríguez, Ana; Fernández Martínez, Daniel; Palma, Miguel (Multidisciplinary Digital Publishing Institute (MDPI), 2022-03)
Article
Open AccessFruit juices are one of the most adulterated beverages, usually because of the addition of water, sugars, or less expensive fruit juices. This study presents a method based on Fourier transform infrared spectroscopy (FT-IR), ... -
Development and validation of a model to predict ceiling of care in COVID-19 hospitalized patients
Pallarès, Natalia; Inouzhe Valdes, Hristo; Fernández Martínez, Daniel; Cortés Martínez, Jordi; Barrio, I.; Carratalà Fernández, Jordi; Tebé, Cristian (2024-07-16)
Article
Open AccessBackground Therapeutic ceiling of care is the maximum level of care deemed appropiate to offer to a patient based on their clinical profile and therefore their potential to derive benefit, within the context of the ... -
Discussion on “Assessing the goodness of fit of logistic regression models in large samples: A modification of the Hosmer-Lemeshow test” by Giovanni Nattino, Michael L. Pennell, and Stanley Lemeshow
Liu, Ivy; Fernández Martínez, Daniel (2020-06-12)
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Dynamics of HDI Index: temporal dependence based on D-vine copulas model for three-way data
Nai Ruscone, Marta; Fernández Martínez, Daniel (2021-12)
Article
Open AccessThe HDI (Human Development Index) is a widely used index based on the average of measures of health, education, and income. It assesses the progress of countries worldwide. The publicly available data set associated with ... -
Estimating the COVID-19 spread through real-time population mobility patterns: surveillance in low- and middle-income countries
Tyrovolas, Stefanos; Giné Vázquez, Iago; Fernández Martínez, Daniel (JMIR, 2021-06)
Article
Open AccessBackground: On January 21, 2020, the World Health Organization reported the first case of severe acute respiratory syndrome coronavirus 2, which rapidly evolved to the COVID-19 pandemic. Since then, the virus has also ... -
Estimation of spatial sampling effort based on presence-only data over a class of species
Fernández Martínez, Daniel; Nakamura Savoy, Miguel (2015-03-10)
Article
Restricted access - publisher's policySampling bias contained in data of biological surveys is very common. Bias is clearly a function of roads, cities, rivers, or other physical features that determines accessibility of collectors, and many data sets of species ...