The total cost of misclassification in credit scoring: A comparison of generalized linear models and generalized additive models
Sign Up to like & getrecommendations! Published in 2019 at "Journal of Forecasting"
DOI: 10.1002/for.2545
Abstract: This study examines whether the evaluation of a bankruptcy prediction model should take into account the total cost of misclassification. For this purpose, we introduce and apply a validity measure in credit scoring that is… read more here.
Keywords: cost misclassification; generalized linear; total cost; generalized additive ... See more keywords
Distributional regression modeling via generalized additive models for location, scale, and shape: An overview through a data set from learning analytics
Sign Up to like & getrecommendations! Published in 2022 at "Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery"
DOI: 10.1002/widm.1479
Abstract: The advent of technological developments is allowing to gather large amounts of data in several research fields. Learning analytics (LA)/educational data mining has access to big observational unstructured data captured from educational settings and relies… read more here.
Keywords: additive models; generalized additive; scale shape; location scale ... See more keywords
Some new results on generalized additive games
Sign Up to like & getrecommendations! Published in 2022 at "International Journal of Game Theory"
DOI: 10.1007/s00182-021-00786-w
Abstract: A Generalized Additive Game (GAG) (Cesari et al. in Int J Game Theory 46(4):919–939, 2017) is a Transferable Utility (TU) game ( N , v ), where each player in N is provided with an… read more here.
Keywords: oper res; eur oper; game; generalized additive ... See more keywords
Odds ratio function estimation using a generalized additive neural network
Sign Up to like & getrecommendations! Published in 2019 at "Neural Computing and Applications"
DOI: 10.1007/s00521-019-04189-7
Abstract: In biomedical research, generalized artificial neural networks (GANNs) have been proposed as an alternative to a multi-layer perceptron owing to their greater ability to generate more interpretable results. GANNs were inspired by statistical generalized additive… read more here.
Keywords: estimation using; odds ratio; generalized additive; function ... See more keywords
Spatial prediction of soil disturbance caused by forest logging using generalized additive models and GIS
Sign Up to like & getrecommendations! Published in 2019 at "European Journal of Forest Research"
DOI: 10.1007/s10342-019-01180-8
Abstract: Forest soil conditions can be affected by ground-based harvesting; the degree of impact depends upon management factors, location of stands, soil, and topographical conditions. The present study predicted the area and extent of the disturbance… read more here.
Keywords: spatial prediction; soil disturbance; using generalized; generalized additive ... See more keywords
Using generalized additive models for interpolating microclimate in dry-site ponderosa pine forests
Sign Up to like & getrecommendations! Published in 2019 at "Agricultural and Forest Meteorology"
DOI: 10.1016/j.agrformet.2019.107668
Abstract: Abstract Microclimate in the understory of forests can be an important mediating influence for ecological attributes such a vegetation composition, wildlife habitat, fuel moisture, and downed wood and forest floor decomposition processes. Several tools exist… read more here.
Keywords: microclimate; surface; ponderosa pine; additive models ... See more keywords
Influence of weather and air pollution on concentration change of PM2.5 using a generalized additive model and gradient boosting machine
Sign Up to like & getrecommendations! Published in 2021 at "Atmospheric Environment"
DOI: 10.1016/j.atmosenv.2021.118437
Abstract: Abstract Particulate matter with a diameter of ≤ 2.5 μm (PM2.5) is a critical air pollutant that adversely affects human health and the ecological environment. Using the data of daily air pollutant concentration and meteorological… read more here.
Keywords: pm2 concentration; model; air; concentration ... See more keywords
Tutorial in Biostatistics: The use of generalized additive models to evaluate alcohol consumption as an exposure variable.
Sign Up to like & getrecommendations! Published in 2020 at "Drug and alcohol dependence"
DOI: 10.1016/j.drugalcdep.2020.107944
Abstract: Alcohol consumption is a commonly studied risk factor for many poor health outcomes. Various instruments exist to measure alcohol consumption, including the AUDIT-C, Single Alcohol Screening Questionnaire (SASQ) and Timeline Followback. The information gathered by… read more here.
Keywords: tutorial biostatistics; additive models; alcohol consumption; generalized additive ... See more keywords
Space-time modeling of intensive binary time series eye-tracking data using a generalized additive logistic regression model.
Sign Up to like & getrecommendations! Published in 2022 at "Psychological methods"
DOI: 10.1037/met0000444
Abstract: Eye-tracking has emerged as a popular method for empirical studies of cognitive processes across multiple substantive research areas. Eye-tracking systems are capable of automatically generating fixation-location data over time at high temporal resolution. Often, the… read more here.
Keywords: time; eye tracking; generalized additive; model ... See more keywords
Applying generalized additive models to unravel dynamic changes in anthocyanin biosynthesis in methyl jasmonate elicited grapevine (Vitis vinifera cv. Gamay) cell cultures
Sign Up to like & getrecommendations! Published in 2017 at "Horticulture Research"
DOI: 10.1038/hortres.2017.38
Abstract: Plant cell cultures represent important model systems to understand metabolism and its modulation by regulatory factors. Even in controlled conditions, cell metabolism is highly dynamic and can be fully characterized only by time course experiments.… read more here.
Keywords: additive models; methyl jasmonate; generalized additive; cell cultures ... See more keywords
Analysis of influencing factors on soil Zn content using generalized additive model
Sign Up to like & getrecommendations! Published in 2018 at "Scientific Reports"
DOI: 10.1038/s41598-018-33745-9
Abstract: Soil zinc (Zn) plays a crucial role in plant growth, but excessive accumulation in the environment may lead to air, water and soil pollution. It is affected by various chemical, environmental and spatial factors. Therefore,… read more here.
Keywords: influencing factors; soil content; model; generalized additive ... See more keywords