The most important features in generalized additive models might be groups of features. [PDF]
Bosschieter T +10 more
europepmc +1 more source
Interpretable generalized neural additive models for mortality prediction of COVID-19 hospitalized patients in Hamadan, Iran. [PDF]
Moslehi S +4 more
europepmc +1 more source
Comparative analysis of ARIMA and Holt-Winter's additive models for describing human respiratory syncytial virus activity in Yaoundé, Cameroon. [PDF]
Moumbeket-Yifomnjou MH +8 more
europepmc +1 more source
Shape-constrained, changepoint additive models for time series omics data with cpam. [PDF]
Yates LA +3 more
europepmc +1 more source
Blowing in the wind? Testing the effect of weather on the spatial distribution of crime using Generalized Additive Models. [PDF]
Hart R, Pedersen W, Skardhamar T.
europepmc +1 more source
Generalized Additive Models for Location Scale and Shape (GAMLSS) in R [PDF]
GAMLSS is a general framework for fitting regression type models where the distribution of the response variable does not have to belong to the exponential family and includes highly skew and kurtotic continuous and discrete distribution.
D. Mikis Stasinopoulos, Robert A. Rigby
core +1 more source
Federated generalized additive models for location, scale and shape. [PDF]
Swenne A +3 more
europepmc +1 more source
Using generalized additive models to decompose time series and waveforms, and dissect heart-lung interaction physiology. [PDF]
Enevoldsen J, Simpson GL, Vistisen ST.
europepmc +1 more source
Periodicity in Steller's eider (Polysticta stelleri) population size and density on the Arctic Coastal Plain, Alaska, revealed using generalized additive models. [PDF]
Osnas EE.
europepmc +1 more source
Invertibility Conditions for Exponential Smoothing Models [PDF]
In this article we discuss invertibility conditions for some state space models, including the models that underly simple exponential smoothing, Holt's linear method, Holt-Winters' additive method and damped trend versions of Holt's and Holt-Winters ...
Rob J. Hyndman +2 more
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