We used generalized additive models to determine factors that drive tegu movement to inform managers when traps and surveillance plots are most likely to be effective. Our top model included temporal (time of da
Fast stable restricted maximum likelihood and marginal likelihood estimation of semi parametric generalized linear models J. R. Stat. Soc.: Ser. B (Stat. Methodol., 73 (1) (2011), pp. 3-36 CrossrefView in ScopusGoogle Scholar Wood, 2017 Wood, S.N. (2017). Generalized Additive Models: ...
A novel application combining semi-parametric Generalized Additive Models (GAMs) with logistic GAMs was developed to forecast indoor temperatures and window opening states during prolonged heatwaves. GAM models were compared to AutoRegressive models with eXogenous inputs (ARX) and validated against monitore...
The above-mentioned models fall under the generalized linear models fam- ily, where the count data is assumed to follow one of the aforementioned discrete distribu- tions. However, these methodologies only apply to fit the total attendance at discrete time periods separately, and not the number ...
we built ecological niche models of each target species by using the following three approaches with the package ENMTools 1.1.1 [33] under the R platform v.4.2.3 [34]: a regression-based approach “generalized additive model, GAM” [35], an entropy-based approach “MAXENT” [36], and th...
We will use wget to download JAGS later, as well as, the development headers openssl: brew install wget brew install openssl@1.1 Dependencies On MacOS we need to install some system dependencies separately: GSL GSL, the GNU Scientific Library, is a numerical library for C/C++. It is required...
based sexual signal is the decrease in bill colour investment in male zebra finches (Taeniopygia guttata) when they are kept in an male-only environment as compared to males living with females, since bill colour is a sexual signal directed to females who use it as a trait in mate choice16...
The shortest possible migratory route for birds is not always the best route to travel. Substantial research effort has established that birds in captivity are capable of orienting toward the direction of an intended goal, but efforts to examine how free-living birds use navigational information unde...
This set of 1048 was used to train and test the RF models, as described in the next section. The applied procedure can be summarized as follows: 2.4. Relationship between number and weight of objects: Generalized additive models The visual inspection of the results (see next section) ...
We built our SDMs using six modelling techniques (Generalized Linear Models, Generalized Additive Models, Random Forests, Artificial Neural Networks, Generalized Models of Boosted Regression, and Multivariate Adaptive Regression Splines) available in the R package ‘biomod2’ (http://r-forge.r-project...