Chamsaz, M., A. H. Perai, S. Asadpour and R. H. Shahidi. 2011. Comparison of the 3-phase segmented linear regression and artificial neural network models to predict broiler hatchability. J. Appl. Poult. Res. 20: 447-453. :
TitleSegmentedrelationshipsinregressionmodels Version0.2-8.2 Date2011-07-05 AuthorVitoM.R.Muggeo MaintainerVitoM.R.Muggeo DescriptionGivena(generalized)linearmodel,seg- mented‘updates’themodelbyaddingoneormoresegmentedrelationships. Severalvariableswithmultiplebreakpointsareallowed. LicenseGPL RepositoryCRAN Date...
Segmented regression analysis of interrupted time series was used for analyzing the data. In a series of multivariable linear regression models, the change in intercept and slope in the monthly incidence rate of traffic deaths and injuries and association with alcohol per 100,000 inhabitants was ...
M. (1987) The application of the annealing algorithm to the construction of exact optimal designs for linear-regression models.Technometrics,29, 439–447. Google Scholar Johnson, D. S., Aragon, C. R., McGeoch, L. A. and Schevon, C. (1989) Optimization by simulated annealing: an ...
Furthermore, the performance of a support vector machine model has been compared with a heuristic technique, simulation model, linear regression model, neural network model, neuro-fuzzy model, autoregressive integrated moving average model, dynamic regression model, and transfer function model. It has ...
Linear and nonlinear modeling of antifungal activity of some heterocyclic ring derivatives using multiple linear regression and Bayesian-regularized neural net- works. J Mol Model. 2006;12:168–81. https://doi.org/10.1007/ s00894-005-0014-x. 41. Wu D, Huang H,...
Both random forests and linear kernel support vector machines (SVM) were tested in addition to logistic regression. The posterior probability from the random forests yielded similar performance to logistic regression, but at the cost of increased runtime. The SVM proved too slow to use for the 71...
This does not result in a broader recorded peak, however, because the sample linear speed is increased, and the sample passes through the flow cell in a similar time (Fig. 5.7). Sign in to download full-size image FIGURE 5.7. Influence of a 1:1 (v/v) confluence on the recorded peak...
SAR using computational methods links various biological activities of peptides with their structure and sequences using multivariate analysis tools such as support vector machine (SVM) (Lata, Mishra, & Raghava, 2010), multiple linear regression (MLR) (Yin, 2012), principal component analysis (PCA...
FIG. 9 shows a plot of (D/A*(R/yn))1/2 vs. Lmin for laminates of the study adhered to that test canvas substrate and bent around a mandrel having a radius of 6.4 mm. A linear regression fit is shown, as well as the equation and R2 values. Using the regression fit shown in ...