13 articles for “Multivariate Regression Models”

Research ArticleOpen accessIn the abstractExistence and Uniqueness Conditions for the Maximum Likelihood Solution In Regression Models For Correlated Bernoulli Random VariablesDavid Todem, KyungMann KimWe give sufficient and necessary conditions for the existence of the maximum likelihood estimate in a class of multivariate regression models for correlated Bernoulli random variables. The models use the concept of threshold crossing technique of an underlying multivariate latent variable with univariate components formulated as a linear regression model. However, in place of their Gaussian assumptions, any specified distribution … …Journal of Mathematics and Statistics, Vol. 3, Issue 3 · 30 Sep 2007 · 6,844 accessesView PDF Cite

Research ArticleOpen accessAll words, across the recordForecasting of Multistep Multivariate Financial Data Through GSO Algorithm Infused Vanilla LSTM ModelNikhitha Pai, Ilango Velchamy, Nithya B RameshPredicting time series in the financial domain requires using models that can do sequence processing tasks. One such model is the LSTM model which belongs to the family of deep learning networks. The performance measure of LSTM in a regression task is to bring down the error in the predicted values. In this study, a novel fused LSTM model integrating … …Journal of Computer Science, Vol. 19, Issue 7 · 10 Jul 2023 · 6,077 accessesView PDF Cite

Research ArticleOpen accessAll words, across the recordMacroeconomic Impact of Trade on Namibian Growth: An Empirical IllustrationCyril A. OgbokorThe study analyses the role of trade on the economy of Namibia by considering a different specification of the traditional export-growth model. Foreign direct investment is included to capture the potential effect of this variable on growth. Utilising a combination of bivariate and multivariate models, the researcher estimated the relationship between the selected macroeconomic variables used for the study. Macroeconomic … …Journal of Social Sciences, Vol. 1, Issue 1 · 31 Mar 2005 · 6,869 accessesView PDF Cite