An artificial neural network and support vector machine was employed using Python and MATLAB respectively, whereas, for multivariate linear regression, SPSS was used. The value of coefficient and comparison of performance data indicated that artificial neural networks gave the most promising results, ...
在analyze--General liner model---Multivariate 点选因变量和自变量即可，
In SPSS, Bivariate and Graphs in Correlate we use Analyze in Scatter to get the correlation matrix of variables and double scatter diagram. Part of it will need to examine the linear correlation within Transform Compute to construct a variable of the square, and then use the Regression Analyze...
All data were statistically analyzed using SPSS 12.0 for Windows (SPSS Institute, Chicago, Illinois, USA). Multiple logistic regression analysis was performed to adjust for other predictors of new infarcts during CEA (age, side of ICA stenosis, high-grade stenosis, symptoms, shunting). The results...
multipleregressionanalysisisaverypowerfultool.Multivariateregressionanalysistherearethreemainsteps:First,usingunivariateandbivariateanalysestoexaminethevariouspreparationsintotheregressionanalysisofthevariablesisconsistentwiththebasicassumptionofOLSlinearregressionanalysis.-selectedregressionmodel,andevaluatetheparameterestimationand...
IBM SPSS for Intermediate Statistics: Use and Interpretation, 5th Edition In 12 chapters, coverage includes basic features of statistical analysis and the general linear model, multivariate analysis of variance, multiple regression, log-linear analysis, logistic regression, factor analysis, path analysis,...
Table 5 The multilevel linear regression between independent variables and pressure Full size table Impact of the moderation analysis between emotional abuse and resilience, Body Mass Index on adolescent mental health Moderation analyses were conducted for emotional abuse, resilience, BMI, and mental heal...
multivariate Thesaurus Medical Encyclopedia Wikipedia Related to multivariate:multivariate analysis mul·ti·var·i·ate (mŭl′tē-vâr′ē-ĭt, -āt′, -văr′-, -tī-) adj. Having or involving more than one variable:multivariate statistical analysis. ...
The data was initially imported and organized using SPSS software. Finally the analysis was carried out using R of package VGAM [20]. VGAM was used to provide functions for fitting vector generalized linear and additive models. Goodness of fit test ...
SPSS Statistics version 24and earlier versions of SPSS Statistics Click Analyze > General Linear Model > Multivariate... ... Transfer the independent variable, School, into the Fixed Factor(s): box and transfer the dependent variables, English_Score and Maths_Score, into the Dependent Variables:...