Analysis of Paired miRNA-mRNA Microarray Expression Data Using a Stepwise Multiple Linear Regression ModelMicro-RNAGene expressionCo-expressionStepwise multiple linear regressionMicroRNAs are small endogenous RNAs that play important roles in gene regulation. With the accumulation of expression data, numerous...
Stepwise multiple linear regression was applied to the normalized band depths of these data. Figure 4a–c show the location of wavelengths selected by the regression plotted on a dry leaf spectrum with continua and band centers (C1730, C2100, and C2300) shown as well. Five wavelengths were ...
The final model consists of terms2–5. However,DisplacementandHorsepowerestimates havep-values greater than0.05in the final model. You can tune the stepwise algorithm to behave more conservatively by using the'PRemove'name-value pair argument. For example, setting'PRemove'to0.05(instead of the de...
Very basically, predictors that are excluded from the final model don't add anything to the predictors that are included in the final model when it comes to predicting some outcome variable. The final model is no different than any other multiple linear regression model. The predicted outcome is...
This MATLAB function creates a generalized linear regression model for the variables in the table tbl using stepwise regression to add or remove predictors, starting from a constant model.
这就是本章将要讨论的多元线性回归问题 9.1.1 回归模型与回归方程 多元回归模型 (multiple linear regression model) 一个因变量与两个及两个以上自变量的回归 描述因变量 y 如何依赖于自变量 x1 , x2 ,…, xk 和误差项 ? 的方程,称为多元回归模型 涉及 k 个自变量的多元线性回归模型可表示为 多元回归模型 ...
In step 5, there are still five variables, same as in the earlier multiple regression. But there are major differences in the output. First, the Unique Local Content Not Available on a Local Newspaper Site has dropped out of the regression model. What do we make of that? Well, regression...
1) linear stepwise regression model 线性逐步回归模型2) SGLM 逐步回归广义线性模型3) stepwise regression model 逐步回归模型 1. A stepwise regression model was used for finding the relationship between lake water quality and urban land use types,and rural residential,urban residential,commercial land...
2) multiple linear regression analysis 多元逐步线性回归分析 1. We carried outmultiple linear regression analysison the spores and its related meteorological factors during the times of 2000,3 and 2001,2 in NanChang urban area. 并将曲霉菌曝片监测计数资料与同期江西省气象台气象因素资料进行了多元逐步...
文章采用逐步多元线性回归来选择面料吸收光谱1300nm~1800nm的特征波长,就棉和涤纶的混合面料进行含量检测研究。 In this paper,we adopt stepwise multiple linear regression(SMLR) to select characteristic...