Sentence examples for requirements of regression from inspiring English sources

One of the requirements of regression model is that the error terms of the observations are normally distributed.

First, any non-normal distributions in the developmental dataset (2000 2010) were dealt with through transformations; the DPOP, G32DAYS, L18DAYS, and RRTOT parameters were transformed using log10(x + 1) to meet the requirements of regression analysis.

Note that male and diapausing egg production are related but different to the proportion of male-producing clones and the proportion of diapausing egg-producing clones, respectively, and were used to fit the requirements of a regression.

In line with the requirements of additive-regression models, adjustments were forced for recipient gender and age and transplantation period.

This is determined by a combination of requirements of the multiple regression analysis and feasibility.

The dependent variable and all continuous explanatory variables explored in this model were transformed into natural logarithms, as this specification resulted in a residual plot that best approximated a normal distribution – a requirement of OLS regressions.

We intend to use penalized logistic regression, and Tibshirani's lasso (least absolute shrinkage and selection operator) [ 34] in particular to combine the requirements of counteracting overoptimism (shrinkage of regression coefficients) while leaving the opportunity that some coefficients are set to zero, which serves the requirement of a parsimonious model.

In order to fulfill the regression requirements of normality and homoscedasticity, each experiment was analyzed separately.