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It is shown that the linear regression exists between foF2 and hmF2 under different conditions.
It is well known that the relationship between the partial correlation and regression exists.
Multinomial logistic regression exists to handle the case of dependent variables with more than two classes [ 61, 62].
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38 Several methods for performing meta-regression exist and statistical expertise will be sought for selecting the most appropriate method and software.
As a result, the least-squares residual is R 2 = ∑ i = 1 N ((x i − x c ) 2 + (y i − y c ) 2 − r ) 2. This equation is non-quadratic in the circle parameters (x c, y c, r); therefore no linear regression solution exists as written (although non-linear regression techniques can be applied).
With quantitative independent variables, the use of polynomial procedure, which detects the trend of the relationship or regression that exists between the independent and response variables, is appropriate.
Shi et al. [2008], however, extended their log-linear modeling approach to apply to case/mother duos (for which no fathers' genotypes are available), on the assumption that, in common with logistic regression, there exists a sample of control/mother duos that can be incorporated into the analysis.
Many other biomedical applications of the beta regression model exist as suggested by Ferrari [ 7].
Other alternatives than cluster analysis based on spline regression parameters exist for this kind of data such as latent class analysis.
[ 6, 14] A number of regression models exist that assess the degree of association between the study effect and a measure of its precision.
Although methods for imputing such missing values for the purpose of statistical regression analyses exist [ 49- 51], such measures would likely add to the uncertainty in our extrapolated outputs and so were considered inappropriate for the purpose of the analysis here.
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