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R2Madj, adjusted marginal coefficient of determination.
The age of the farmer returned a positive and significant marginal coefficient suggesting that a percentage increase in age increases the propensity to adopt improved varieties by 5percentt.
These estimates should be interpreted with caution due to marginal coefficient of variation (CV, 16.6 33.3%).
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Marginal coefficients are reported as they are easier to interpret in the case of non-linear models.
Hence, if the amount of land owned is large, off-farm work is less likely as can be seen from statistically significant marginal coefficients when Y = 1, Y = 2, Y = 3, Y = 4, or Y = 5.
Also, as speculated, the simple approximation (described by equation (4)) of marginal coefficients from the corresponding conditional ones (RE-approx) also results in good calibration in all cases.
3, 14 If the proportion of patients at the upper ceiling is small the marginal coefficients from the random effects GLS should suffice.
Most of the outdoor models also had very low marginal coefficients of determination (Rm), showing that much of the variation was explained by differences between individual plants and not by temperature (Table 2).
Additional P-values for the t-values in LMM models were calculated using the package lmerTest (Kuznetsova et al. 2014) and the conditional and marginal coefficients of determination (Rc and Rm) for the LMM models were calculated with the function r.squaredGLMM in the package MuMIn (Barton 2015).
Thus, we report a marginal effect coefficient of 0.03 suggesting that the probability of an educated household choosing an energy-efficient light bulb for lighting is 3% higher than an uneducated household.
Specifically, the marginal correlation coefficient between two entries k and l of the multivariate process (which can correspond to either substitution parameters or quantitative traits) is defined as follows: (3) where Σ is the covariance matrix.
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CEO of Professional Science Editing for Scientists @ prosciediting.com