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We then test and adjust the model using independent data sets from the eastern United States.
We calibrated and validated the model using independent data sets from a fertilizer and an intercropping experiment, respectively.
To validate the model using independent data, we downloaded ChIP-seq datasets for MED1, BRD4, and H3K27ac in four human tumor cell-types, including B-cell lymphoma (P493-6), Multiple myeloma (MM1.S), Small cell lung carcinoma (H2171) and Glioblastoma (U87), which were not used in the training of the model.
Validation of the model using independent data from older trees showed that it was able to correctly predict the effect of genetic improvement.
Some of these [ 14] operate in the time-domain by solving the alternative finite impulse response (FIR) inverse model using independent component analysis (ICA) methods [ 2].
The results of the GLM model using independent predictors are presented in Table 5, revealing a significant effect of region, humic type, altitude, depth, and alkalinity, but not lake area.
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The latent class model uses independent variables (continuous and categorical) to assign membership to a set number (k) of groups by maximum likelihood while adjusting for covariates [ 24].
PCA scores were modeled using independent predictors from in situ observations and regional reanalysis that incorporate temperature, solar radiation and relative humidity.
The nonequilibrium dissolution of PCE was modeled using independent estimates of the film mass transfer coefficient and interfacial area for entrapped and continuous (PCE pools or films) saturations.
To account for environmental stochasticity, the environment was modelled using independent and identically distributed sequences (Caswell 2001).
Since coefficient and standard error estimates did not change substantially between the models using independent, exchangeable, and unstructured covariance between the random slopes and intercepts, independent covariance was specified in the final models for simplicity.
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CEO of Professional Science Editing for Scientists @ prosciediting.com