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Showing 1 to 3 of 3 for “"Mixed logistic"”.
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Group transformation and identification with kernel methods and big data mixed logistic regression
… <p>Finally, we construct the Hierarchical Mixed Logistic Regression Model (HMLRM) and propose to use it for exploring heterogeneity in big data. By explicitly modeling the hidden layer, we individualize the calculation of the probability that a sample belongs to a subpopulation. While …
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Genome-wide association study for non-normally distributed traits: A case study for stalk lodging in maize
… is inappropriate to use. Alternatively, the mixed logistic regression model is well-suited for a genome-wide association study of binomially distributed agronomic traits because it can include fixed and random effects that account for spurious associations. However, the computational burden …
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Investigating the association between the built environment and active travel of young adults using location based technology
… based on the environmental features using mixed logistic regression. Third, to complement the statistical models, and to reveal people’s own perspectives about the characteristics of the environment that support active travel, I examined geo-tagged photo narrative that the participants …