Bootstrap Resampling for Multilevel Models


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Documentation for package ‘bootmlm’ version 0.1.1

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bootstrap_mer Run Various Bootstrap for Mixed Models.
confint.boot Bootstrap confidence intervals for Two-Level Mixed Models
devfun_mer Deviance Function for Multilevel Models
devfun_mer2 Deviance Function for Multilevel Models
empinf_mer Empirical Influence Values for Two-Level Mixed Models
empinf_merm Empirical Influence Values for Two-Level Mixed Models
pop_syn Synthetic Pupil Popularity Dataset
prof_ci_icc Profile Likelihood Confidence Interval for Intraclass Correlation
scores_mer Score Functions and Case-wise Derivatives
solve_eigen_sqrt Get the square root of a matrix using eigenvalue decomposition, and solve for a linear system
vcov_theta Asymptotic Covariance Matrix for Cholesky Factor of Random Effects
vcov_vc Asymptotic Covariance Matrix for Random Effects