Hierarchical Probit Estimation for Dichotomized Data
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Documentation for package ‘bin2norm’ version 0.1.0
Help Pages
| bin2norm | bin2norm: A user-friendly interface to estimate normal distribution parameters from dichotomized data |
| estimate_initial_values_from_data | Get initial values from data |
| estimate_multiThresh_GLMM | GLMM (Multiple Thresholds per Study, Probit Link, Random Intercepts) |
| estimate_multiThresh_MCMC | Bayesian MCMC (Multiple Thresholds per Study) using rstan |
| estimate_multiThresh_MLE | MLE with Numeric Integration (Multiple Thresholds per Study) |
| estimate_singleThresh_MLE | MLE (Single Threshold per Study) |
| estimate_singleThresh_probit | GLM probit (Single Threshold per Study) |
| estimate_singleThresh_WOLS | Weighted OLS (Initial value in Single Threshold per Study MLE) |
| gaussHermite | Minimal Gauss-Hermite Quadrature |