Man pages for hughesevoanth/glsmr
GAM and linear stratified observational and MR estimates of exposure on outcome
| cluster_profiles | K-means Clustering of OUtcome on Exposure profiles |
| gamfit | Generalized additive model fitting |
| gam_predict | Generalized additive model fitting |
| glsmr | GAM and linear-strata Mendelian randomization |
| id_outliers | Identify outliers using mean and SD or median and... |
| iv_estimates | linear model fitting to estimate the instrument on dependent... |
| iv_free_exposure | linear model fitting to estimate exposure values in the... |
| iv_predicted_exposure | linear model fitting to estimate the instrument predicted... |
| ivregfit | MR (ivreg) model fitting |
| lmfit | linear model fitting |
| meta_test | Fixed effect meta analysis, heterogenity, and modulator tests... |
| non_linear_test | Test if a non-linear model is a better fit to the data than a... |
| normW | Estimate shapiro-wilk's W statistic for normality |
| obs_modeling | linear and non-linear (GAM) observational modeling |
| plot_cluster_profiles | Plot the outcome exposure profiles derived from the function... |
| plot_glsmr | Plot functions for glsmr objects |
| rntransform | rank normal tranformation of a vector |
| stratify_data | stratify data |
| stratify_ivratio | estimates the causal effect estimate or beta_iv for strata |
| stratify_ivregfit | runs ivregfit() on output of stratify_data() |
| stratify_lmfit | runs lmfit() on output of stratify_data() |
| stratify_sumstats | summary statistics for the exposure within each strata |
