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reslr: quick start guide2 months ago
Step 1: install reslr | Step 2: load in the data into reslr | Step 3: plot the data | Step 4: Run your statistical model and check convergence | Step 5: Plot the results
reslr: Statistical Models for examining Relative Sea Level Change in R2 months ago
Introduction | Installation of the reslr package | Considerations before running reslr | Installating JAGS software | Working with scripts | Inputting User's data | Tide Gauge Data | Glacial Isostatic Adjustment (GIA) | Example Data Set | How to run reslr | Errors-in-Variables Simple Linear Regression ("eiv_slr_t") | Errors-in-Variable Change Point Model ("eiv_cp_t") | Errors-in-Variable Integrated Gaussian Process Model ("eiv_igp_t") | Noisy input spline in time ("ni_spline_t") | Noisy input spline in space time ("ni_spline_st") | Noisy Input Generalised Additive Model for decomposition of response signal ("ni_gam_decomp") | Appendix - suggested reading
reslr: advanced2 years ago
Introduction | Errors in Variables Integrated Gaussian Process with detrended data | Using a different input age unit | Including Tide Gauge data | Plotting techniques | Accessing the posterior samples | Smoothing settings for splines | Cross Validation tests for Spline and NI-GAM