Bootstrap-Calibrated Goodness-of-Fit Test for Simplex Regression


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Documentation for package ‘simplexgof’ version 0.1.0

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ammonia Ammonia Oxidation Data (Brownlee, 1965)
paper_ammonia Reproduce Ammonia Application (Paper Section 7.1)
paper_fig1 Reproduce Figure 1: Null Distribution of U_n
paper_pbsc Reproduce PBSC Application (Paper Section 7.2)
pbsc Peripheral Blood Stem Cell (PBSC) Transplant Data
plot.simplexfit Diagnostic Plots for a Fitted Simplex Regression Model
plot.simplexgof Plots for a Bootstrap Goodness-of-Fit Test Result
plot_envelope Half-Normal Probability Plot with Simulated Envelope
plot_gof_boot Plot Bootstrap Distribution of the U_n Statistic
plot_influence Influence Index Plot
rsimplex Generate Random Observations from the Simplex Distribution
simplex_diag Compute Local-Influence GoF Diagnostic Quantities
simplex_fit Fit a Simplex Regression Model
simplex_gof Bootstrap-Calibrated Goodness-of-Fit Test for Simplex Regression
simplex_Un_asymptotic Asymptotic U_n Statistic (Finite-Difference Calibration)
sim_table1 Monte Carlo Size/Power Simulation for the Bootstrap U_n Test