Rumen Gas Production Modeling, Comparison, and Visualization


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Documentation for package ‘rumenGP’ version 0.1.1

Help Pages

as_rumen_gp Convert data to a rumen_gp object
best_model_by_treatment Identify the Best Model for Each Treatment
compare_models Compare Fitted Kinetic Models
compare_models_by_treatment Compare Models by Treatment
example_data Example ANKOM Data
exclude_heads Exclude Problematic ANKOM Heads
fit_brody Fit Brody model
fit_custom Fit Custom Nonlinear Model
fit_dual_logistic Fit dual-pool logistic model
fit_exp0 Fit exponential model without lag (EXP0)
fit_expl Fit exponential model with lag (EXPL)
fit_gompertz Fit Gompertz model
fit_groot Fit Groot model
fit_le0 Fit Logistic-Exponential model (LE0)
fit_lel Fit Logistic-Exponential model (LEL)
fit_logistic Fit Logistic model
fit_mitscherlich Fit Mitscherlich model
fit_mm Fit Michaelis-Menten model
fit_orskov Fit Orskov and McDonald model
flag_model Flag potentially problematic model fits
model_win_frequency Model Win Frequency
parse_ankom_time Parse ANKOM Timestamps
plot_all_fits Plot All Fitted Curves
plot_all_treatment_means Plot Treatment Means for All Treatments
plot_diagnostics Plot Diagnostic Summaries
plot_dual_pools Plot Dual-Pool Logistic Decomposition
plot_fit Plot Fitted Model
plot_gp Plot Raw Gas Production Curve
plot_model_comparison Compare Model Fits
plot_model_comparison_all Compare Models for All Bottles
plot_model_comparison_treatment Compare Models for a Treatment
plot_model_performance Plot Model Performance
plot_model_rankings Plot Model Rankings
plot_residuals Plot Model Residuals
plot_residual_comparison Compare Residuals Across Models
plot_treatment_mean Plot Treatment Means Across Models
pressure_to_volume Convert Pressure to Gas Volume
process_ankom Process ANKOM RF Data
rank_models Rank Models
rank_models_by_treatment Rank Models Within Each Treatment
read_ankom Import ANKOM RF Output
read_metadata Import Metadata
summary.brody_fit Summary of Brody Fits
summary.custom_fit Summary of Custom Model Fits
summary.dual_logistic_fit Summary of Dual Logistic Fits
summary.exp0_fit Summary of EXP0 Fits
summary.expl_fit Summary of EXPL Fits
summary.gompertz_fit Summary of Gompertz Fits
summary.groot_fit Summary of Groot Fits
summary.le0_fit Summary of LE0 Fits
summary.lel_fit Summary of LEL Fits
summary.logistic_fit Summary of Logistic Fits
summary.mitscherlich_fit Summary of Mitscherlich Fits
summary.mm_fit Summary of Michaelis-Menten Fits
summary.orskov_fit Summary of Orskov and McDonald Fits
validate_ankom Validate Processed Rumen Gas Production Data
validate_metadata Validate Metadata