Optimization of Skewed Distributions with Birth-Death Processes

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Documentation for package ‘SkeweDF’ version 0.1.0

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calculate_label_coords Label Coordinate Calculate Helper Function
Exponential Exponential Distribution Function
Generalized_Pareto Generalized Pareto Distribution Function
Generalized_Pareto_calc_P0_delta Generalized Pareto Distribution Function P0 with defined delta
Generalized_Pareto_calc_P0_iter Generalized Pareto Distribution Function P0 with defined number of iterations
Generalized_Yule Generalized Yule Distribution Function
get_CI Get Mean Confidence Interval Function
get_median_CI Get Median Confidence Interval Function
get_p0 Psi Criterion for RGHD parameter ratios
global_fit_function Global optimization of a given function given empirical data and parameter bounds
global_fit_RGHD_ratio Global optimization of the 2m-RGHD function given empirical data, r bounds, and q/r bounds.
Kolmogorov_Waring Kolmogorov Waring
Kolmogorov_Waring_P0 Kolmogorov Waring P0
Kolmogorov_Waring_P0_calc Kolmogorov Waring P0 calculation
local_fit_function Local optimization of a given function given empirical data and parameter bounds
local_fit_RGHD_ratio Local optimization of the 2m-RGHD function given empirical data, r bounds, and q/r bounds.
Lorentzian Lorentzian Distribution Function
Lorentzian_calc Lorentzian Distribution Function calculation
parameter_post_processing Parameter Optimization Helper Function
plot_model Plot Model Helper Function
psi_criterion Psi Criterion
psi_criterion_function Psi Criterion given a function
psi_criterion_RGHD_ratio Psi Criterion for RGHD parameter ratios
RGHD 2m-RGHD Distribution Function
RGHD_P0 2m-RGHD Distribution Function P0
RGHD_P0_calc 2m-RGHD Distribution Function P0 calculation
right_tail_cdf Right-Tail Cumulative Distribution Function
skeweDF_auto SkeweDF Auto Helper Function
weighted_left_tail_cdf Weighted Left-Tail Cumulative Distribution Function
weighted_right_tail_cdf Weighted Right-Tail Cumulative Distribution Function
write_input_table Write Input Table Helper Function
write_parameter_table Write Parameter Table Helper Function
write_summary_table Write Summary Table Helper Function
Yule Yule Distribution Function