Parametric Distribution Fitting and Analysis

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Documentation for package ‘FitVerse’ version 1.0-1

• DESCRIPTION file
• User guides, package vignettes and other documentation

Help Pages

A B C D E F G I L P Q R S T W

FitVerse-package

FitVerse: Parametric Distribution Fitting and Analysis

-- A --

AIC.fitverse	S3 Methods for 'fitverse' Objects
annual_max_flows	Sample Datasets Bundled with FitVerse
annual_max_flows.csv	Sample Datasets Bundled with FitVerse
as.list.fitverse	S3 Methods for 'fitverse' Objects

-- B --

BIC.fitverse	S3 Methods for 'fitverse' Objects
bootstrap_ci	Bootstrap Confidence Intervals for Distribution Parameters

-- C --

coef.fitverse	S3 Methods for 'fitverse' Objects
compare_dists	Compare Distribution Fits and Return a Ranking Table
compute_data_summary	Compute and Print a Descriptive Statistics Summary
concrete.csv	Sample Datasets Bundled with FitVerse

-- D --

dalaplace	Custom d/p/q/r Functions for Additional Distributions
dbirnbaum_saunders	Custom d/p/q/r Functions for Additional Distributions
ddagum	Custom d/p/q/r Functions for Additional Distributions
dexpexp	Custom d/p/q/r Functions for Additional Distributions
dexpweibull	Custom d/p/q/r Functions for Additional Distributions
dfitverse	Density, CDF, Quantile, and Random Sampling for a Fitted Distribution
dgamma3	Custom d/p/q/r Functions for Additional Distributions
dgb2	Custom d/p/q/r Functions for Additional Distributions
dgengamma	Custom d/p/q/r Functions for Additional Distributions
dghyp	Custom d/p/q/r Functions for Additional Distributions
dgnorm	Custom d/p/q/r Functions for Additional Distributions
dgompertz	Custom d/p/q/r Functions for Additional Distributions
dhalfnormal	Custom d/p/q/r Functions for Additional Distributions
dinvgaussian	Custom d/p/q/r Functions for Additional Distributions
djohnsonsu	Custom d/p/q/r Functions for Additional Distributions
dkap4	Custom d/p/q/r Functions for Additional Distributions
dkumaraswamy	Custom d/p/q/r Functions for Additional Distributions
dlaplace	Custom d/p/q/r Functions for Additional Distributions
dlindley	Custom d/p/q/r Functions for Additional Distributions
dlnorm3	Custom d/p/q/r Functions for Additional Distributions
dlomax	Custom d/p/q/r Functions for Additional Distributions
dnakagami	Custom d/p/q/r Functions for Additional Distributions
dnig	Custom d/p/q/r Functions for Additional Distributions
drayleigh	Custom d/p/q/r Functions for Additional Distributions
drtriangle	Custom d/p/q/r Functions for Additional Distributions
dstudent_t	Custom d/p/q/r Functions for Additional Distributions
dtruncnorm	Custom d/p/q/r Functions for Additional Distributions
dwakeby	Custom d/p/q/r Functions for Additional Distributions
dweibull3p	Three-Parameter Weibull Distribution

-- E --

ev_threshold

L-Moment Ratio Diagram and Extreme-Value Threshold Selection

-- F --

failure_times	Sample Datasets Bundled with FitVerse
failure_times.csv	Sample Datasets Bundled with FitVerse
failure_times_grouped.csv	Sample Datasets Bundled with FitVerse
FitVerse	FitVerse: Parametric Distribution Fitting and Analysis
fitverse	Fit Probability Distributions to Univariate Continuous Data
FitVerseApp	Launch the FitVerse Interactive Shiny Application
fitverse_batch	Fit Distributions to All Columns of a Data Frame
fitverse_censored	Fit Parametric Distributions to Censored or Truncated Data
FitVerse_datasets	Sample Datasets Bundled with FitVerse
fitverse_distributions	List All Distributions Supported by FitVerse
fitverse_grouped	Fit Distributions to Grouped or Interval-Censored Data

-- G --

generate_report	Generate an HTML or PDF Report for a Fitted Distribution
get_dist_entry	Retrieve a Distribution Registry Entry

-- I --

insurance_claims	Sample Datasets Bundled with FitVerse
insurance_claims.csv	Sample Datasets Bundled with FitVerse
insurance_losses_grouped.csv	Sample Datasets Bundled with FitVerse

-- L --

lmrd	L-Moment Ratio Diagram and Extreme-Value Threshold Selection
logLik.fitverse	S3 Methods for 'fitverse' Objects

-- P --

palaplace	Custom d/p/q/r Functions for Additional Distributions
pbirnbaum_saunders	Custom d/p/q/r Functions for Additional Distributions
pdagum	Custom d/p/q/r Functions for Additional Distributions
pexpexp	Custom d/p/q/r Functions for Additional Distributions
pexpweibull	Custom d/p/q/r Functions for Additional Distributions
pfitverse	Density, CDF, Quantile, and Random Sampling for a Fitted Distribution
pgamma3	Custom d/p/q/r Functions for Additional Distributions
pgb2	Custom d/p/q/r Functions for Additional Distributions
pgengamma	Custom d/p/q/r Functions for Additional Distributions
pghyp	Custom d/p/q/r Functions for Additional Distributions
pgnorm	Custom d/p/q/r Functions for Additional Distributions
pgompertz	Custom d/p/q/r Functions for Additional Distributions
phalfnormal	Custom d/p/q/r Functions for Additional Distributions
pinvgaussian	Custom d/p/q/r Functions for Additional Distributions
pjohnsonsu	Custom d/p/q/r Functions for Additional Distributions
pkap4	Custom d/p/q/r Functions for Additional Distributions
pkumaraswamy	Custom d/p/q/r Functions for Additional Distributions
plaplace	Custom d/p/q/r Functions for Additional Distributions
plindley	Custom d/p/q/r Functions for Additional Distributions
plnorm3	Custom d/p/q/r Functions for Additional Distributions
plomax	Custom d/p/q/r Functions for Additional Distributions
plot.fitverse	Diagnostic Plot for a 'fitverse' Object
plot.fitverse_censored	Fit Parametric Distributions to Censored or Truncated Data
pnakagami	Custom d/p/q/r Functions for Additional Distributions
pnig	Custom d/p/q/r Functions for Additional Distributions
prayleigh	Custom d/p/q/r Functions for Additional Distributions
print.fitverse	S3 Methods for 'fitverse' Objects
print.fitverse_batch	Fit Distributions to All Columns of a Data Frame
print.fitverse_bootstrap	Bootstrap Confidence Intervals for Distribution Parameters
print.fitverse_censored	Fit Parametric Distributions to Censored or Truncated Data
print_data_summary	Compute and Print a Descriptive Statistics Summary
prtriangle	Custom d/p/q/r Functions for Additional Distributions
pstudent_t	Custom d/p/q/r Functions for Additional Distributions
ptruncnorm	Custom d/p/q/r Functions for Additional Distributions
pwakeby	Custom d/p/q/r Functions for Additional Distributions
pweibull3p	Three-Parameter Weibull Distribution

-- Q --

qalaplace	Custom d/p/q/r Functions for Additional Distributions
qbirnbaum_saunders	Custom d/p/q/r Functions for Additional Distributions
qdagum	Custom d/p/q/r Functions for Additional Distributions
qexpexp	Custom d/p/q/r Functions for Additional Distributions
qexpweibull	Custom d/p/q/r Functions for Additional Distributions
qfitverse	Density, CDF, Quantile, and Random Sampling for a Fitted Distribution
qgamma3	Custom d/p/q/r Functions for Additional Distributions
qgb2	Custom d/p/q/r Functions for Additional Distributions
qgengamma	Custom d/p/q/r Functions for Additional Distributions
qghyp	Custom d/p/q/r Functions for Additional Distributions
qgnorm	Custom d/p/q/r Functions for Additional Distributions
qgompertz	Custom d/p/q/r Functions for Additional Distributions
qhalfnormal	Custom d/p/q/r Functions for Additional Distributions
qinvgaussian	Custom d/p/q/r Functions for Additional Distributions
qjohnsonsu	Custom d/p/q/r Functions for Additional Distributions
qkap4	Custom d/p/q/r Functions for Additional Distributions
qkumaraswamy	Custom d/p/q/r Functions for Additional Distributions
qlaplace	Custom d/p/q/r Functions for Additional Distributions
qlindley	Custom d/p/q/r Functions for Additional Distributions
qlnorm3	Custom d/p/q/r Functions for Additional Distributions
qlomax	Custom d/p/q/r Functions for Additional Distributions
qnakagami	Custom d/p/q/r Functions for Additional Distributions
qnig	Custom d/p/q/r Functions for Additional Distributions
qrayleigh	Custom d/p/q/r Functions for Additional Distributions
qrtriangle	Custom d/p/q/r Functions for Additional Distributions
qstudent_t	Custom d/p/q/r Functions for Additional Distributions
qtruncnorm	Custom d/p/q/r Functions for Additional Distributions
qwakeby	Custom d/p/q/r Functions for Additional Distributions
qweibull3p	Three-Parameter Weibull Distribution

-- R --

rainfall_grouped.csv	Sample Datasets Bundled with FitVerse
ralaplace	Custom d/p/q/r Functions for Additional Distributions
rbirnbaum_saunders	Custom d/p/q/r Functions for Additional Distributions
rdagum	Custom d/p/q/r Functions for Additional Distributions
read_grouped_csv	Fit Distributions to Grouped or Interval-Censored Data
return_level	Compute T-Year Return Levels from a Fitted Distribution
rexpexp	Custom d/p/q/r Functions for Additional Distributions
rexpweibull	Custom d/p/q/r Functions for Additional Distributions
rfitverse	Density, CDF, Quantile, and Random Sampling for a Fitted Distribution
rgamma3	Custom d/p/q/r Functions for Additional Distributions
rgb2	Custom d/p/q/r Functions for Additional Distributions
rgengamma	Custom d/p/q/r Functions for Additional Distributions
rghyp	Custom d/p/q/r Functions for Additional Distributions
rgnorm	Custom d/p/q/r Functions for Additional Distributions
rgompertz	Custom d/p/q/r Functions for Additional Distributions
rhalfnormal	Custom d/p/q/r Functions for Additional Distributions
rinvgaussian	Custom d/p/q/r Functions for Additional Distributions
rjohnsonsu	Custom d/p/q/r Functions for Additional Distributions
rkap4	Custom d/p/q/r Functions for Additional Distributions
rkumaraswamy	Custom d/p/q/r Functions for Additional Distributions
rlaplace	Custom d/p/q/r Functions for Additional Distributions
rlindley	Custom d/p/q/r Functions for Additional Distributions
rlnorm3	Custom d/p/q/r Functions for Additional Distributions
rlomax	Custom d/p/q/r Functions for Additional Distributions
rnakagami	Custom d/p/q/r Functions for Additional Distributions
rnig	Custom d/p/q/r Functions for Additional Distributions
rrayleigh	Custom d/p/q/r Functions for Additional Distributions
rrtriangle	Custom d/p/q/r Functions for Additional Distributions
rstudent_t	Custom d/p/q/r Functions for Additional Distributions
rtruncnorm	Custom d/p/q/r Functions for Additional Distributions
rwakeby	Custom d/p/q/r Functions for Additional Distributions
rweibull3p	Three-Parameter Weibull Distribution

-- S --

save_plot	Save a FitVerse Diagnostic Plot to File
summary.fitverse	S3 Methods for 'fitverse' Objects
summary.fitverse_batch	Fit Distributions to All Columns of a Data Frame

-- T --

to_json	Serialise a 'fitverse' Object to JSON
to_json.fitverse	Serialise a 'fitverse' Object to JSON

-- W --

wind_speeds	Sample Datasets Bundled with FitVerse
wind_speeds.csv	Sample Datasets Bundled with FitVerse