pars2x

This function acts as a frontend to estimate quantiles from an ensemble of parameters from the methods of L-moments (<code>lmr2par</code>), maximum likelihood (MLE, <code>mle2par</code>), and maximum product of spacings (MPS, <code>mps2par</code>) for nonexceedance probabilities. The mean, standard deviation, and number of unique quantiles for each nonexceedance probability are computed too. The unique quantiles are used because the MLE and MPS methods could fall back to L-moments or other and thus it should be considered that one of the methods might have failed.

quantile function (from parameter ensemble)

Extensive functions for Lmoments (LMs) and probability-weighted moments (PWMs),
distribution parameter estimation, LMs for distributions, LM ratio diagrams, multivariate
Lcomoments, and asymmetric (asy) trimmed LMs (TLMs). Maximum likelihood and
maximum product spacings estimation are available. Right-tail and left-tail LM censoring
by threshold or indicator variable are available. LMs of residual (resid) and reversed
(rev) residual life are implemented along with 13 quantile operators for reliability analyses.
Exact analytical bootstrap estimates of order statistics, LMs, and LM var-covars are available.
Harri-Coble Tau34-squared Normality Test is available. Distributions with L, TL, and added
(+) support for right-tail censoring (RC) encompass: Asy Exponential (Exp) Power [L],
Asy Triangular [L], Cauchy [TL], Eta-Mu [L], Exp. [L], Gamma [L], Generalized (Gen) Exp
Poisson [L], Gen Extreme Value [L], Gen Lambda [L, TL], Gen Logistic [L], Gen Normal [L],
Gen Pareto [L+RC, TL], Govindarajulu [L], Gumbel [L], Kappa [L], Kappa-Mu [L],
Kumaraswamy [L], Laplace [L], Linear Mean Residual Quantile Function [L], Normal [L],
3p log-Normal [L], Pearson Type III [L], Polynomial Density-Quantile 3 and 4 [L],
Rayleigh [L], Rev-Gumbel [L+RC], Rice [L], Singh Maddala [L], Slash [TL], 3p Student t [L],
Truncated Exponential [L], Wakeby [L], and Weibull [L].

William Asquith

lmomco

L-Moments, Censored L-Moments, Trimmed L-Moments, L-Comoments,
and Many Distributions

pars2x function

<dl> <dt>f</dt>
<dd>Nonexceedance probability (\(0 \le F \le 1\)).</dd> <dt>paras</dt>
<dd>An ensemble of parameters from <code>x2pars</code>.</dd> <dt>na.rm</dt>
<dd>A logical to pass to the mean and standard deviation computations.</dd> <dt>...</dt>
<dd>The additional arguments, if ever used.</dd></dl>

Arguments

Author

Estimate Quantiles from an Ensemble of Parameters — pars2x

<dl>

 <dt>f</dt>
<dd>Nonexceedance probability (\(0 \le F \le 1\)).</dd>

 <dt>paras</dt>
<dd>An ensemble of parameters from <code>x2pars</code>.</dd>

 <dt>na.rm</dt>
<dd>A logical to pass to the mean and standard deviation computations.</dd>

 <dt>...</dt>
<dd>The additional arguments, if ever used.</dd>

</dl>

pars2x: Estimate Quantiles from an Ensemble of Parameters

Description

Usage

Value

Arguments

Author

See Also