Parameter Estimation

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Documentation for package ‘estimators’ version 0.8.5

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

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A B C D E F G I K L M N P Q R S U V W misc

-- A --

avar	Asymptotic Variance
avar_me	ME Asymptotic Variance
avar_me-method	Bernoulli Distribution
avar_me-method	Beta Distribution
avar_me-method	Binomial Distribution
avar_me-method	Categorical Distribution
avar_me-method	Dirichlet Distribution
avar_me-method	Exponential Distribution
avar_me-method	Gamma Distribution
avar_me-method	Geometric Distribution
avar_me-method	Laplace Distribution
avar_me-method	Lnorm Distribution
avar_me-method	Multinomial Distribution
avar_me-method	Negative Binomial Distribution
avar_me-method	Normal Distribution
avar_me-method	Poisson Distribution
avar_me-method	Weibull Distribution
avar_mle	MLE Asymptotic Variance
avar_mle-method	Bernoulli Distribution
avar_mle-method	Beta Distribution
avar_mle-method	Binomial Distribution
avar_mle-method	Categorical Distribution
avar_mle-method	Dirichlet Distribution
avar_mle-method	Exponential Distribution
avar_mle-method	Gamma Distribution
avar_mle-method	Geometric Distribution
avar_mle-method	Laplace Distribution
avar_mle-method	Lnorm Distribution
avar_mle-method	Multinomial Distribution
avar_mle-method	Negative Binomial Distribution
avar_mle-method	Normal Distribution
avar_mle-method	Poisson Distribution
avar_mle-method	Weibull Distribution
avar_same	SAME Asymptotic Variance
avar_same-method	Beta Distribution
avar_same-method	Dirichlet Distribution
avar_same-method	Gamma Distribution

-- B --

Bern	Bernoulli Distribution
Beta	Beta Distribution
Binom	Binomial Distribution

-- C --

calculus	Distribution Calculus
Cat	Categorical Distribution
Cauchy	Cauchy Distribution
Chisq	Chi-Square Distribution

-- D --

d	The d p q r Functions
d-method	Bernoulli Distribution
d-method	Beta Distribution
d-method	Binomial Distribution
d-method	Categorical Distribution
d-method	Cauchy Distribution
d-method	Chi-Square Distribution
d-method	Dirichlet Distribution
d-method	Exponential Distribution
d-method	Fisher Distribution
d-method	Gamma Distribution
d-method	Geometric Distribution
d-method	Laplace Distribution
d-method	Lnorm Distribution
d-method	Multinomial Distribution
d-method	Negative Binomial Distribution
d-method	Normal Distribution
d-method	Poisson Distribution
d-method	Student Distribution
d-method	Uniform Distribution
d-method	Weibull Distribution
Ddigamma	Polygamma Functions
Dir	Dirichlet Distribution
Distributions	Distribution S4 Classes
dpqr	The d p q r Functions
Dtrigamma	Polygamma Functions

-- E --

ebern	Parameter Estimation
ebeta	Parameter Estimation
ebinom	Parameter Estimation
ecat	Parameter Estimation
edirichlet	Parameter Estimation
eexp	Parameter Estimation
egamma	Parameter Estimation
egeom	Parameter Estimation
elaplace	Parameter Estimation
elnorm	Parameter Estimation
emultinom	Parameter Estimation
enbinom	Parameter Estimation
enorm	Parameter Estimation
entro	Moments - Parametric Quantities of Interest
entro-method	Bernoulli Distribution
entro-method	Beta Distribution
entro-method	Cauchy Distribution
entro-method	Dirichlet Distribution
entro-method	Exponential Distribution
entro-method	Gamma Distribution
entro-method	Geometric Distribution
entro-method	Laplace Distribution
entro-method	Lnorm Distribution
entro-method	Normal Distribution
entro-method	Uniform Distribution
entro-method	Weibull Distribution
epois	Parameter Estimation
estim	Parameter Estimation
eunif	Parameter Estimation
eweib	Parameter Estimation
Exp	Exponential Distribution
exp-method	Distribution Calculus

-- F --

finf	Moments - Parametric Quantities of Interest
finf-method	Bernoulli Distribution
finf-method	Beta Distribution
finf-method	Binomial Distribution
finf-method	Categorical Distribution
finf-method	Cauchy Distribution
finf-method	Dirichlet Distribution
finf-method	Exponential Distribution
finf-method	Gamma Distribution
finf-method	Geometric Distribution
finf-method	Laplace Distribution
finf-method	Lnorm Distribution
finf-method	Multinomial Distribution
finf-method	Negative Binomial Distribution
finf-method	Normal Distribution
finf-method	Poisson Distribution
Fisher	Fisher Distribution

-- G --

Gam	Gamma Distribution
gammap	Polygamma Functions
Geom	Geometric Distribution

-- I --

idigamma

Polygamma Functions

-- K --

kurt	Moments - Parametric Quantities of Interest
kurt-method	Bernoulli Distribution
kurt-method	Beta Distribution
kurt-method	Binomial Distribution
kurt-method	Chi-Square Distribution
kurt-method	Exponential Distribution
kurt-method	Gamma Distribution
kurt-method	Geometric Distribution
kurt-method	Laplace Distribution
kurt-method	Lnorm Distribution
kurt-method	Negative Binomial Distribution
kurt-method	Normal Distribution
kurt-method	Poisson Distribution
kurt-method	Student Distribution
kurt-method	Uniform Distribution
kurt-method	Weibull Distribution

-- L --

Laplace	Laplace Distribution
large_metrics	Large Sample Metrics
ll	Log-Likelihood
ll-method	Bernoulli Distribution
ll-method	Beta Distribution
ll-method	Binomial Distribution
ll-method	Categorical Distribution
ll-method	Cauchy Distribution
ll-method	Dirichlet Distribution
ll-method	Exponential Distribution
ll-method	Gamma Distribution
ll-method	Geometric Distribution
ll-method	Laplace Distribution
ll-method	Lnorm Distribution
ll-method	Multinomial Distribution
ll-method	Negative Binomial Distribution
ll-method	Normal Distribution
ll-method	Poisson Distribution
ll-method	Uniform Distribution
ll-method	Weibull Distribution
ll-method	Log-Likelihood
llbern	Log-Likelihood
llbeta	Beta Distribution
llbinom	Log-Likelihood
llcat	Log-Likelihood
llcauchy	Log-Likelihood
lldirichlet	Log-Likelihood
llexp	Log-Likelihood
llgamma	Log-Likelihood
llgeom	Log-Likelihood
lllaplace	Log-Likelihood
lllnorm	Log-Likelihood
llMultinom	Log-Likelihood
llnbinom	Log-Likelihood
llnorm	Log-Likelihood
llpois	Log-Likelihood
llunif	Log-Likelihood
llweib	Log-Likelihood
Lnorm	Lnorm Distribution

-- M --

me	Moment Estimation
me-method	Bernoulli Distribution
me-method	Beta Distribution
me-method	Binomial Distribution
me-method	Categorical Distribution
me-method	Dirichlet Distribution
me-method	Exponential Distribution
me-method	Gamma Distribution
me-method	Geometric Distribution
me-method	Laplace Distribution
me-method	Lnorm Distribution
me-method	Multinomial Distribution
me-method	Negative Binomial Distribution
me-method	Normal Distribution
me-method	Poisson Distribution
me-method	Uniform Distribution
me-method	Weibull Distribution
me-method	Moment Estimation
mean	Moments - Parametric Quantities of Interest
mean-method	Bernoulli Distribution
mean-method	Beta Distribution
mean-method	Binomial Distribution
mean-method	Categorical Distribution
mean-method	Chi-Square Distribution
mean-method	Dirichlet Distribution
mean-method	Exponential Distribution
mean-method	Fisher Distribution
mean-method	Gamma Distribution
mean-method	Geometric Distribution
mean-method	Laplace Distribution
mean-method	Lnorm Distribution
mean-method	Multinomial Distribution
mean-method	Negative Binomial Distribution
mean-method	Normal Distribution
mean-method	Poisson Distribution
mean-method	Student Distribution
mean-method	Uniform Distribution
mean-method	Weibull Distribution
median	Moments - Parametric Quantities of Interest
median-method	Bernoulli Distribution
median-method	Beta Distribution
median-method	Cauchy Distribution
median-method	Exponential Distribution
median-method	Laplace Distribution
median-method	Lnorm Distribution
median-method	Normal Distribution
median-method	Student Distribution
median-method	Weibull Distribution
mle	Maximum Likelihood Estimation
mle-method	Bernoulli Distribution
mle-method	Beta Distribution
mle-method	Binomial Distribution
mle-method	Categorical Distribution
mle-method	Dirichlet Distribution
mle-method	Exponential Distribution
mle-method	Gamma Distribution
mle-method	Geometric Distribution
mle-method	Laplace Distribution
mle-method	Lnorm Distribution
mle-method	Multinomial Distribution
mle-method	Negative Binomial Distribution
mle-method	Normal Distribution
mle-method	Poisson Distribution
mle-method	Uniform Distribution
mle-method	Weibull Distribution
mle-method	Maximum Likelihood Estimation
mode	Moments - Parametric Quantities of Interest
mode-method	Bernoulli Distribution
mode-method	Beta Distribution
mode-method	Cauchy Distribution
mode-method	Dirichlet Distribution
mode-method	Exponential Distribution
mode-method	Fisher Distribution
mode-method	Geometric Distribution
mode-method	Laplace Distribution
mode-method	Lnorm Distribution
mode-method	Negative Binomial Distribution
mode-method	Normal Distribution
mode-method	Student Distribution
mode-method	Weibull Distribution
moments	Moments - Parametric Quantities of Interest
Multinom	Multinomial Distribution

-- N --

Nbinom	Negative Binomial Distribution
Norm	Normal Distribution

-- P --

p	The d p q r Functions
p-method	Bernoulli Distribution
p-method	Beta Distribution
p-method	Binomial Distribution
p-method	Cauchy Distribution
p-method	Chi-Square Distribution
p-method	Exponential Distribution
p-method	Fisher Distribution
p-method	Gamma Distribution
p-method	Geometric Distribution
p-method	Laplace Distribution
p-method	Lnorm Distribution
p-method	Negative Binomial Distribution
p-method	Normal Distribution
p-method	Poisson Distribution
p-method	Student Distribution
p-method	Uniform Distribution
p-method	Weibull Distribution
plot_large_metrics	Plot Large Sample Metrics
plot_small_metrics	Plot Small Sample Metrics
Pois	Poisson Distribution

-- Q --

q	The d p q r Functions
qn	The d p q r Functions
qn-method	Bernoulli Distribution
qn-method	Beta Distribution
qn-method	Binomial Distribution
qn-method	Cauchy Distribution
qn-method	Chi-Square Distribution
qn-method	Exponential Distribution
qn-method	Fisher Distribution
qn-method	Gamma Distribution
qn-method	Geometric Distribution
qn-method	Laplace Distribution
qn-method	Lnorm Distribution
qn-method	Negative Binomial Distribution
qn-method	Normal Distribution
qn-method	Poisson Distribution
qn-method	Student Distribution
qn-method	Uniform Distribution
qn-method	Weibull Distribution

-- R --

r	The d p q r Functions
r-method	Bernoulli Distribution
r-method	Beta Distribution
r-method	Binomial Distribution
r-method	Categorical Distribution
r-method	Cauchy Distribution
r-method	Chi-Square Distribution
r-method	Dirichlet Distribution
r-method	Exponential Distribution
r-method	Fisher Distribution
r-method	Gamma Distribution
r-method	Geometric Distribution
r-method	Laplace Distribution
r-method	Lnorm Distribution
r-method	Multinomial Distribution
r-method	Negative Binomial Distribution
r-method	Normal Distribution
r-method	Poisson Distribution
r-method	Student Distribution
r-method	Uniform Distribution
r-method	Weibull Distribution

-- S --

same	Score - Adjusted Moment Estimation
same-method	Beta Distribution
same-method	Dirichlet Distribution
same-method	Gamma Distribution
same-method	Score - Adjusted Moment Estimation
sd	Moments - Parametric Quantities of Interest
sd-method	Bernoulli Distribution
sd-method	Beta Distribution
sd-method	Binomial Distribution
sd-method	Chi-Square Distribution
sd-method	Exponential Distribution
sd-method	Fisher Distribution
sd-method	Gamma Distribution
sd-method	Geometric Distribution
sd-method	Laplace Distribution
sd-method	Lnorm Distribution
sd-method	Negative Binomial Distribution
sd-method	Normal Distribution
sd-method	Poisson Distribution
sd-method	Student Distribution
sd-method	Uniform Distribution
sd-method	Weibull Distribution
skew	Moments - Parametric Quantities of Interest
skew-method	Bernoulli Distribution
skew-method	Beta Distribution
skew-method	Binomial Distribution
skew-method	Chi-Square Distribution
skew-method	Exponential Distribution
skew-method	Fisher Distribution
skew-method	Gamma Distribution
skew-method	Geometric Distribution
skew-method	Laplace Distribution
skew-method	Lnorm Distribution
skew-method	Negative Binomial Distribution
skew-method	Normal Distribution
skew-method	Poisson Distribution
skew-method	Student Distribution
skew-method	Uniform Distribution
skew-method	Weibull Distribution
small_metrics	Small Sample Metrics
Stud	Student Distribution
sum-method	Distribution Calculus

-- U --

Unif	Uniform Distribution

-- V --

var	Moments - Parametric Quantities of Interest
var-method	Bernoulli Distribution
var-method	Beta Distribution
var-method	Binomial Distribution
var-method	Categorical Distribution
var-method	Chi-Square Distribution
var-method	Dirichlet Distribution
var-method	Exponential Distribution
var-method	Fisher Distribution
var-method	Gamma Distribution
var-method	Geometric Distribution
var-method	Laplace Distribution
var-method	Lnorm Distribution
var-method	Multinomial Distribution
var-method	Negative Binomial Distribution
var-method	Normal Distribution
var-method	Poisson Distribution
var-method	Student Distribution
var-method	Uniform Distribution
var-method	Weibull Distribution
vbern	Asymptotic Variance
vbeta	Beta Distribution
vbinom	Asymptotic Variance
vcat	Asymptotic Variance
vdirichlet	Asymptotic Variance
vexp	Asymptotic Variance
vgamma	Asymptotic Variance
vgeom	Asymptotic Variance
vlaplace	Asymptotic Variance
vmultinom	Asymptotic Variance
vnbinom	Asymptotic Variance
vnorm	Asymptotic Variance
vpois	Asymptotic Variance
vweib	Asymptotic Variance

-- W --

Weib	Weibull Distribution

-- misc --

*-method	Distribution Calculus
+-method	Distribution Calculus
--method	Distribution Calculus
/-method	Distribution Calculus