R: Parameter Estimation

# Parameter Estimation

## Documentation for package ‘estimators’ version 0.8.5

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

## Help Pages

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