Distributions Compatible with Automatic Differentiation by 'RTMB'

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Documentation for package ‘RTMBdist’ version 0.1.0

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

Help Pages

B C D E F G I L M N O P Q R S T V W Z

-- B --

bccg	Box–Cox Cole and Green distribution (BCCG)
bcpe	Box-Cox Power Exponential distribution (BCPE)
bct	Box–Cox t distribution (BCT)
beta2	Reparameterised beta distribution
betabinom	Beta-binomial distribution

-- C --

cclayton	Clayton copula constructor
cfrank	Frank copula constructor
cgaussian	Gaussian copula constructor
cgumbel	Gumbel copula constructor

-- D --

dbccg	Box–Cox Cole and Green distribution (BCCG)
dbcpe	Box-Cox Power Exponential distribution (BCPE)
dbct	Box–Cox t distribution (BCT)
dbeta	Reparameterised beta distribution
dbeta2	Reparameterised beta distribution
dbetabinom	Beta-binomial distribution
dcopula	Joint density under a bivariate copula
ddirichlet	Dirichlet distribution
ddirmult	Dirichlet-multinomial distribution
dexgauss	Exponentially modified Gaussian distribution
dfoldnorm	Folded normal distribution
dgamma2	Reparameterised gamma distribution
dgenpois	Generalised Poisson distribution
dgumbel	Gumbel distribution
dinvgauss	Inverse Gaussian distribution
dirichlet	Dirichlet distribution
dirmult	Dirichlet-multinomial distribution
dlaplace	Laplace distribution
dmvt	Multivariate t distribution
dnbinom2	Reparameterised negative binomial distribution
doibeta	One-inflated beta distribution
doibeta2	Reparameterised one-inflated beta distribution
dpareto	Pareto distribution
dpowerexp	Power Exponential distribution (PE and PE2)
dpowerexp2	Power Exponential distribution (PE and PE2)
dskewnorm	Skew normal distribution
dskewnorm2	Reparameterised skew normal distribution
dskewt	Skewed students t distribution
dt2	Student t distribution with location and scale
dtruncnorm	Truncated normal distribution
dtrunct	Truncated t distribution
dtrunct2	Truncated t distribution with location and scale
dvm	von Mises distribution
dvmf	von Mises-Fisher distribution
dvmf2	Reparameterised von Mises-Fisher distribution
dwrpcauchy	wrapped Cauchy distribution
dzibeta	Zero-inflated beta distribution
dzibeta2	Reparameterised zero-inflated beta distribution
dzibinom	Zero-inflated binomial distribution
dzigamma	Zero-inflated gamma distribution
dzigamma2	Zero-inflated and reparameterised gamma distribution
dziinvgauss	Zero-inflated inverse Gaussian distribution
dzilnorm	Zero-inflated log normal distribution
dzinbinom	Zero-inflated negative binomial distribution
dzinbinom2	Zero-inflated and reparameterised negative binomial distribution
dzipois	Zero-inflated Poisson distribution
dzoibeta	Zero- and one-inflated beta distribution
dzoibeta2	Reparameterised zero- and one-inflated beta distribution
dztbinom	Zero-truncated Binomial distribution
dztnbinom	Zero-truncated Negative Binomial distribution
dztnbinom2	Reparameterised zero-truncated negative binomial distribution
dztpois	Zero-truncated Poisson distribution

-- E --

erf	AD-compatible error function and complementary error function
erfc	AD-compatible error function and complementary error function
exgauss	Exponentially modified Gaussian distribution

-- F --

foldnorm

Folded normal distribution

-- G --

gamma2	Reparameterised gamma distribution
genpois	Generalised Poisson distribution
gumbel	Gumbel distribution

-- I --

invgauss

Inverse Gaussian distribution

-- L --

laplace

Laplace distribution

-- M --

mvt	Multivariate t distribution

-- N --

nbinom2

Reparameterised negative binomial distribution

-- O --

oibeta	One-inflated beta distribution
oibeta2	Reparameterised one-inflated beta distribution

-- P --

pareto	Pareto distribution
pbccg	Box–Cox Cole and Green distribution (BCCG)
pbcpe	Box-Cox Power Exponential distribution (BCPE)
pbct	Box–Cox t distribution (BCT)
pbeta2	Reparameterised beta distribution
pexgauss	Exponentially modified Gaussian distribution
pfoldnorm	Folded normal distribution
pgamma2	Reparameterised gamma distribution
pgenpois	Generalised Poisson distribution
pgumbel	Gumbel distribution
pinvgauss	Inverse Gaussian distribution
plaplace	Laplace distribution
plnorm	Zero-inflated log normal distribution
pnbinom	Reparameterised negative binomial distribution
pnbinom2	Reparameterised negative binomial distribution
poibeta	One-inflated beta distribution
poibeta2	Reparameterised one-inflated beta distribution
powerexp	Power Exponential distribution (PE and PE2)
ppareto	Pareto distribution
ppowerexp	Power Exponential distribution (PE and PE2)
ppowerexp2	Power Exponential distribution (PE and PE2)
pskewnorm	Skew normal distribution
pskewnorm2	Reparameterised skew normal distribution
pskewt	Skewed students t distribution
pt	Student t distribution with location and scale
pt2	Student t distribution with location and scale
ptruncnorm	Truncated normal distribution
ptrunct	Truncated t distribution
ptrunct2	Truncated t distribution with location and scale
pvm	von Mises distribution
pzibeta	Zero-inflated beta distribution
pzibeta2	Reparameterised zero-inflated beta distribution
pzibinom	Zero-inflated binomial distribution
pzigamma	Zero-inflated gamma distribution
pzigamma2	Zero-inflated and reparameterised gamma distribution
pziinvgauss	Zero-inflated inverse Gaussian distribution
pzilnorm	Zero-inflated log normal distribution
pzinbinom	Zero-inflated negative binomial distribution
pzinbinom2	Zero-inflated and reparameterised negative binomial distribution
pzipois	Zero-inflated Poisson distribution
pzoibeta	Zero- and one-inflated beta distribution
pzoibeta2	Reparameterised zero- and one-inflated beta distribution
pztbinom	Zero-truncated Binomial distribution
pztnbinom	Zero-truncated Negative Binomial distribution
pztnbinom2	Reparameterised zero-truncated negative binomial distribution
pztpois	Zero-truncated Poisson distribution

-- Q --

qbccg	Box–Cox Cole and Green distribution (BCCG)
qbcpe	Box-Cox Power Exponential distribution (BCPE)
qbct	Box–Cox t distribution (BCT)
qbeta2	Reparameterised beta distribution
qexgauss	Exponentially modified Gaussian distribution
qgamma2	Reparameterised gamma distribution
qgenpois	Generalised Poisson distribution
qgumbel	Gumbel distribution
qinvgauss	Inverse Gaussian distribution
qlaplace	Laplace distribution
qnbinom2	Reparameterised negative binomial distribution
qpareto	Pareto distribution
qpowerexp	Power Exponential distribution (PE and PE2)
qpowerexp2	Power Exponential distribution (PE and PE2)
qskewnorm	Skew normal distribution
qskewnorm2	Reparameterised skew normal distribution
qskewt	Skewed students t distribution
qt2	Student t distribution with location and scale
qtruncnorm	Truncated normal distribution
qtrunct	Truncated t distribution
qtrunct2	Truncated t distribution with location and scale

-- R --

rbccg	Box–Cox Cole and Green distribution (BCCG)
rbcpe	Box-Cox Power Exponential distribution (BCPE)
rbct	Box–Cox t distribution (BCT)
rbeta2	Reparameterised beta distribution
rbetabinom	Beta-binomial distribution
rdirichlet	Dirichlet distribution
rdirmult	Dirichlet-multinomial distribution
rexgauss	Exponentially modified Gaussian distribution
rfoldnorm	Folded normal distribution
rgamma2	Reparameterised gamma distribution
rgenpois	Generalised Poisson distribution
rgumbel	Gumbel distribution
rinvgauss	Inverse Gaussian distribution
rlaplace	Laplace distribution
rmvt	Multivariate t distribution
rnbinom2	Reparameterised negative binomial distribution
roibeta	One-inflated beta distribution
roibeta2	Reparameterised one-inflated beta distribution
rpareto	Pareto distribution
rpowerexp	Power Exponential distribution (PE and PE2)
rpowerexp2	Power Exponential distribution (PE and PE2)
rskewnorm	Skew normal distribution
rskewnorm2	Reparameterised skew normal distribution
rskewt	Skewed students t distribution
rt2	Student t distribution with location and scale
rtruncnorm	Truncated normal distribution
rtrunct	Truncated t distribution
rtrunct2	Truncated t distribution with location and scale
rvm	von Mises distribution
rvmf	von Mises-Fisher distribution
rvmf2	Reparameterised von Mises-Fisher distribution
rwrpcauchy	wrapped Cauchy distribution
rzibeta	Zero-inflated beta distribution
rzibeta2	Reparameterised zero-inflated beta distribution
rzibinom	Zero-inflated binomial distribution
rzigamma	Zero-inflated gamma distribution
rzigamma2	Zero-inflated and reparameterised gamma distribution
rziinvgauss	Zero-inflated inverse Gaussian distribution
rzilnorm	Zero-inflated log normal distribution
rzinbinom	Zero-inflated negative binomial distribution
rzinbinom2	Zero-inflated and reparameterised negative binomial distribution
rzipois	Zero-inflated Poisson distribution
rzoibeta	Zero- and one-inflated beta distribution
rzoibeta2	Reparameterised zero- and one-inflated beta distribution
rztbinom	Zero-truncated Binomial distribution
rztnbinom	Zero-truncated Negative Binomial distribution
rztnbinom2	Reparameterised zero-truncated negative binomial distribution
rztpois	Zero-truncated Poisson distribution

-- S --

skewnorm	Skew normal distribution
skewnorm2	Reparameterised skew normal distribution
skewt	Skewed students t distribution

-- T --

t2	Student t distribution with location and scale
truncnorm	Truncated normal distribution
trunct	Truncated t distribution
trunct2	Truncated t distribution with location and scale

-- V --

vm	von Mises distribution
vmf	von Mises-Fisher distribution
vmf2	Reparameterised von Mises-Fisher distribution

-- W --

wrpcauchy

wrapped Cauchy distribution

-- Z --

zero_inflate	Zero-inflated density constructer
zibeta	Zero-inflated beta distribution
zibeta2	Reparameterised zero-inflated beta distribution
zibinom	Zero-inflated binomial distribution
zigamma	Zero-inflated gamma distribution
zigamma2	Zero-inflated and reparameterised gamma distribution
ziinvgauss	Zero-inflated inverse Gaussian distribution
zilnorm	Zero-inflated log normal distribution
zinbinom	Zero-inflated negative binomial distribution
zinbinom2	Zero-inflated and reparameterised negative binomial distribution
zipois	Zero-inflated Poisson distribution
zoibeta	Zero- and one-inflated beta distribution
zoibeta2	Reparameterised zero- and one-inflated beta distribution
ztbinom	Zero-truncated Binomial distribution
ztnbinom	Zero-truncated Negative Binomial distribution
ztnbinom2	Reparameterised zero-truncated negative binomial distribution
ztpois	Zero-truncated Poisson distribution