Function reference • unitquantreg

Families of distributions

The dpqr functions of available bounded distributions.

dashw() pashw() qashw() rashw(): The arcsecant hyperbolic Weibull distribution

djohnsonsb() pjohnsonsb() qjohnsonsb() rjohnsonsb(): The Johnson SB distribution

dkum() pkum() qkum() rkum(): The Kumaraswamy distribution

dleeg() pleeg() qleeg() rleeg(): The Log-extended exponential-geometric distribution

dubs() pubs() qubs() rubs(): The unit-Birnbaum-Saunders distribution

duburrxii() puburrxii() quburrxii() ruburrxii(): The unit-Burr-XII distribution

duchen() puchen() quchen() ruchen(): The unit-Chen distribution

dughne() pughne() qughne() rughne(): The unit-Half-Normal-E distribution

dughnx() pughnx() qughnx() rughnx(): The unit-Half-Normal-X distribution

dugompertz() pugompertz() qugompertz() rugompertz(): The unit-Gompertz distribution

dugumbel() pugumbel() qugumbel() rugumbel(): The unit-Gumbel distribution

dulogistic() pulogistic() qulogistic() rulogistic(): The unit-Logistic distribution

duweibull() puweibull() quweibull() ruweibull(): The unit-Weibull distribution

Fitting parametric unit quantile regression models

unitquantreg() unitquantreg.fit(): Parametric unit quantile regression models

unitquantreg.control(): Control parameters for unit quantile regression

unitquantreg-package: Overview of the unitquantreg package

S3 methods for unitquantreg(s) objects

hnp(): (Half-)Normal probability plots with simulated envelopes for unitquantreg objects

loglike_unitquantreg(): Log-likelihood, score vector and hessian matrix.

print(<unitquantreg>) summary(<unitquantreg>) coef(<unitquantreg>) vcov(<unitquantreg>) logLik(<unitquantreg>) confint(<unitquantreg>) fitted(<unitquantreg>) terms(<unitquantreg>) model.frame(<unitquantreg>) model.matrix(<unitquantreg>) update(<unitquantreg>) print(<unitquantregs>) summary(<unitquantregs>): Methods for unitquantreg and unitquantregs objects

plot(<unitquantreg>): Plot method for unitquantreg objects

predict(<unitquantreg>): Prediction method for unitquantreg class

residuals(<unitquantreg>): Residuals method for unitquantreg objects

plot(<unitquantregs>): Plot method for unitquantregs objects

Likelihood based statistics

likelihood_stats() print(<likelihood_stats>): Likelihood-based statistics of fit for unitquantreg objects.

Vuong likelihood ratio test

vuong.test(): Vuong test

pairwise.vuong.test(): Pairwise vuong test

Datasets

sim_bounded: Simulated data set

bodyfat: Percentage of body fat data set

water: Access to piped water supply data set