# Package index

## All functions

- [`dAmoroso()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/amoroso.md)
  [`pAmoroso()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/amoroso.md)
  [`qAmoroso()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/amoroso.md)
  [`rAmoroso()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/amoroso.md)
  : Amoroso distribution
- [`dAmorosoGpd()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/amoroso_gpd.md)
  [`pAmorosoGpd()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/amoroso_gpd.md)
  [`rAmorosoGpd()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/amoroso_gpd.md)
  [`qAmorosoGpd()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/amoroso_gpd.md)
  : Amoroso with a GPD tail
- [`damorosomix()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/amoroso_lowercase.md)
  [`pamorosomix()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/amoroso_lowercase.md)
  [`qamorosomix()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/amoroso_lowercase.md)
  [`ramorosomix()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/amoroso_lowercase.md)
  [`damorosomixgpd()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/amoroso_lowercase.md)
  [`pamorosomixgpd()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/amoroso_lowercase.md)
  [`qamorosomixgpd()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/amoroso_lowercase.md)
  [`ramorosomixgpd()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/amoroso_lowercase.md)
  [`damorosogpd()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/amoroso_lowercase.md)
  [`pamorosogpd()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/amoroso_lowercase.md)
  [`qamorosogpd()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/amoroso_lowercase.md)
  [`ramorosogpd()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/amoroso_lowercase.md)
  : Lowercase vectorized Amoroso distribution functions
- [`dAmorosoMix()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/amoroso_mix.md)
  [`pAmorosoMix()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/amoroso_mix.md)
  [`rAmorosoMix()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/amoroso_mix.md)
  [`qAmorosoMix()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/amoroso_mix.md)
  : Amoroso mixture distribution
- [`dAmorosoMixGpd()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/amoroso_mixgpd.md)
  [`pAmorosoMixGpd()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/amoroso_mixgpd.md)
  [`rAmorosoMixGpd()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/amoroso_mixgpd.md)
  [`qAmorosoMixGpd()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/amoroso_mixgpd.md)
  : Amoroso mixture with a GPD tail
- [`ate()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/ate.md)
  : Average treatment effects, marginal over the empirical covariate
  distribution
- [`ate_rmean()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/ate_rmean.md)
  : Restricted-mean ATE helper
- [`att()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/att.md)
  : Average treatment effects standardized to treated covariates
- [`dgpd()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/base_lowercase.md)
  [`pgpd()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/base_lowercase.md)
  [`qgpd()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/base_lowercase.md)
  [`rgpd()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/base_lowercase.md)
  [`dinvgauss()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/base_lowercase.md)
  [`pinvgauss()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/base_lowercase.md)
  [`qinvgauss()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/base_lowercase.md)
  [`rinvgauss()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/base_lowercase.md)
  [`damoroso()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/base_lowercase.md)
  [`pamoroso()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/base_lowercase.md)
  [`qamoroso()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/base_lowercase.md)
  [`ramoroso()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/base_lowercase.md)
  [`dcauchy_vec()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/base_lowercase.md)
  [`pcauchy_vec()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/base_lowercase.md)
  [`qcauchy_vec()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/base_lowercase.md)
  [`rcauchy_vec()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/base_lowercase.md)
  : Lowercase vectorized distribution functions (base kernels)
- [`build_causal_bundle()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/build_causal_bundle.md)
  : Build a causal bundle (design + two outcome arms)
- [`build_nimble_bundle()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/build_nimble_bundle.md)
  : Build the explicit one-arm NIMBLE bundle
- [`bundle()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/bundle.md)
  : Build the workflow bundle used by the package fitters
- [`cate()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/cate.md)
  : Conditional average treatment effects
- [`dCauchy()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/cauchy.md)
  [`pCauchy()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/cauchy.md)
  [`rCauchy()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/cauchy.md)
  [`qCauchy()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/cauchy.md)
  : Cauchy distribution
- [`dCauchyMix()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/cauchy_mix.md)
  [`pCauchyMix()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/cauchy_mix.md)
  [`rCauchyMix()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/cauchy_mix.md)
  [`qCauchyMix()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/cauchy_mix.md)
  : Cauchy mixture distribution
- [`dcauchymix()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/cauchy_mix_lowercase.md)
  [`pcauchymix()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/cauchy_mix_lowercase.md)
  [`qcauchymix()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/cauchy_mix_lowercase.md)
  [`rcauchymix()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/cauchy_mix_lowercase.md)
  : Lowercase vectorized Cauchy mixture distribution functions
- [`causal_alt_pos500_p3_k3`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/causal_alt_pos500_p3_k3.md)
  : causal_alt_pos500_p3_k3 dataset
- [`causal_alt_pos500_p5_k4_tail`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/causal_alt_pos500_p5_k4_tail.md)
  : causal_alt_pos500_p5_k4_tail dataset
- [`causal_alt_real500_p4_k2`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/causal_alt_real500_p4_k2.md)
  : causal_alt_real500_p4_k2 dataset
- [`causal_pos500_p3_k2`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/causal_pos500_p3_k2.md)
  : causal_pos500_p3_k2 dataset
- [`check_glue_validity()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/check_glue_validity.md)
  : Validate bulk+tail glue for MixGPD predictive distribution
- [`cqte()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/cqte.md)
  : Conditional quantile treatment effects
- [`dpmgpd.causal()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/dpmgpd.causal.md)
  : Fit a causal two-arm Dirichlet process mixture with a spliced GPD
  tail
- [`dpmgpd.cluster()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/dpmgpd.cluster.md)
  : Fit a clustering-only bulk-tail model
- [`dpmgpd()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/dpmgpd.md)
  : Fit a one-arm Dirichlet process mixture with a spliced GPD tail
- [`dpmix.causal()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/dpmix.causal.md)
  : Fit a causal two-arm Dirichlet process mixture without a GPD tail
- [`dpmix.cluster()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/dpmix.cluster.md)
  : Fit a clustering-only bulk model
- [`dpmix()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/dpmix.md)
  : Fit a one-arm Dirichlet process mixture without a GPD tail
- [`ess_summary()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/ess_summary.md)
  : Effective sample size summaries for fitted models
- [`fitted(`*`<mixgpd_fit>`*`)`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/fitted.mixgpd_fit.md)
  : Fitted values on the training design
- [`dGammaGpd()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/gamma_gpd.md)
  [`pGammaGpd()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/gamma_gpd.md)
  [`rGammaGpd()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/gamma_gpd.md)
  [`qGammaGpd()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/gamma_gpd.md)
  : Gamma with a GPD tail
- [`dgammamix()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/gamma_lowercase.md)
  [`pgammamix()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/gamma_lowercase.md)
  [`qgammamix()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/gamma_lowercase.md)
  [`rgammamix()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/gamma_lowercase.md)
  [`dgammamixgpd()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/gamma_lowercase.md)
  [`pgammamixgpd()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/gamma_lowercase.md)
  [`qgammamixgpd()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/gamma_lowercase.md)
  [`rgammamixgpd()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/gamma_lowercase.md)
  [`dgammagpd()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/gamma_lowercase.md)
  [`pgammagpd()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/gamma_lowercase.md)
  [`qgammagpd()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/gamma_lowercase.md)
  [`rgammagpd()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/gamma_lowercase.md)
  : Lowercase vectorized gamma distribution functions
- [`dGammaMix()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/gamma_mix.md)
  [`pGammaMix()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/gamma_mix.md)
  [`rGammaMix()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/gamma_mix.md)
  [`qGammaMix()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/gamma_mix.md)
  : Gamma mixture distribution
- [`dGammaMixGpd()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/gamma_mixgpd.md)
  [`pGammaMixGpd()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/gamma_mixgpd.md)
  [`rGammaMixGpd()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/gamma_mixgpd.md)
  [`qGammaMixGpd()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/gamma_mixgpd.md)
  : Gamma mixture with a GPD tail
- [`get_kernel_registry()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/get_kernel_registry.md)
  : Get kernel registry
- [`get_tail_registry()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/get_tail_registry.md)
  : Get tail registry
- [`dGpd()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/gpd.md)
  [`pGpd()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/gpd.md)
  [`rGpd()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/gpd.md)
  [`qGpd()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/gpd.md)
  : Generalized Pareto distribution
- [`init_kernel_registry()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/init_kernel_registry.md)
  : Initialize kernel registries
- [`dInvGauss()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/InvGauss.md)
  [`pInvGauss()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/InvGauss.md)
  [`rInvGauss()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/InvGauss.md)
  [`qInvGauss()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/InvGauss.md)
  : Inverse Gaussian (Wald) distribution
- [`dInvGaussGpd()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/InvGauss_gpd.md)
  [`pInvGaussGpd()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/InvGauss_gpd.md)
  [`rInvGaussGpd()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/InvGauss_gpd.md)
  [`qInvGaussGpd()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/InvGauss_gpd.md)
  : Inverse Gaussian with a GPD tail
- [`dinvgaussmix()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/invgauss_lowercase.md)
  [`pinvgaussmix()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/invgauss_lowercase.md)
  [`qinvgaussmix()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/invgauss_lowercase.md)
  [`rinvgaussmix()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/invgauss_lowercase.md)
  [`dinvgaussmixgpd()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/invgauss_lowercase.md)
  [`pinvgaussmixgpd()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/invgauss_lowercase.md)
  [`qinvgaussmixgpd()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/invgauss_lowercase.md)
  [`rinvgaussmixgpd()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/invgauss_lowercase.md)
  [`dinvgaussgpd()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/invgauss_lowercase.md)
  [`pinvgaussgpd()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/invgauss_lowercase.md)
  [`qinvgaussgpd()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/invgauss_lowercase.md)
  [`rinvgaussgpd()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/invgauss_lowercase.md)
  : Lowercase vectorized inverse Gaussian distribution functions
- [`dInvGaussMix()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/InvGauss_mix.md)
  [`pInvGaussMix()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/InvGauss_mix.md)
  [`rInvGaussMix()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/InvGauss_mix.md)
  [`qInvGaussMix()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/InvGauss_mix.md)
  : Inverse Gaussian mixture distribution
- [`dInvGaussMixGpd()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/InvGauss_mixgpd.md)
  [`pInvGaussMixGpd()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/InvGauss_mixgpd.md)
  [`rInvGaussMixGpd()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/InvGauss_mixgpd.md)
  [`qInvGaussMixGpd()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/InvGauss_mixgpd.md)
  : Inverse Gaussian mixture with a GPD tail
- [`kernel_support_table()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/kernel_support_table.md)
  : Kernel support matrix
- [`dLaplaceGpd()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/laplace_gpd.md)
  [`pLaplaceGpd()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/laplace_gpd.md)
  [`rLaplaceGpd()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/laplace_gpd.md)
  [`qLaplaceGpd()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/laplace_gpd.md)
  : Laplace with a GPD tail
- [`dlaplacemix()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/laplace_lowercase.md)
  [`plaplacemix()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/laplace_lowercase.md)
  [`qlaplacemix()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/laplace_lowercase.md)
  [`rlaplacemix()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/laplace_lowercase.md)
  [`dlaplacemixgpd()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/laplace_lowercase.md)
  [`plaplacemixgpd()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/laplace_lowercase.md)
  [`qlaplacemixgpd()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/laplace_lowercase.md)
  [`rlaplacemixgpd()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/laplace_lowercase.md)
  [`dlaplacegpd()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/laplace_lowercase.md)
  [`plaplacegpd()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/laplace_lowercase.md)
  [`qlaplacegpd()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/laplace_lowercase.md)
  [`rlaplacegpd()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/laplace_lowercase.md)
  : Lowercase vectorized Laplace distribution functions
- [`dLaplaceMix()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/laplace_mix.md)
  [`pLaplaceMix()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/laplace_mix.md)
  [`rLaplaceMix()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/laplace_mix.md)
  [`qLaplaceMix()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/laplace_mix.md)
  : Laplace (double exponential) mixture distribution
- [`dLaplaceMixGpd()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/laplace_MixGpd.md)
  [`pLaplaceMixGpd()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/laplace_MixGpd.md)
  [`rLaplaceMixGpd()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/laplace_MixGpd.md)
  [`qLaplaceMixGpd()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/laplace_MixGpd.md)
  : Laplace mixture with a GPD tail
- [`dLognormalGpd()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/lognormal_gpd.md)
  [`pLognormalGpd()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/lognormal_gpd.md)
  [`rLognormalGpd()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/lognormal_gpd.md)
  [`qLognormalGpd()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/lognormal_gpd.md)
  : Lognormal with a GPD tail
- [`dlognormalmix()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/lognormal_lowercase.md)
  [`plognormalmix()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/lognormal_lowercase.md)
  [`qlognormalmix()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/lognormal_lowercase.md)
  [`rlognormalmix()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/lognormal_lowercase.md)
  [`dlognormalmixgpd()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/lognormal_lowercase.md)
  [`plognormalmixgpd()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/lognormal_lowercase.md)
  [`qlognormalmixgpd()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/lognormal_lowercase.md)
  [`rlognormalmixgpd()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/lognormal_lowercase.md)
  [`dlognormalgpd()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/lognormal_lowercase.md)
  [`plognormalgpd()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/lognormal_lowercase.md)
  [`qlognormalgpd()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/lognormal_lowercase.md)
  [`rlognormalgpd()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/lognormal_lowercase.md)
  : Lowercase vectorized lognormal distribution functions
- [`dLognormalMix()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/lognormal_mix.md)
  [`pLognormalMix()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/lognormal_mix.md)
  [`rLognormalMix()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/lognormal_mix.md)
  [`qLognormalMix()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/lognormal_mix.md)
  : Lognormal mixture distribution
- [`dLognormalMixGpd()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/lognormal_mixgpd.md)
  [`pLognormalMixGpd()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/lognormal_mixgpd.md)
  [`rLognormalMixGpd()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/lognormal_mixgpd.md)
  [`qLognormalMixGpd()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/lognormal_mixgpd.md)
  : Lognormal mixture with a GPD tail
- [`mcmc()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/mcmc.md)
  : Run posterior sampling from a prepared bundle
- [`nc_pos200_k3`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/nc_pos200_k3.md)
  : nc_pos200_k3 dataset
- [`nc_posX100_p3_k2`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/nc_posX100_p3_k2.md)
  : nc_posX100_p3_k2 dataset
- [`nc_posX100_p4_k3`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/nc_posX100_p4_k3.md)
  : nc_posX100_p4_k3 dataset
- [`nc_posX100_p5_k4`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/nc_posX100_p5_k4.md)
  : nc_posX100_p5_k4 dataset
- [`nc_pos_tail200_k4`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/nc_pos_tail200_k4.md)
  : nc_pos_tail200_k4 dataset
- [`nc_real200_k2`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/nc_real200_k2.md)
  : nc_real200_k2 dataset
- [`nc_realX100_p3_k2`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/nc_realX100_p3_k2.md)
  : nc_realX100_p3_k2 dataset
- [`nc_realX100_p5_k3`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/nc_realX100_p5_k3.md)
  : nc_realX100_p5_k3 dataset
- [`dNormGpd()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/normal_gpd.md)
  [`pNormGpd()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/normal_gpd.md)
  [`rNormGpd()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/normal_gpd.md)
  [`qNormGpd()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/normal_gpd.md)
  : Normal with a GPD tail
- [`dnormmix()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/normal_lowercase.md)
  [`pnormmix()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/normal_lowercase.md)
  [`qnormmix()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/normal_lowercase.md)
  [`rnormmix()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/normal_lowercase.md)
  [`dnormmixgpd()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/normal_lowercase.md)
  [`pnormmixgpd()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/normal_lowercase.md)
  [`qnormmixgpd()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/normal_lowercase.md)
  [`rnormmixgpd()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/normal_lowercase.md)
  [`dnormgpd()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/normal_lowercase.md)
  [`pnormgpd()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/normal_lowercase.md)
  [`qnormgpd()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/normal_lowercase.md)
  [`rnormgpd()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/normal_lowercase.md)
  : Lowercase vectorized normal distribution functions
- [`dNormMix()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/normal_mix.md)
  [`pNormMix()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/normal_mix.md)
  [`rNormMix()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/normal_mix.md)
  [`qNormMix()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/normal_mix.md)
  : Normal mixture distribution
- [`dNormMixGpd()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/normal_mixgpd.md)
  [`pNormMixGpd()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/normal_mixgpd.md)
  [`rNormMixGpd()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/normal_mixgpd.md)
  [`qNormMixGpd()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/normal_mixgpd.md)
  : Normal mixture with a GPD tail
- [`params()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/params.md)
  : Extract posterior mean parameters in natural shape
- [`plot(`*`<causalmixgpd_ate>`*`)`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/plot.causalmixgpd_ate.md)
  : Plot ATE-style effect summaries
- [`plot(`*`<causalmixgpd_causal_fit>`*`)`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/plot.causalmixgpd_causal_fit.md)
  : Plot the treated and control outcome fits from a causal model
- [`plot(`*`<causalmixgpd_causal_predict>`*`)`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/plot.causalmixgpd_causal_predict.md)
  : Plot causal prediction outputs
- [`plot(`*`<causalmixgpd_qte>`*`)`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/plot.causalmixgpd_qte.md)
  : Plot QTE-style effect summaries
- [`plot(`*`<dpmixgpd_cluster_bundle>`*`)`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/plot.dpmixgpd_cluster_bundle.md)
  : Plot a cluster bundle
- [`plot(`*`<dpmixgpd_cluster_fit>`*`)`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/plot.dpmixgpd_cluster_fit.md)
  : Plot a cluster fit
- [`plot(`*`<dpmixgpd_cluster_labels>`*`)`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/plot.dpmixgpd_cluster_labels.md)
  : Plot cluster labels
- [`plot(`*`<dpmixgpd_cluster_psm>`*`)`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/plot.dpmixgpd_cluster_psm.md)
  : Plot a cluster posterior similarity matrix
- [`plot(`*`<mixgpd_fit>`*`)`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/plot.mixgpd_fit.md)
  : Plot MCMC diagnostics for a MixGPD fit (ggmcmc backend)
- [`plot(`*`<mixgpd_fitted>`*`)`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/plot.mixgpd_fitted.md)
  : Plot fitted values diagnostics
- [`plot(`*`<mixgpd_predict>`*`)`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/plot.mixgpd_predict.md)
  : Plot prediction results
- [`predict(`*`<causalmixgpd_causal_fit>`*`)`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/predict.causalmixgpd_causal_fit.md)
  : Predict arm-specific and contrast-scale quantities from a causal fit
- [`predict(`*`<dpmixgpd_cluster_fit>`*`)`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/predict.dpmixgpd_cluster_fit.md)
  : Predict labels or similarity matrices from a cluster fit
- [`predict(`*`<mixgpd_fit>`*`)`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/predict.mixgpd_fit.md)
  : Posterior predictive summaries from a fitted one-arm model
- [`print(`*`<causalmixgpd_ate>`*`)`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/print.causalmixgpd_ate.md)
  : Print an ATE-style effect object
- [`print(`*`<causalmixgpd_bundle>`*`)`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/print.causalmixgpd_bundle.md)
  : Print a one-arm workflow bundle
- [`print(`*`<causalmixgpd_causal_bundle>`*`)`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/print.causalmixgpd_causal_bundle.md)
  : Print a causal workflow bundle
- [`print(`*`<causalmixgpd_causal_fit>`*`)`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/print.causalmixgpd_causal_fit.md)
  : Print a fitted causal model
- [`print(`*`<causalmixgpd_causal_fit_plots>`*`)`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/print.causalmixgpd_causal_fit_plots.md)
  : Print method for paired causal-fit diagnostic plots
- [`print(`*`<causalmixgpd_causal_predict_plots>`*`)`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/print.causalmixgpd_causal_predict_plots.md)
  : Print method for causal prediction plots
- [`print(`*`<causalmixgpd_ps_bundle>`*`)`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/print.causalmixgpd_ps_bundle.md)
  : Print a propensity score bundle
- [`print(`*`<causalmixgpd_ps_fit>`*`)`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/print.causalmixgpd_ps_fit.md)
  : Print a propensity score fit
- [`print(`*`<causalmixgpd_qte>`*`)`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/print.causalmixgpd_qte.md)
  : Print a QTE-style effect object
- [`print(`*`<dpmixgpd_cluster_bundle>`*`)`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/print.dpmixgpd_cluster_bundle.md)
  : Print a cluster bundle
- [`print(`*`<dpmixgpd_cluster_fit>`*`)`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/print.dpmixgpd_cluster_fit.md)
  : Print a cluster fit
- [`print(`*`<dpmixgpd_cluster_labels>`*`)`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/print.dpmixgpd_cluster_labels.md)
  : Print cluster labels
- [`print(`*`<dpmixgpd_cluster_psm>`*`)`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/print.dpmixgpd_cluster_psm.md)
  : Print a cluster posterior similarity matrix
- [`print(`*`<mixgpd_fit>`*`)`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/print.mixgpd_fit.md)
  : Print a one-arm fitted model
- [`print(`*`<mixgpd_fitted_plots>`*`)`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/print.mixgpd_fitted_plots.md)
  : Print method for fitted value plots
- [`print(`*`<mixgpd_fit_plots>`*`)`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/print.mixgpd_fit_plots.md)
  : Print method for mixgpd_fit diagnostic plots
- [`print(`*`<mixgpd_predict_plots>`*`)`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/print.mixgpd_predict_plots.md)
  : Print method for prediction plots
- [`print(`*`<mixgpd_summary>`*`)`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/print.mixgpd_summary.md)
  : Print a MixGPD summary object
- [`print(`*`<summary.causalmixgpd_ate>`*`)`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/print.summary.causalmixgpd_ate.md)
  : Print an ATE summary
- [`print(`*`<summary.causalmixgpd_causal_fit>`*`)`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/print.summary.causalmixgpd_causal_fit.md)
  : Print a causal-model summary object
- [`print(`*`<summary.causalmixgpd_ps_fit>`*`)`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/print.summary.causalmixgpd_ps_fit.md)
  : Print a propensity-score summary object
- [`print(`*`<summary.causalmixgpd_qte>`*`)`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/print.summary.causalmixgpd_qte.md)
  : Print a QTE summary
- [`qte()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/qte.md)
  : Quantile treatment effects, marginal over the empirical covariate
  distribution
- [`qtt()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/qtt.md)
  : Quantile treatment effects standardized to treated covariates
- [`residuals(`*`<mixgpd_fit>`*`)`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/residuals.mixgpd_fit.md)
  : Residual diagnostics on the training design
- [`run_mcmc_bundle_manual()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/run_mcmc_bundle_manual.md)
  : Run posterior sampling for a prepared one-arm bundle
- [`run_mcmc_causal()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/run_mcmc_causal.md)
  : Run posterior sampling for a causal bundle
- [`sim_bulk_tail()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/sim_bulk_tail.md)
  : Simulate positive bulk-tail data
- [`sim_causal_qte()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/sim_causal_qte.md)
  : Simulate causal quantile-treatment-effect data
- [`sim_survival_tail()`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/sim_survival_tail.md)
  : Simulate censored survival-style tail data
- [`summary(`*`<causalmixgpd_ate>`*`)`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/summary.causalmixgpd_ate.md)
  : Summarize an ATE-style effect object
- [`summary(`*`<causalmixgpd_bundle>`*`)`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/summary.causalmixgpd_bundle.md)
  : Summarize a one-arm workflow bundle
- [`summary(`*`<causalmixgpd_causal_bundle>`*`)`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/summary.causalmixgpd_causal_bundle.md)
  : Summarize a causal workflow bundle
- [`summary(`*`<causalmixgpd_causal_fit>`*`)`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/summary.causalmixgpd_causal_fit.md)
  : Summarize a fitted causal model
- [`summary(`*`<causalmixgpd_ps_fit>`*`)`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/summary.causalmixgpd_ps_fit.md)
  : Summarize a propensity score fit
- [`summary(`*`<causalmixgpd_qte>`*`)`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/summary.causalmixgpd_qte.md)
  : Summarize a QTE-style effect object
- [`summary(`*`<dpmixgpd_cluster_bundle>`*`)`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/summary.dpmixgpd_cluster_bundle.md)
  : Summarize a cluster bundle
- [`summary(`*`<dpmixgpd_cluster_fit>`*`)`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/summary.dpmixgpd_cluster_fit.md)
  : Summarize a cluster fit
- [`summary(`*`<dpmixgpd_cluster_labels>`*`)`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/summary.dpmixgpd_cluster_labels.md)
  : Summarize cluster labels
- [`summary(`*`<dpmixgpd_cluster_psm>`*`)`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/summary.dpmixgpd_cluster_psm.md)
  : Summarize a cluster posterior similarity matrix
- [`summary(`*`<mixgpd_fit>`*`)`](https://arnabaich96.github.io/CausalMixGPD/pkgdown/reference/summary.mixgpd_fit.md)
  : Summarize posterior draws from a one-arm fitted model