dlmtree1.0.0 package

Calculates predicted response for HDLMM

Print a hdlm Object

Print a hdlmm Object

Print a monotone Object

Prints an overview with summary of model class 'hdlm'

Prints an overview with summary of model class 'hdlmm'

Prints an overview with summary of model class 'monotone'

Prints an overview with summary of model class 'tdlm'

Prints an overview with summary of model class 'tdlmm'

Prints an overview with summary of model class 'tdlnm'

Print a tdlm Object

Print a tdlmm Object

Print a tdlnm Object

Multiple draw polya gamma latent variable for var c[i] with size b[i]

Truncated multivariate normal sampler, mean mu, cov sigma, truncated (...

Calculates the weights for each modifier rule

Centers and scales a matrix

Executes a 'shiny' app for HDLM.

Executes a 'shiny' app for HDLMM.

shiny

Creates a summary object of class 'tdlmm'

Creates a summary object of class 'tdlnm'

Treed Distributed Lag Mixture Models (Deprecated)

dlmtree model with tdlmm approach

Treed Distributed Lag Non-Linear Models (Deprecated)

dlmtree model with tdlnm approach

Integrates (0,inf) over multivariate normal

Calculates the distributed lag effect with DLM matrix for non-linear m...

Draws a new tree structure

Calculates subgroup-specific lag effects for heterogeneous models

Returns variety of plots for model summary of class 'tdlnm'

Makes a 'pretty' output of a group of numbers

Calculates predicted response for HDLM

Calculates the distributed lag effect with DLM matrix for non-linear m...

Creates a summary object of class 'tdlm'

dlmtree model with nested HDLM approach

dlmtree model with fixed Gaussian approach

dlmtree model with nested Gaussian approach

Adjusting for expected changes in co-exposure (TDLMM)

Combines information from DLMs of single exposure

Combines information from DLMs of mixture exposures.

fast set intersection tool assumes sorted vectors A and B

Calculates the distributed lag effect with DLM matrix for linear model...

dlmtree: Bayesian Treed Distributed Lag Models

Fit tree structured distributed lag models

dlmtree model with fixed Gaussian process approach

dlmtree model with Gaussian process approach

dlmtree model with shared HDLM approach

dlmtree model with HDLMM approach

Download simulated data for dlmtree articles

Calculates the lagged interaction effects with MIX matrix for linear m...

dlmtree model with monotone tdlnm approach

Calculates posterior inclusion probabilities (PIPs) for modifiers in H...

Returns variety of plots for model summary of class 'monotone'

Plots a distributed lag function for model summary of 'tdlm'

Plots DLMMs for model summary of class 'tdlmm'

Creates simulated data for HDLM & HDLMM

Creates simulated data for TDLM & TDLMM

Creates simulated data for TDLNM

Calculates the posterior inclusion probability (PIP).

Determines split points for continuous modifiers

Creates a summary object of class 'hdlm'

Creates a summary object of class 'hdlmm'

Creates a summary object of class 'monotone'