Introduction | The two estimands | Requirements | Survival data | Single mediator: interventional effects | The interventions | The decomposition | Permutation averaging: n_vw | Other exposure regimes | Multiple mediators: the Yamamuro et al. (2021) simulation | Censoring | Absorbing states with subset | Bootstrap confidence intervals | Natural effects | Targeted estimation | References

Overview | Shared foundation | What gfoRmula offers that causalMed does not | What causalMed adds: mediation | Interfaces | Side-by-side estimates | Data preparation | Example 1: Binary end-of-follow-up outcome | Example 2: Survival (time-to-event) outcome | Example 3: Dynamic intervention | Larger Monte Carlo sample | References

Introduction | Example 1: binary end-of-follow-up outcome | Example 2: survival (time-to-event) outcome | Dynamic (threshold) interventions | Custom covariate distributions | A published example: preventing GvHD (Keil et al. 2014) | Bootstrap Confidence Intervals | Working with Results | Extracting fitted models | Retrieving the simulated data | References

Introduction | Data | Specifying models | Lagged and derived variables | Quick start: total effects with gformula() | Quick start: mediation with mediation() | Parallel bootstrap | Causal assumptions | References

Inline markdown | Inline HTML | Documents | Code | Lists and tables | Images | Styling | Styling one part | Styling tables | LaTeX inside markdown | Limitations

Quick start | Text and math | Base graphics | Examples | Placing a formula | Named anchors | Display and text style | Line wrapping | Images | Fonts | Your own fonts | Devices | Utilities | Diagrams | Pasting LaTeX | What is supported | Not supported

A document | How a document is read | Justified text | Saving a PDF | Packages and commands of your own | Limitations

Prepare test data | Description | Usage | Self-generating function | Manual | Plotting engine | Some default settings | Text formatting with markup | Example | Working example (self generation) | Single arm | Multiple phase and multiple arms | Multiple stratification with node stack | Working example (human effort) | Provide text | Missing nodes and multiple split | Two-level stratification | Using disposition table | For Shiny and HTML | Use with Quarto | Saving plot

Introduction | The two estimands | Requirements | Survival data | Single mediator: interventional effects | The interventions | The decomposition | Permutation averaging: n_vw | Other exposure regimes | Multiple mediators: the Yamamuro et al. (2021) simulation | Censoring | Absorbing states with subset | Bootstrap confidence intervals | Natural effects | Targeted estimation | References

Overview | Shared foundation | What gfoRmula offers that causalMed does not | What causalMed adds: mediation | Interfaces | Side-by-side estimates | Data preparation | Example 1: Binary end-of-follow-up outcome | Example 2: Survival (time-to-event) outcome | Example 3: Dynamic intervention | Larger Monte Carlo sample | References

Introduction | Example 1: binary end-of-follow-up outcome | Example 2: survival (time-to-event) outcome | Dynamic (threshold) interventions | Custom covariate distributions | A published example: preventing GvHD (Keil et al. 2014) | Bootstrap Confidence Intervals | Working with Results | Extracting fitted models | Retrieving the simulated data | References

Introduction | Data | Specifying models | Lagged and derived variables | Quick start: total effects with gformula() | Quick start: mediation with mediation() | Parallel bootstrap | Causal assumptions | References

Introduction | Basic Forest Plot | Simple Forest Plot | Changing the Style | Text Justification and Background | Text Parsing | Multiple CI Columns | Different Parameters for Different CI Columns | Custom CIs | Saving the Plot | FAQs

Post-editing a Forest Plot | Drawing a Forest Plot | Editing the Forest Plot | Editing the Plot | Adding and Inserting Text | Adding Borders | Adding Grobs

A first plot | More than plotmath | Other packages | When is a label treated as math? | Tall formulas | Limitations

geom_latex() and element_latex() | Annotations | Without new functions | Markdown labels | Styling | Block titles