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Confidence Interval Methods22 days ago
Example Analysis | Create a Trial Sequence Object | Sandwich Confidence Intervals | Nonparametric Bootstrap | LEF Bootstrap Methods | LEF Outcome | LEF Both | Jackknife Methods | Jackknife Wald | Jackknife MVN | Additional Notes | Reference
TrialEmulation 0.0.4.11Isaac Gravestock confidence_intervals.Rmd
New Interface3 months ago
User Interface | Observational Data | Weight Models | Censoring due to treatment switching | Other informative censoring | Calculate Weights | Specify Outcome Model | Expand Trials | Set Expansion Options | Create Sequence of Trials Data | Sample or Load from Expanded Data | Fit Marginal Structural Model | Inference | Flowchart
TrialEmulation 0.0.4.11Isaac Gravestock new-interface.Rmd
Getting-Started8 months ago
Required Data | All-in-one analysis | Flexible Analysis
TrialEmulation 0.0.4.11Isaac Gravestock Getting-Started.Rmd
Anchored Survival Analysis11 months ago
Loading R packages | Illustration using example data | Using bootstrap to calculate standard errors | Visualizing effect estimates with forest plot
maicplus 0.1.2.9000Isaac Gravestock anchored_survival.Rmd
Testing PH assumptions11 months ago
Loading R packages | Introduction | Unanchored case | Anchored case
maicplus 0.1.2.9000Isaac Gravestock testing_ph_assumptions.Rmd
Unanchored Survival Analysis11 months ago
Loading R packages | Illustration using example data | Using bootstrap to calculate standard errors | Visualizing effect estimates with forest plot | References
maicplus 0.1.2.9000Isaac Gravestock unanchored_survival.Rmd
Anchored Binary Analysis1 years ago
Loading R packages | Illustration using example data | Using bootstrap to calculate standard errors
maicplus 0.1.2.9000Isaac Gravestock anchored_binary.Rmd
Unanchored Binary Analysis2 years ago
Loading R packages | Illustration using example data | Using bootstrap to calculate standard errors | References
maicplus 0.1.2.9000Isaac Gravestock unanchored_binary.Rmd
Kaplan-Meier Plots2 years ago
Loading R packages | Introduction | Unanchored case | Anchored case | References
maicplus 0.1.2.9000Isaac Gravestock kaplan_meier_plots.Rmd
Preprocessing and Calculating Weights2 years ago
Loading R packages | Preprocessing | Preprocessing IPD | Preprocessing aggregate data | How _SD prefix is handled | How _MEDIAN prefix is handled | Centering IPD | Calculating weights | References
maicplus 0.1.2.9000Isaac Gravestock calculating_weights.Rmd
Introduction2 years ago
Statistical theory behind MAIC | References
maicplus 0.1.2.9000Isaac Gravestock introduction.Rmd
Extending-TrialEmulation2 years ago
Introduction | Model fitters | Classes and Slots | User Constructor | Methods | fit_weights_model | fit_outcome_model | predict | Data Stores | show | save_expanded_data | read_expanded_data | sample_expanded_data
TrialEmulation 0.0.4.11Isaac Gravestock Extending-TrialEmulation.Rmd
Analysing data with psborrow4 years ago
Analysis Model | Example of use | References
psborrow 0.2.4Isaac Gravestock analysis.html.asis
User Guide: Dynamic Borrowing with psborrow4 years ago
User Guide: Dynamic Borrowing with psborrow | Install the package | Simulate covariates | Survival | Bayesian analysis | Posterior summary statistics | Package Options
psborrow 0.2.4Isaac Gravestock user_guide.html.asis