Simulated Pseudo-Individual Data Meta-Analysis with ABC-SMC

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Documentation for package ‘spima’ version 0.2.0

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bp_cont Blood Pressure Continuous Outcome Data
distance_functions Distance Functions for ABC-SMC
forest Generic forest plot
forest.spima Generic forest plot
gen_effect Generic Effect Size Data
kidney_bin Kidney Disease Binary Outcome Data
log_prior_density Evaluate log-prior density for a parameter vector
plot.spima_int Plot Treatment Effect Modification
prior Define Prior Distributions for ABC-SMC Parameters
run_abc_smc Run ABC-SMC Inference
sample_prior Sample from the joint prior
smc_control Control Parameters for ABC-SMC
spima spima: Simulated Pseudo-Individual Data Meta-Analysis
spima_bin_analyze Analyze Pseudo-IPD for Binary Outcome
spima_bin_distance Distance Functions for ABC-SMC
spima_bin_observed_stats Compute Observed Summary Statistics for Binary Data
spima_bin_simulate Simulate Pseudo-IPD for Binary Outcome
spima_bin_validate Validate Binary Outcome Input
spima_cont_analyze Analyze Pseudo-IPD for Continuous Outcome
spima_cont_distance Distance Functions for ABC-SMC
spima_cont_observed_stats Compute Observed Summary Statistics for Continuous Data
spima_cont_simulate Simulate Pseudo-IPD for Continuous Outcome
spima_cont_validate Validate Continuous Outcome Input
spima_forest Generic forest plot
spima_gamma_analyze Analyze Pseudo-IPD for Gamma Outcome
spima_gamma_distance Distance Function for Gamma Outcome
spima_gamma_observed_stats Compute Observed Summary Statistics for Gamma Data
spima_gamma_simulate Simulate Pseudo-IPD for Gamma Outcome
spima_gamma_validate Validate Gamma Outcome Input
spima_generic_analyze Analyze Pseudo-Data for Generic Effect-Size
spima_generic_distance Generic (effect-size) distance: weighted Euclidean distance on effects
spima_generic_observed_stats Compute Observed Summary Statistics for Generic Effect-Size
spima_generic_simulate Simulate Pseudo-Data for Generic Effect-Size
spima_generic_validate Validate Generic Effect-Size Input
spima_int SPI-MA Interaction Analysis
spima_int_validate SPI-MA Interaction Analysis