FBMS-package            Flexible Bayesian Model Selection and Model
                        Averaging
SangerData2             Gene Expression Data for Lymphoblastoid Cell
                        Lines of 210 Unrelated HapMap individuals from
                        four populations
abalone                 Physical Measurements of 4177 Abalones, a
                        Species of Sea Snail.
aggr                    Generic for Accessing Aggregated Predictions
aggr.fbms_predict       Access Aggregated Predictions
arcsinh                 Arcsinh Transform
breastcancer            Breast Cancer Wisconsin (Diagnostic) Data Set
coef.bgnlm_model        Coefficients for BGNLM Model
coef.gmjmcmc            Coefficients for GMJMCMC Model
coef.gmjmcmc_merged     Coefficients for GMJMCMC Merged Model
coef.mjmcmc             Coefficients for MJMCMC Model
coef.mjmcmc_parallel    Coefficients for MJMCMC Parallel Model
compute_effects         Compute Effects for Specified Covariates Using
                        a Fitted Model
cos_deg                 Cosine Function for Degrees
diagn_plot              Plot Convergence Diagnostics for GMJMCMC or
                        GMJMCMC Merged Results
erf                     Erf Function
exoplanet               Excerpt from the Open Exoplanet Catalogue Data
                        Set
exp_dbl                 Double Exponential Function
fbms                    Fit a BGNLM Model Using MJMCMC or GMJMCMC
                        Sampling.
fbms.mlik.master        Master Log Marginal Likelihood Function
fitted.fbms_predict     Access Fitted Values
gaussian.loglik         Log Likelihood Function for Gaussian Regression
                        with a Jeffreys Prior and BIC Approximation
gelu                    GELU Function
gen.params.gmjmcmc      Generate a Parameter List for GMJMCMC
                        (Genetically Modified MJMCMC)
gen.params.mjmcmc       Generate a Parameter List for MJMCMC (Mode
                        Jumping MCMC)
gen.probs.gmjmcmc       Generate a Probability List for GMJMCMC
                        (Genetically Modified MJMCMC)
gen.probs.mjmcmc        Generate a Probability List for MJMCMC (Mode
                        Jumping MCMC)
get.best.model          Extract the Best Model from MJMCMC or GMJMCMC
                        Results
get.mpm.model           Retrieve the Median Probability Model (MPM)
gmjmcmc                 Main Algorithm for GMJMCMC (Genetically
                        Modified MJMCMC)
gmjmcmc.parallel        Run Multiple GMJMCMC (Genetically Modified
                        MJMCMC) Runs in Parallel.
hs                      Heavy Side Function
impute_x                Impute Missing Values in the Data
impute_x_pred           Impute Missing Values in Test Data Using
                        Training Data
log_prior               Log Model Prior Function
logistic.loglik         Log Likelihood Function for Logistic Regression
                        with a Jeffreys Parameter Prior and BIC
                        Approximations of the Posterior.
marginal.probs          Function for Calculating Marginal Inclusion
                        Probabilities of Features Given a List of
                        Models
merge_results           Merge a List of Multiple Results from Many Runs
mjmcmc                  Main Algorithm for MJMCMC (Genetically Modified
                        MJMCMC)
mjmcmc.parallel         Run Multiple MJMCMC Runs in Parallel, Merging
                        the Results Before Returning.
model.string            Function to Generate a Function String for a
                        Model Consisting of Features
ngelu                   Negative GELU Function
nhs                     Negative Heavy Side Function
not                     Not x
nrelu                   Negative ReLU Function
p0                      p0 Polynomial Term
p05                     p05 Polynomial Term
p0p0                    p0p0 Polynomial Term
p0p05                   p0p05 Polynomial Term
p0p1                    p0p1 Polynomial Term
p0p2                    p0p2 Polynomial Term
p0p3                    p0p3 Polynomial Term
p0pm05                  p0pm05 Polynomial Term
p0pm1                   p0pm1 Polynomial Terms
p0pm2                   p0pm2 Polynomial Term
p2                      p2 Polynomial Term
p3                      p3 Polynomial Term
plot.bgnlm_model        Plot BGNLM Model
plot.fbms_predict       Plot FBMS Prediction Object
plot.gmjmcmc            Function to Plot GMJMCMC Results and Merged
                        Results from merge.results
plot.gmjmcmc_merged     Plot a gmjmcmc_merged Run
plot.mjmcmc             Function to Plot GMJMCMC Results and Merged
                        Results from merge.results
plot.mjmcmc_parallel    Plot an mjmcmc_parallel Run
pm05                    pm05 Polynomial Term
pm1                     pm1 Polynomial Term
pm2                     pm2 Polynomial Term
predict.bgnlm_model     Predict Responses from a BGNLM Model
predict.gmjmcmc         Predict Using a GMJMCMC Result Object
predict.gmjmcmc_merged
                        Predict Using a Merged GMJMCMC Result Object
predict.gmjmcmc_parallel
                        Predict Using a GMJMCMC Result Object from a
                        Parallel Run
predict.mjmcmc          Predict Using an MJMCMC Result Object
predict.mjmcmc_parallel
                        Predict Using an MJMCMC Result Object from a
                        Parallel Run
predmean                Generic for Accessing Mean Predictions
predmean.fbms_predict   Access Mean Predictions
predquantiles           Generic for Accessing Quantile Predictions
predquantiles.fbms_predict
                        Access Quantile Predictions
print.bgnlm_model       Print BGNLM Model Object
print.fbms_predict      Print FBMS Prediction Object
print.feature           Print Method for \"feature\" Class
print.gmjmcmc           Print GMJMCMC Model Object
print.gmjmcmc_merged    Print GMJMCMC Merged Model Object
print.mjmcmc            Print MJMCMC Model Object
print.mjmcmc_parallel   Print MJMCMC Parallel Model Object
relu                    ReLU Function
residuals.bgnlm_model   Residuals for BGNLM Model
residuals.gmjmcmc       Residuals for GMJMCMC Model
residuals.gmjmcmc_merged
                        Residuals for GMJMCMC Merged Model
residuals.mjmcmc        Residuals for MJMCMC Model
residuals.mjmcmc_parallel
                        Residuals for MJMCMC Parallel Model
rmclapply               rmclapply: Cross-Platform mclapply/Forking Hack
                        for Windows
set.transforms          Set the Transformations Option for GMJMCMC
                        (Genetically Modified MJMCMC).
sigmoid                 Sigmoid Function
sin_deg                 Sine Function for Degrees
sqroot                  Square Root Function
string.population       Function to Get a Character Representation of a
                        List of Features
string.population.models
                        Function to Get a Character Representation of a
                        List of Models
summary.fbms_predict    Summary of FBMS Prediction Object
summary.gmjmcmc         Function to Print a Quick Summary of the
                        Results
summary.gmjmcmc_merged
                        Function to Print a Quick Summary of the
                        Results
summary.mjmcmc          Function to Print a Quick Summary of the
                        Results
summary.mjmcmc_parallel
                        Function to Print a Quick Summary of the
                        Results
troot                   Cube Root Function
