R: Flexible Maximum Likelihood Regression with Gradient-Based Optimisation

# Flexible Maximum Likelihood Regression with Gradient-Based Optimisation

## Documentation for package ‘xreg2’ version 0.1.4

- DESCRIPTION file

## Help Pages

AIC.xreg2 | AIC for an xreg2 Model
ARE | Average Relative Error
ARE.data.frame | Average Relative Error
ARE.matrix | Average Relative Error
ARE.numeric | Average Relative Error
ARE_conform | Average Relative Error
BIC.xreg2 | BIC for an xreg2 Model
c.xreg2Control | Combine xreg2 Control Objects
c.xreg2ControlList | Combine xreg2 Control Objects
combmean | Combined mean of two groups
combmeans | Combined mean of multiple groups
combmssds | Combined mean, SD and n for multiple groups
combsd | Combined standard deviation of two groups
combsds | Combined SD of multiple groups
comp_table | Comparison Table
erMAX | Maximum Absolute Relative Error
erMAX.data.frame | Maximum Absolute Relative Error
erMAX.matrix | Maximum Absolute Relative Error
erMAX.numeric | Maximum Absolute Relative Error
fisher_icc | Fisher's ICC
fisher_icc.data.frame | Fisher's ICC
fisher_icc.matrix | Fisher's ICC
fisher_icc.numeric | Fisher's ICC
fixdist | Standardise Distribution Name
getd | Get Distribution Function
getf | Get Distribution Function
getMean | Mean of a distribution
getp | Get Distribution Function
getq | Get Distribution Function
getr | Get Distribution Function
getSD | Standard deviation of a distribution
getVar | Variance of a distribution
is.wholenumber | Test for Whole Number
just_CCC | Lin's CCC (simplified)
just_CCC.data.frame | Lin's CCC (simplified)
just_CCC.matrix | Lin's CCC (simplified)
just_CCC.numeric | Lin's CCC (simplified)
LCCC | Lin's Concordance Correlation Coefficient
MAE | Mean Absolute Error
MAE.data.frame | Mean Absolute Error
MAE.matrix | Mean Absolute Error
MAE.numeric | Mean Absolute Error
MAPE | Mean Absolute Relative Error (MARE / MAPE)
MARE | Mean Absolute Relative Error (MARE / MAPE)
MARE.data.frame | Mean Absolute Relative Error (MARE / MAPE)
MARE.matrix | Mean Absolute Relative Error (MARE / MAPE)
MARE.numeric | Mean Absolute Relative Error (MARE / MAPE)
MBE | Mean Bias Error
MBE.data.frame | Mean Bias Error
MBE.matrix | Mean Bias Error
MBE.numeric | Mean Bias Error
ordD | Order Statistic Density
ordE | Order Statistic Expected Value
ordEp | Order Statistic Expected Probabilities
predict.xreg2 | Predict from an xreg2 Model
print.xreg2 | Print an xreg2 Model
pRMSE | Root Mean Square Error
quant_fun | Quantile Summary
quant_funs | Quantile Summaries (Matrix)
quant_funst | Transposed Quantile Summaries (Matrix)
quant_funs_groups | Quantile Summaries by Group
quant_fun_groups | Quantile Summaries by Group
ReMSE | Relative Mean Squared Error
ReMSE.data.frame | Relative Mean Squared Error
ReMSE.matrix | Relative Mean Squared Error
ReMSE.numeric | Relative Mean Squared Error
ReMSE_conform | Relative Mean Squared Error
RMSE | Root Mean Square Error
RMSE.data.frame | Root Mean Square Error
RMSE.matrix | Root Mean Square Error
RMSE.numeric | Root Mean Square Error
RMSRE | Root Mean Square Relative Error
RMSRE.data.frame | Root Mean Square Relative Error
RMSRE.matrix | Root Mean Square Relative Error
RMSRE.numeric | Root Mean Square Relative Error
rRMSE | Root Mean Square Error
summary.xreg2 | Summarise an xreg2 Model
tstat | t-Statistic
tstat.data.frame | t-Statistic
tstat.matrix | t-Statistic
tstat.numeric | t-Statistic
t_test2 | Two-Sample t-Test from Summary Statistics
U95 | Uncertainty at 95 Percent
U95.data.frame | Uncertainty at 95 Percent
U95.matrix | Uncertainty at 95 Percent
U95.numeric | Uncertainty at 95 Percent
xreg2_cont | General Continuous Negative Log-Likelihood
xreg2_control | Create xreg2 Control Object
xreg2_cont_normal | Continuous Normal Negative Log-Likelihood
xreg2_cont_r_lnorm | Continuous Log-Normal Negative Log-Likelihood with Random Intercept
xreg2_cont_r_normal | Continuous Normal Negative Log-Likelihood with Random Intercept
xreg2_dich_logistic | Dichotomous Logistic Negative Log-Likelihood
xreg2_fit | Fit xreg2 Model
xreg2_fit_s | Fit xreg2 Model from Pre-Structured Data
xreg2_hyreg | Hybrid Regression (xreg2 version)
xreg2_optim | Optimise an xreg2 Model