Package index • Dyn4cast

Functions

Main functions available in Dyn4cast

corplot(): Custom plot of correlation matrix
DynamicForecast(): Dynamic Forecast of Five Models and their Ensembles
estimate_plot(): Plot of Order of Significance of Estimated Regression Coefficients
formattedcut(): Convert continuous vector variable to formatted factors
garrett_ranking(): Garrett Ranking of Categorical Data
gender(): Create Gender Variable
index_construction(): Index Construction for estimation of Exposure or Sensitivity
Linearsystems(): Linear Model and various Transformations for Efficiency
MallowsCp(): Computation of MallowsCp
mdi(): Sequential Computation of Dynamic Multidimensional Indices (MDI)
MLMetrics(): Collection of Machine Learning Model Metrics for Easy Reference
model_factors(): Latent Factors Recovery from Variables Loadings
odds_summary(): Odds-Based Measures for Binary and Categorical Models
Percent(): Attach Per Cent Sign to Data
plot_mdi(): Plots of Multidimensional Index Measures
quicksummary(): Quick Formatted Summary of Machine Learning Data
relative_likert(): Convert Likert Data to Relative Scores and knowledge-based Adaptive Capacity
data_transform(): Standardize data.frame for comparable Machine Learning prediction and visualization
treatment_model(): Enhanced Estimation of Treatment Effects of Binary Data from Randomized Experiments
Model_factors(): Deprecated functions in Dyn4cast

Data included in the package

DynamicForecast(): Dynamic Forecast of Five Models and their Ensembles
MLMetrics(): Collection of Machine Learning Model Metrics for Easy Reference
garrett_ranking(): Garrett Ranking of Categorical Data
Linearsystems(): Linear Model and various Transformations for Efficiency
mdi(): Sequential Computation of Dynamic Multidimensional Indices (MDI)
quicksummary(): Quick Formatted Summary of Machine Learning Data
data_transform(): Standardize data.frame for comparable Machine Learning prediction and visualization
treatment_model(): Enhanced Estimation of Treatment Effects of Binary Data from Randomized Experiments