Simulation of Correlated Data with Multiple Variable Types

calc_final_corr | Calculate Final Correlation Matrix |

calc_fisherk | Find Standardized Cumulants of Data based on Fisher's... |

calc_lower_skurt | Find Lower Boundary of Standardized Kurtosis for Polynomial... |

calc_moments | Find Standardized Cumulants of Data by Method of Moments |

calc_theory | Find Theoretical Standardized Cumulants for Continuous... |

cdf_prob | Calculate Theoretical Cumulative Probability for Continuous... |

chat_nb | Calculate Upper Frechet-Hoeffding Correlation Bound: Negative... |

chat_pois | Calculate Upper Frechet-Hoeffding Correlation Bound: Poisson... |

denom_corr_cat | Calculate Denominator Used in Intercorrelations Involving... |

error_loop | Error Loop to Correct Final Correlation of Simulated... |

error_vars | Generate Variables for Error Loop |

find_constants | Find Power Method Transformation Constants |

findintercorr | Calculate Intermediate MVN Correlation for Ordinal,... |

findintercorr2 | Calculate Intermediate MVN Correlation for Ordinal,... |

findintercorr_cat_nb | Calculate Intermediate MVN Correlation for Ordinal - Negative... |

findintercorr_cat_pois | Calculate Intermediate MVN Correlation for Ordinal - Poisson... |

findintercorr_cont | Calculate Intermediate MVN Correlation for Continuous... |

findintercorr_cont_cat | Calculate Intermediate MVN Correlation for Continuous -... |

findintercorr_cont_nb | Calculate Intermediate MVN Correlation for Continuous -... |

findintercorr_cont_nb2 | Calculate Intermediate MVN Correlation for Continuous -... |

findintercorr_cont_pois | Calculate Intermediate MVN Correlation for Continuous -... |

findintercorr_cont_pois2 | Calculate Intermediate MVN Correlation for Continuous -... |

findintercorr_nb | Calculate Intermediate MVN Correlation for Negative Binomial... |

findintercorr_pois | Calculate Intermediate MVN Correlation for Poisson Variables:... |

findintercorr_pois_nb | Calculate Intermediate MVN Correlation for Poisson - Negative... |

fleish | Fleishman's Third-Order Polynomial Transformation Equations |

fleish_Hessian | Fleishman's Third-Order Transformation Hessian Calculation... |

fleish_skurt_check | Fleishman's Third-Order Transformation Lagrangean Constraints... |

Headrick.dist | Examples of Constants Calculated by Headrick's Fifth-Order... |

H_params | Parameters for Examples of Constants Calculated by Headrick's... |

intercorr_fleish | Fleishman's Third-Order Polynomial Transformation... |

intercorr_poly | Headrick's Fifth-Order Polynomial Transformation Intermediate... |

max_count_support | Calculate Maximum Support Value for Count Variables:... |

nonnormvar1 | Generation of One Non-Normal Continuous Variable Using the... |

ordnorm | Calculate Intermediate MVN Correlation to Generate Variables... |

pdf_check | Check Polynomial Transformation Constants for Valid Power... |

plot_cdf | Plot Theoretical Power Method Cumulative Distribution... |

plot_pdf_ext | Plot Theoretical Power Method Probability Density Function... |

plot_pdf_theory | Plot Theoretical Power Method Probability Density Function... |

plot_sim_cdf | Plot Simulated (Empirical) Cumulative Distribution Function... |

plot_sim_ext | Plot Simulated Data and Target External Data for Continuous... |

plot_sim_pdf_ext | Plot Simulated Probability Density Function and Target PDF of... |

plot_sim_pdf_theory | Plot Simulated Probability Density Function and Target PDF by... |

plot_sim_theory | Plot Simulated Data and Target Distribution Data by Name or... |

poly | Headrick's Fifth-Order Polynomial Transformation Equations |

poly_skurt_check | Headrick's Fifth-Order Transformation Lagrangean Constraints... |

power_norm_corr | Calculate Power Method Correlation |

rcorrvar | Generation of Correlated Ordinal, Continuous, Poisson, and/or... |

rcorrvar2 | Generation of Correlated Ordinal, Continuous, Poisson, and/or... |

separate_rho | Separate Target Correlation Matrix by Variable Type |

sim_cdf_prob | Calculate Simulated (Empirical) Cumulative Probability |

SimMultiCorrData | Simulation of Correlated Data with Multiple Variable Types |

stats_pdf | Calculate Theoretical Statistics for a Valid Power Method PDF |

valid_corr | Determine Correlation Bounds for Ordinal, Continuous,... |

valid_corr2 | Determine Correlation Bounds for Ordinal, Continuous,... |

var_cat | Calculate Variance of Binary or Ordinal Variable |

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