BinNor: An R Package for Concurrent Generation of Binary and Normal Data

DOI10.1080/03610918.2012.707725zbMath1291.62077OpenAlexW2062453690MaRDI QIDQ5415871

Anup Amatya, Beyza Doganay, Hakan Demirtas

Publication date: 19 May 2014

Published in: Communications in Statistics - Simulation and Computation (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/03610918.2012.707725

zbMATH Keywords

phi coefficientbiserial correlationtetrachoric correlation

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10) Bootstrap, jackknife and other resampling methods (62F40)

Related Items (4)

Simultaneous estimation and inference for multiple response variables ⋮ Comparison of Type I error rates and statistical power of different propensity score methods ⋮ A comparison of methods for simulating correlated binary variables with specified marginal means and correlations ⋮ Mixed data generation packages and related computational tools in R

Uses Software

• R
• Matrix
• Binnor
• corpor
• BinNonNor

Cites Work

• A method for simulating non-normal distributions
• Computing the nearest correlation matrix--a problem from finance
• BinNonNor
• Simulating multivariate nonnormal distributions
• Computing a nearest symmetric positive semidefinite matrix
• A Practical Way for Computing Approximate Lower and Upper Correlation Bounds
• Statistical Simulation
• A family of multivariate binary distributions for simulating correlated binary variables with specified marginal means and correlations
• A method for multivariate ordinal data generation given marginal distributions and correlations

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