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mixedfact  

Generate and Analyze Mixed-Level Blocked Factorial Designs
View on CRAN: Click here


Download and install mixedfact package within the R console
Install from CRAN:
install.packages("mixedfact")

Install from Github:
library("remotes")
install_github("cran/mixedfact")

Install by package version:
library("remotes")
install_version("mixedfact", "0.1.1")



Attach the package and use:
library("mixedfact")
Maintained by
Sukanta Dash
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2025-12-10
Latest Update: 2025-12-10
Description:
Generates blocked designs for mixed-level factorial experiments for a given block size. Internally, it uses finite-field based, collapsed, and heuristic methods to construct block structures that minimize confounding between block effects and factorial effects. The package creates the full treatment combination table, partitions runs into blocks, and computes detailed confounding diagnostics for main effects and two-factor interactions. It also checks orthogonal factorial structure (OFS) and computes efficiencies of factorial effects using the methods of Nair and Rao (1948) <doi:10.1111/j.2517-6161.1948.tb00005.x>. When OFS is not satisfied but the design has equal treatment replications and equal block sizes, a general method based on the C-matrix and custom contrast vectors is used to compute efficiencies. The output includes the generated design, finite-field metadata, confounding summaries, OFS diagnostics, and efficiency results.
How to cite:
Sukanta Dash (2025). mixedfact: Generate and Analyze Mixed-Level Blocked Factorial Designs. R package version 0.1.1, https://cran.r-project.org/web/packages/mixedfact. Accessed 11 Mar. 2026.
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