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  "Description": "Generates random assignments for common experimental\ndesigns and random samples for common sampling designs.",
  "URL": "https://declaredesign.org/r/randomizr/,\nhttps://github.com/DeclareDesign/randomizr",
  "BugReports": "https://github.com/DeclareDesign/randomizr/issues",
  "License": "MIT + file LICENSE",
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    "balanced_ra_probabilities",
    "block_and_cluster_ra",
    "block_and_cluster_ra_probabilities",
    "block_ra",
    "block_ra_probabilities",
    "cluster_ra",
    "cluster_ra_probabilities",
    "cluster_rs",
    "cluster_rs_probabilities",
    "complete_ra",
    "complete_ra_probabilities",
    "complete_rs",
    "complete_rs_probabilities",
    "conduct_ra",
    "declare_ra",
    "declare_rs",
    "draw_rs",
    "obtain_condition_probabilities",
    "obtain_inclusion_probabilities",
    "obtain_num_permutations",
    "obtain_permutation_matrix",
    "obtain_permutation_probabilities",
    "simple_ra",
    "simple_ra_probabilities",
    "simple_rs",
    "simple_rs_probabilities",
    "strata_and_cluster_rs",
    "strata_and_cluster_rs_probabilities",
    "strata_rs",
    "strata_rs_probabilities"
  ],
  "_help": [
    {
      "page": "randomizr-package",
      "title": "randomizr: Easy-to-Use Tools for Common Forms of Random Assignment and Sampling",
      "topics": [
        "randomizr-package",
        "randomizr"
      ]
    },
    {
      "page": "balanced_ra",
      "title": "Random assignment with tight targets",
      "topics": [
        "balanced_ra"
      ]
    },
    {
      "page": "balanced_ra_probabilities",
      "title": "Probabilities of assignment: Balanced Random Assignment",
      "topics": [
        "balanced_ra_probabilities"
      ]
    },
    {
      "page": "block_and_cluster_ra",
      "title": "Blocked and Clustered Random Assignment",
      "topics": [
        "block_and_cluster_ra"
      ]
    },
    {
      "page": "block_and_cluster_ra_probabilities",
      "title": "Probabilities of assignment: Blocked and Clustered Random Assignment",
      "topics": [
        "block_and_cluster_ra_probabilities"
      ]
    },
    {
      "page": "block_ra",
      "title": "Block Random Assignment",
      "topics": [
        "block_ra"
      ]
    },
    {
      "page": "block_ra_probabilities",
      "title": "Probabilities of assignment: Block Random Assignment",
      "topics": [
        "block_ra_probabilities"
      ]
    },
    {
      "page": "cluster_ra",
      "title": "Cluster Random Assignment",
      "topics": [
        "cluster_ra"
      ]
    },
    {
      "page": "cluster_ra_probabilities",
      "title": "Probabilities of assignment: Cluster Random Assignment",
      "topics": [
        "cluster_ra_probabilities"
      ]
    },
    {
      "page": "cluster_rs",
      "title": "Cluster Random Sampling",
      "topics": [
        "cluster_rs"
      ]
    },
    {
      "page": "cluster_rs_probabilities",
      "title": "Inclusion probabilities: Cluster Sampling",
      "topics": [
        "cluster_rs_probabilities"
      ]
    },
    {
      "page": "complete_ra",
      "title": "Complete Random Assignment",
      "topics": [
        "complete_ra"
      ]
    },
    {
      "page": "complete_ra_probabilities",
      "title": "Probabilities of assignment: Complete Random Assignment",
      "topics": [
        "complete_ra_probabilities"
      ]
    },
    {
      "page": "complete_rs",
      "title": "Complete Random Sampling",
      "topics": [
        "complete_rs"
      ]
    },
    {
      "page": "complete_rs_probabilities",
      "title": "Inclusion probabilities: Complete Random Sampling",
      "topics": [
        "complete_rs_probabilities"
      ]
    },
    {
      "page": "conduct_ra",
      "title": "Conduct a Random Assignment",
      "topics": [
        "conduct_ra"
      ]
    },
    {
      "page": "declare_ra",
      "title": "Declare a Random Assignment Procedure",
      "topics": [
        "declare_ra"
      ]
    },
    {
      "page": "declare_rs",
      "title": "Declare a Random Sampling Procedure",
      "topics": [
        "declare_rs"
      ]
    },
    {
      "page": "draw_rs",
      "title": "Draw a Random Sample",
      "topics": [
        "draw_rs"
      ]
    },
    {
      "page": "obtain_condition_probabilities",
      "title": "Obtain the Probability of the Condition Each Unit Is In",
      "topics": [
        "obtain_condition_probabilities"
      ]
    },
    {
      "page": "obtain_inclusion_probabilities",
      "title": "Obtain Inclusion Probabilities",
      "topics": [
        "obtain_inclusion_probabilities"
      ]
    },
    {
      "page": "obtain_num_permutations",
      "title": "Obtain the Number of Possible Permutations from a Random Assignment Declaration",
      "topics": [
        "obtain_num_permutations"
      ]
    },
    {
      "page": "obtain_permutation_matrix",
      "title": "Obtain Permutation Matrix from a Random Assignment Declaration",
      "topics": [
        "obtain_permutation_matrix"
      ]
    },
    {
      "page": "obtain_permutation_probabilities",
      "title": "Obtain the probabilities of permutations",
      "topics": [
        "obtain_permutation_probabilities"
      ]
    },
    {
      "page": "simple_ra",
      "title": "Simple Random Assignment",
      "topics": [
        "simple_ra"
      ]
    },
    {
      "page": "simple_ra_probabilities",
      "title": "Probabilities of assignment: Simple Random Assignment",
      "topics": [
        "simple_ra_probabilities"
      ]
    },
    {
      "page": "simple_rs",
      "title": "Simple Random Sampling",
      "topics": [
        "simple_rs"
      ]
    },
    {
      "page": "simple_rs_probabilities",
      "title": "Inclusion probabilities: Simple Random Sampling",
      "topics": [
        "simple_rs_probabilities"
      ]
    },
    {
      "page": "strata_and_cluster_rs",
      "title": "Stratified and Clustered Random Sampling",
      "topics": [
        "strata_and_cluster_rs"
      ]
    },
    {
      "page": "strata_and_cluster_rs_probabilities",
      "title": "Inclusion probabilities: Stratified and Clustered Random Sampling",
      "topics": [
        "strata_and_cluster_rs_probabilities"
      ]
    },
    {
      "page": "strata_rs",
      "title": "Stratified Random Sampling",
      "topics": [
        "strata_rs"
      ]
    },
    {
      "page": "strata_rs_probabilities",
      "title": "Inclusion probabilities: Stratified Random Sampling",
      "topics": [
        "strata_rs_probabilities"
      ]
    }
  ],
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      "package": "libstdc++6",
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      "name": "c++",
      "homepage": "http://gcc.gnu.org/",
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    }
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    {
      "source": "randomizr_vignette.Rmd",
      "filename": "randomizr_vignette.html",
      "title": "Design and Analysis of Experiments with randomizr",
      "author": "Alexander Coppock",
      "engine": "knitr::rmarkdown",
      "headings": [
        "A hypothetical experiment",
        "Simple random assignment",
        "Complete random assignment",
        "Simple and complete random assignment compared",
        "Block random assignment",
        "Balanced random assignment",
        "Clustered assignment",
        "Blocked and clustered assignment",
        "Calculating probabilities of assignment",
        "Best practices",
        "Random assignment procedure = Random assignment function",
        "Check probabilities of assignment directly",
        "Save your random assignment"
      ],
      "created": "2015-03-20 03:00:14",
      "modified": "2026-08-26 23:49:52",
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    },
    {
      "source": "balanced_ra.Rmd",
      "filename": "balanced_ra.html",
      "title": "Introduction to balanced_ra",
      "engine": "knitr::rmarkdown",
      "headings": [
        "Terms used in this article",
        "balanced_ra guarantees",
        "1. Demonstration",
        "Uneven blocks",
        "Balancing a covariate",
        "2. Logic",
        "Three C++ implementations",
        "2.1 Two-arm pivot",
        "One draw: four units, target 2.3",
        "Leftover pairing across blocks",
        "C++: cube_pivot_pass",
        "2.2 Multi-arm cube",
        "One draw: four units, three arms",
        "C++: the fair bet, the window, and per-block landing",
        "2.3 Cube-on-X",
        "One draw: $x=(1,2,3,6)$, $p_i=1/2$",
        "C++: the main loop",
        "C++: finding a direction",
        "3. Examples",
        "3.1 One winner from unequal chances",
        "3.2 Two-arm counts with blocks",
        "3.3 Three arms, no blocks",
        "3.4 Heterogeneous probabilities",
        "3.5 Clusters",
        "Clusters with a covariate",
        "3.6 formula plus blocks",
        "3.7 Multi-arm totals with blocks are not tight",
        "3.8 An attainable covariate total that is still missed",
        "3.9 An example of an attainable covariate total that never appears at all",
        "4. Analysing an assignment",
        "4.1 Weight by the probability of the condition received",
        "4.2 Standard errors: fine without formula, conservative with it",
        "5. Declaring the design",
        "6. Caveats",
        "References"
      ],
      "created": "2026-08-26 23:49:52",
      "modified": "2026-08-26 23:49:52",
      "commits": 1
    },
    {
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      "filename": "randomizr_guarantees.html",
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