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  "Package": "TOSTER",
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  "Title": "Two One-Sided Tests (TOST) Equivalence Testing",
  "Description": "Two one-sided tests (TOST) procedure to test equivalence\nfor t-tests, correlations, differences between proportions, and\nmeta-analyses, including power analysis for t-tests and\ncorrelations. Allows you to specify equivalence bounds in raw\nscale units or in terms of effect sizes. See: Lakens (2017)\n<doi:10.1177/1948550617697177>.",
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  "_pkgdown": "https://aaroncaldwell.us/TOSTERpkg/",
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  "_releases": [
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      "date": "2016-12-08"
    },
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      "version": "0.2.3",
      "date": "2017-03-11"
    },
    {
      "version": "0.2.4",
      "date": "2017-09-02"
    },
    {
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      "version": "0.3.1",
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      "date": "2018-05-08"
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      "date": "2018-08-03"
    },
    {
      "version": "0.4.0",
      "date": "2022-02-05"
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      "date": "2022-03-23"
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      "date": "2022-09-20"
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      "version": "0.6.0",
      "date": "2022-12-14"
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      "version": "0.7.1",
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      "date": "2024-04-16"
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      "date": "2025-02-06"
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      "date": "2025-08-22"
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  "_exports": [
    "as_htest",
    "boot_compare_cor",
    "boot_compare_smd",
    "boot_cor_test",
    "boot_log_TOST",
    "boot_ses_calc",
    "boot_smd_calc",
    "boot_t_test",
    "boot_t_TOST",
    "brunner_munzel",
    "compare_cor",
    "compare_smd",
    "corsum_test",
    "dataTOSTone",
    "dataTOSTpaired",
    "dataTOSTr",
    "dataTOSTtwo",
    "datatosttwoprop",
    "describe",
    "describe_htest",
    "df_htest",
    "equ_anova",
    "equ_ftest",
    "extract_r_paired",
    "log_TOST",
    "np_ses",
    "plot_cor",
    "plot_pes",
    "plot_smd",
    "power_eq_f",
    "power_t_TOST",
    "power_twoprop",
    "power_z_cor",
    "powerTOSTone",
    "powerTOSTone.raw",
    "powerTOSTpaired",
    "powerTOSTpaired.raw",
    "powerTOSTr",
    "powerTOSTtwo",
    "powerTOSTtwo.prop",
    "powerTOSTtwo.raw",
    "rbs",
    "ses_calc",
    "simple_htest",
    "smd_calc",
    "t_TOST",
    "TOSTmeta",
    "TOSTone",
    "TOSTone.raw",
    "TOSTpaired",
    "TOSTpaired.raw",
    "TOSTr",
    "TOSTtwo",
    "TOSTtwo.prop",
    "TOSTtwo.raw",
    "tsum_TOST",
    "twoprop_test",
    "wilcox_TOST",
    "z_cor_test"
  ],
  "_datasets": [
    {
      "name": "hawthorne",
      "title": "Data",
      "object": "hawthorne",
      "class": [
        "data.frame"
      ],
      "fields": [
        "participant_ID",
        "totaldrinking.x",
        "group",
        "totaldrinking.y",
        "totaldrinking.diff"
      ],
      "rows": 5474,
      "table": true,
      "tojson": true
    }
  ],
  "_help": [
    {
      "page": "as_htest",
      "title": "Convert TOSTER Results to Class 'htest'",
      "concept": [
        "htest"
      ],
      "topics": [
        "as_htest"
      ]
    },
    {
      "page": "boot_compare_cor",
      "title": "Comparing Correlations Between Independent Studies with Bootstrapping",
      "concept": [
        "compare studies"
      ],
      "topics": [
        "boot_compare_cor"
      ]
    },
    {
      "page": "boot_compare_smd",
      "title": "Comparing Standardized Mean Differences (SMDs) Between Independent Studies with Bootstrapping",
      "concept": [
        "compare studies"
      ],
      "topics": [
        "boot_compare_smd"
      ]
    },
    {
      "page": "boot_cor_test",
      "title": "Bootstrapped Correlation Coefficients",
      "concept": [
        "Correlations"
      ],
      "topics": [
        "boot_cor_test"
      ]
    },
    {
      "page": "boot_log_TOST",
      "title": "Bootstrapped TOST with Log Transformed t-tests",
      "concept": [
        "Robust tests",
        "TOST"
      ],
      "topics": [
        "boot_log_TOST",
        "boot_log_TOST.default",
        "boot_log_TOST.formula"
      ]
    },
    {
      "page": "boot_ses_calc",
      "title": "Bootstrapped Standardized Effect Size (SES) Calculation",
      "concept": [
        "effect sizes"
      ],
      "topics": [
        "boot_ses_calc",
        "boot_ses_calc.default",
        "boot_ses_calc.formula"
      ]
    },
    {
      "page": "boot_smd_calc",
      "title": "Bootstrapped Standardized Mean Difference (SMD) Calculation",
      "concept": [
        "effect sizes"
      ],
      "topics": [
        "boot_smd_calc",
        "boot_smd_calc.default",
        "boot_smd_calc.formula"
      ]
    },
    {
      "page": "boot_t_test",
      "title": "Bootstrapped t-test",
      "concept": [
        "Robust tests"
      ],
      "topics": [
        "boot_t_test",
        "boot_t_test.default",
        "boot_t_test.formula"
      ]
    },
    {
      "page": "boot_t_TOST",
      "title": "Bootstrapped TOST with t-tests",
      "concept": [
        "Robust tests",
        "TOST"
      ],
      "topics": [
        "boot_t_TOST",
        "boot_t_TOST.default",
        "boot_t_TOST.formula"
      ]
    },
    {
      "page": "brunner_munzel",
      "title": "Brunner-Munzel Test",
      "concept": [
        "Robust tests"
      ],
      "topics": [
        "brunner_munzel",
        "brunner_munzel.default",
        "brunner_munzel.formula"
      ]
    },
    {
      "page": "compare_cor",
      "title": "Comparing Two Independent Correlation Coefficients",
      "concept": [
        "compare studies"
      ],
      "topics": [
        "compare_cor"
      ]
    },
    {
      "page": "compare_smd",
      "title": "Comparing Standardized Mean Differences (SMDs) Between Independent Studies",
      "concept": [
        "compare studies"
      ],
      "topics": [
        "compare_smd"
      ]
    },
    {
      "page": "corsum_test",
      "title": "Association/Correlation Test from Summary Statistics",
      "concept": [
        "Correlations"
      ],
      "topics": [
        "corsum_test"
      ]
    },
    {
      "page": "dataTOSTone",
      "title": "TOST One Sample T-Test",
      "topics": [
        "dataTOSTone"
      ]
    },
    {
      "page": "dataTOSTpaired",
      "title": "TOST Paired Samples T-Test",
      "topics": [
        "dataTOSTpaired"
      ]
    },
    {
      "page": "dataTOSTr",
      "title": "TOST Correlation",
      "topics": [
        "dataTOSTr"
      ]
    },
    {
      "page": "dataTOSTtwo",
      "title": "TOST Independent Samples T-Test",
      "topics": [
        "dataTOSTtwo"
      ]
    },
    {
      "page": "datatosttwoprop",
      "title": "TOST Two Proportions",
      "topics": [
        "datatosttwoprop"
      ]
    },
    {
      "page": "equ_anova",
      "title": "Equivalence Test for ANOVA Results",
      "concept": [
        "f-test"
      ],
      "topics": [
        "equ_anova"
      ]
    },
    {
      "page": "equ_ftest",
      "title": "Equivalence Test using an F-test",
      "concept": [
        "f-test"
      ],
      "topics": [
        "equ_ftest"
      ]
    },
    {
      "page": "extract_r_paired",
      "title": "Extract Paired Correlation",
      "topics": [
        "extract_r_paired"
      ]
    },
    {
      "page": "hawthorne",
      "title": "Data",
      "topics": [
        "hawthorne"
      ]
    },
    {
      "page": "htest-helpers",
      "title": "Helper Functions for Working with 'htest' Objects",
      "concept": [
        "htest"
      ],
      "topics": [
        "describe_htest",
        "df_htest",
        "htest-helpers"
      ]
    },
    {
      "page": "log_TOST",
      "title": "TOST with log transformed t-tests",
      "concept": [
        "Robust tests"
      ],
      "topics": [
        "log_TOST",
        "log_TOST.default",
        "log_TOST.formula"
      ]
    },
    {
      "page": "plot_cor",
      "title": "Plot Correlation Coefficients",
      "concept": [
        "Correlations",
        "plotting functions"
      ],
      "topics": [
        "plot_cor"
      ]
    },
    {
      "page": "plot_pes",
      "title": "Plot Partial Eta-Squared",
      "concept": [
        "plotting functions"
      ],
      "topics": [
        "plot_pes"
      ]
    },
    {
      "page": "plot_smd",
      "title": "Plot Distribution of Standardized Mean Difference (SMD)",
      "concept": [
        "plotting functions"
      ],
      "topics": [
        "plot_smd"
      ]
    },
    {
      "page": "power_eq_f",
      "title": "Power Analysis for F-test Equivalence Testing",
      "concept": [
        "power"
      ],
      "topics": [
        "power_eq_f"
      ]
    },
    {
      "page": "power_t_TOST",
      "title": "Power calculations for TOST with t-tests",
      "concept": [
        "power"
      ],
      "topics": [
        "power_t_TOST"
      ]
    },
    {
      "page": "power_twoprop",
      "title": "TOST Power for Tests of Two Proportions",
      "topics": [
        "powerTOSTtwo.prop",
        "power_twoprop"
      ]
    },
    {
      "page": "power_z_cor",
      "title": "Power Calculations for Correlations",
      "concept": [
        "Correlations",
        "power"
      ],
      "topics": [
        "powerTOSTr",
        "power_z_cor"
      ]
    },
    {
      "page": "powerTOSTone",
      "title": "Power One Sample t-test",
      "topics": [
        "powerTOSTone",
        "powerTOSTone.raw"
      ]
    },
    {
      "page": "powerTOSTpaired",
      "title": "Power Paired Sample t-test",
      "topics": [
        "powerTOSTpaired",
        "powerTOSTpaired.raw"
      ]
    },
    {
      "page": "powerTOSTtwo",
      "title": "Power Two Sample t-test",
      "topics": [
        "powerTOSTtwo",
        "powerTOSTtwo.raw"
      ]
    },
    {
      "page": "rbs",
      "title": "Non-parametric standardized effect sizes (replicates of ses_calc)",
      "topics": [
        "np_ses",
        "rbs"
      ]
    },
    {
      "page": "ses_calc",
      "title": "Standardized Effect Size (SES) Calculation",
      "concept": [
        "effect sizes"
      ],
      "topics": [
        "ses_calc",
        "ses_calc.default",
        "ses_calc.formula"
      ]
    },
    {
      "page": "simple_htest",
      "title": "One, Two, and Paired Samples Hypothesis Tests with Extended Options",
      "concept": [
        "TOST",
        "htest"
      ],
      "topics": [
        "simple_htest",
        "simple_htest.default",
        "simple_htest.formula"
      ]
    },
    {
      "page": "smd_calc",
      "title": "Standardized Mean Difference (SMD) Calculation",
      "concept": [
        "effect sizes"
      ],
      "topics": [
        "smd_calc",
        "smd_calc.default",
        "smd_calc.formula"
      ]
    },
    {
      "page": "t_TOST",
      "title": "Two One-Sided T-tests (TOST) for Equivalence Testing",
      "concept": [
        "TOST"
      ],
      "topics": [
        "t_TOST",
        "t_TOST.default",
        "t_TOST.formula"
      ]
    },
    {
      "page": "TOSTmeta",
      "title": "TOST function for meta-analysis",
      "topics": [
        "TOSTmeta"
      ]
    },
    {
      "page": "TOSTnp-methods",
      "title": "Methods for TOSTnp objects",
      "topics": [
        "describe.TOSTnp",
        "print.TOSTnp",
        "TOSTnp-methods"
      ]
    },
    {
      "page": "TOSTone",
      "title": "TOST function for a one-sample t-test (Cohen's d)",
      "topics": [
        "TOSTone",
        "TOSTone.raw"
      ]
    },
    {
      "page": "TOSTpaired",
      "title": "TOST function for a dependent t-test (Cohen's dz)",
      "topics": [
        "TOSTpaired",
        "TOSTpaired.raw"
      ]
    },
    {
      "page": "TOSTr",
      "title": "TOST function for a correlations",
      "topics": [
        "TOSTr"
      ]
    },
    {
      "page": "TOSTt-methods",
      "title": "Methods for TOSTt objects",
      "topics": [
        "describe",
        "describe.TOSTt",
        "plot.TOSTt",
        "print.TOSTt",
        "TOSTt-methods"
      ]
    },
    {
      "page": "TOSTtwo",
      "title": "TOST function for an independent t-test (Cohen's d)",
      "topics": [
        "TOSTtwo",
        "TOSTtwo.raw"
      ]
    },
    {
      "page": "TOSTtwo.prop",
      "title": "TOST function for two proportions (raw scores)",
      "topics": [
        "TOSTtwo.prop"
      ]
    },
    {
      "page": "tsum_TOST",
      "title": "TOST with t-tests from Summary Statistics",
      "concept": [
        "TOST"
      ],
      "topics": [
        "tsum_TOST"
      ]
    },
    {
      "page": "twoprop_test",
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