{
    "info": {
        "author": "Steve Howard",
        "author_email": "steve@thumbtack.com",
        "bugtrack_url": null,
        "classifiers": [],
        "description": "Tools for statistical analysis of A/B test results.\n\nABBA provides several statistical tools for analysis of binomial data, typically resulting from A/B\ntests:\n\n* Wald and Agresti-Coull confidence intervals on binomial proportions\n* Confidence intervals on the difference and ratio of two binomial proportions\n* Hypothesis tests for inequality of two binomial proportions\n* Multiple test correction for control of familywise error rate\n\nSome simple example usage::\n\n    >>> import abba.stats\n    >>> abba.stats.confidence_interval_on_proportion(\n    ...     num_successes=50, num_trials=200, confidence_level=0.99)\n    ValueWithInterval(value=0.25, lower_bound=0.17962262748069852, upper_bound=0.33643200973247306)\n\n    >>> experiment = abba.stats.Experiment(\n    ...     num_trials=5, baseline_num_successes=50, baseline_num_trials=200)\n    >>> results = experiment.get_results(num_successes=70, num_trials=190)\n    >>> results.relative_improvement\n    ValueWithInterval(value=0.4736842105263157, lower_bound=-0.014130868125315277, upper_bound=0.90421878236700903)\n    >>> results.two_tailed_p_value\n    0.047886616311815511\n\n\nABBA requires SciPy for underlying statistical functions.\n\nFor more info, see the docstrings, unit tests, and the ABBA website (including an interactive\nJavascript version) at http://www.thumbtack.com/labs/abba/.",
        "description_content_type": null,
        "docs_url": null,
        "download_url": "UNKNOWN",
        "downloads": {
            "last_day": -1,
            "last_month": -1,
            "last_week": -1
        },
        "home_page": "http://www.thumbtack.com/labs/abba/",
        "keywords": null,
        "license": "LICENSE.txt",
        "maintainer": null,
        "maintainer_email": null,
        "name": "ABBA",
        "package_url": "https://pypi.org/project/ABBA/",
        "platform": "UNKNOWN",
        "project_url": "https://pypi.org/project/ABBA/",
        "project_urls": {
            "Download": "UNKNOWN",
            "Homepage": "http://www.thumbtack.com/labs/abba/"
        },
        "release_url": "https://pypi.org/project/ABBA/0.1.0/",
        "requires_dist": null,
        "requires_python": null,
        "summary": "Tools for statistical analysis of A/B test results",
        "version": "0.1.0",
        "yanked": false,
        "yanked_reason": null
    },
    "last_serial": 6013524,
    "releases": {
        "0.1.0": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "d2c8b66fa06592eab22d5bf930193ef9",
                    "sha256": "b733c8f7b88bfa8e3148396339c163bb3ffdbca661ccea334080d4aa5453ea53"
                },
                "downloads": -1,
                "filename": "ABBA-0.1.0.tar.gz",
                "has_sig": false,
                "md5_digest": "d2c8b66fa06592eab22d5bf930193ef9",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 6293,
                "upload_time": "2012-09-28T01:55:15",
                "upload_time_iso_8601": "2012-09-28T01:55:15.749233Z",
                "url": "https://files.pythonhosted.org/packages/a9/31/a4625be8bdd38abaf442c066fc8f2ee217aba448ec9c298e1ec0f08b4e1f/ABBA-0.1.0.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ]
    },
    "urls": [
        {
            "comment_text": "",
            "digests": {
                "md5": "d2c8b66fa06592eab22d5bf930193ef9",
                "sha256": "b733c8f7b88bfa8e3148396339c163bb3ffdbca661ccea334080d4aa5453ea53"
            },
            "downloads": -1,
            "filename": "ABBA-0.1.0.tar.gz",
            "has_sig": false,
            "md5_digest": "d2c8b66fa06592eab22d5bf930193ef9",
            "packagetype": "sdist",
            "python_version": "source",
            "requires_python": null,
            "size": 6293,
            "upload_time": "2012-09-28T01:55:15",
            "upload_time_iso_8601": "2012-09-28T01:55:15.749233Z",
            "url": "https://files.pythonhosted.org/packages/a9/31/a4625be8bdd38abaf442c066fc8f2ee217aba448ec9c298e1ec0f08b4e1f/ABBA-0.1.0.tar.gz",
            "yanked": false,
            "yanked_reason": null
        }
    ],
    "vulnerabilities": []
}