===========
Nostocalean
===========
Custom utility functions.
This package contains a collection of utility functions for empirical work in Python.
It's in progress and the API may change often. In addition to custom utility methods,
the package includes wrappers for `fixest <https://github.com/lrberge/fixest>`_
and `did <https://github.com/bcallaway11/did>`_.
Example: Given a dataframe ``df`` with columns ``x, y, group_a, group_b``
run a regression of ``y`` on ``x`` with group fixed effects, and double cluster:
.. code-block:: python
from nostocalean import est
summary = est.reg("y ~ x | group_a + group_b", data=df, cluster="~group_a+group_b")
print(summary)
Example: Given a dataframe ``df`` with columns ``y, first_treat, group, time``
report event study (aggregated group-time) estimates:
.. code-block:: python
from nostocalean import est
summary = est.es(y="y", d="first_treat", g="group", t="time", data=df)
print(summary)
Nostocalean also includes several utility functions, including CES and HARA
Example: To sample a utility function, run:
.. code-block:: python
from nostocalean import utility_functions
utility_functions.get_utility_function()
Raw data
{
"_id": null,
"home_page": "https://github.com/suproteemsarkar/nostocalean",
"name": "nostocalean",
"maintainer": null,
"docs_url": null,
"requires_python": ">=3.5",
"maintainer_email": null,
"keywords": null,
"author": "Suproteem Sarkar",
"author_email": null,
"download_url": "https://files.pythonhosted.org/packages/1b/92/50a1501323cc6e4b5f69238e8f9d75e745910c6cb86c7fa21ed69148d3bb/nostocalean-0.0.17.tar.gz",
"platform": null,
"description": "===========\nNostocalean\n===========\n\nCustom utility functions.\n\nThis package contains a collection of utility functions for empirical work in Python.\nIt's in progress and the API may change often. In addition to custom utility methods,\nthe package includes wrappers for `fixest <https://github.com/lrberge/fixest>`_ \nand `did <https://github.com/bcallaway11/did>`_.\n\nExample: Given a dataframe ``df`` with columns ``x, y, group_a, group_b`` \nrun a regression of ``y`` on ``x`` with group fixed effects, and double cluster:\n\n.. code-block:: python\n\n from nostocalean import est\n \n summary = est.reg(\"y ~ x | group_a + group_b\", data=df, cluster=\"~group_a+group_b\")\n print(summary)\n\nExample: Given a dataframe ``df`` with columns ``y, first_treat, group, time``\nreport event study (aggregated group-time) estimates:\n\n.. code-block:: python\n\n from nostocalean import est\n\n summary = est.es(y=\"y\", d=\"first_treat\", g=\"group\", t=\"time\", data=df)\n print(summary)\n\nNostocalean also includes several utility functions, including CES and HARA\n\nExample: To sample a utility function, run:\n\n.. code-block:: python\n\n from nostocalean import utility_functions\n utility_functions.get_utility_function()\n",
"bugtrack_url": null,
"license": "MIT",
"summary": "Custom utility functions.",
"version": "0.0.17",
"project_urls": {
"Homepage": "https://github.com/suproteemsarkar/nostocalean"
},
"split_keywords": [],
"urls": [
{
"comment_text": "",
"digests": {
"blake2b_256": "1b9250a1501323cc6e4b5f69238e8f9d75e745910c6cb86c7fa21ed69148d3bb",
"md5": "bf64cbc8b6a306d5f1a94f3017f36aeb",
"sha256": "ca8ad0f45294524854cd775a6ddfcd70d47931f5c9e94243791e8e4a019d8ada"
},
"downloads": -1,
"filename": "nostocalean-0.0.17.tar.gz",
"has_sig": false,
"md5_digest": "bf64cbc8b6a306d5f1a94f3017f36aeb",
"packagetype": "sdist",
"python_version": "source",
"requires_python": ">=3.5",
"size": 9467,
"upload_time": "2024-08-07T17:40:33",
"upload_time_iso_8601": "2024-08-07T17:40:33.190010Z",
"url": "https://files.pythonhosted.org/packages/1b/92/50a1501323cc6e4b5f69238e8f9d75e745910c6cb86c7fa21ed69148d3bb/nostocalean-0.0.17.tar.gz",
"yanked": false,
"yanked_reason": null
}
],
"upload_time": "2024-08-07 17:40:33",
"github": true,
"gitlab": false,
"bitbucket": false,
"codeberg": false,
"github_user": "suproteemsarkar",
"github_project": "nostocalean",
"travis_ci": false,
"coveralls": false,
"github_actions": false,
"lcname": "nostocalean"
}
JSON
