{"id":20542770,"url":"https://github.com/andrewrgarcia/sigmapython","last_synced_at":"2025-04-14T09:31:12.154Z","repository":{"id":89161074,"uuid":"148706361","full_name":"andrewrgarcia/sigmapython","owner":"andrewrgarcia","description":"Refactoring statistics code from the graveyard (2020). 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Some changes have been made to streamline the user experience. Click on the Jupyter presentations below to get a feel of the scripts and how to use them.\n\n\n## Histogram Distribution Fitting\n\n\n#### frame_pdsfit.py\n#### pdsfit.py\n#### pdsfit_more.py\n\n## Equation Fitting - Local and Global Error Minimization Algorithms\n\u003ca href=\"https://github.com/andrewrgarcia/statistics/blob/master/minimization-fitting.ipynb\"\u003e\u003cimg src=\"figures/jupyter.png\" alt=\"drawing\" width=\"100\"/\u003e\u003c/a\u003e\n\n#### minfit.py\n#### basinhopfit.py\n\n## Simple Linear Regression\nA simple template for linear fits\n- [x] Calculates R^2, p value, and standard error of a linear fitting.\n- [x] Example selects data points randomly and performs linear regression thereof:\n\n\u003cimg src=\"figures/linreg_Figure_1.png\" alt=\"drawing\" width=\"350\"/\u003e\u003cimg src=\"figures/linreg_Figure_2.png\" alt=\"drawing\" width=\"350\"/\u003e\n\n\n#### linreg.py\n\n## SPSS to CSV Format Converter\nExtract SPSS files (.sav) with python / convert to .csv format\n\n* must install pyreadstat:\n\u003e pip install pyreadstat\n\n#### spss_convert.py\n\n\nCopyright 2019 Andrew Garcia\n\nLicensed under the Apache License, Version 2.0 (the \"License\");\nyou may not use this file except in compliance with the License.\nYou may obtain a copy of the License at\n\n    http://www.apache.org/licenses/LICENSE-2.0\n\nUnless required by applicable law or agreed to in writing, software\ndistributed under the License is distributed on an \"AS IS\" BASIS,\nWITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\nSee the License for the specific language governing permissions and\nlimitations under the License.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fandrewrgarcia%2Fsigmapython","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fandrewrgarcia%2Fsigmapython","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fandrewrgarcia%2Fsigmapython/lists"}