qqplot
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Some scripts for dataset exploration, normalization and classification using Python, PyBrain, SciPy
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Oct 7, 2018 - Python
A curated list (with links) of useful tools for genome-wide association analysis.
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Mar 1, 2019
Machine Learning Algorithms
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Apr 26, 2019 - Jupyter Notebook
Statistics on App usage data
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Nov 16, 2020 - R
King County Real Estate Model
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Nov 28, 2020 - Jupyter Notebook
A collection of useful implementations to perform EDA on a new dataset in order to understand preliminary patterns in the dataset and gain a high-level grasp of the dataset using plots and visualizations.
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Jun 7, 2021 - Jupyter Notebook
RStudio project utilizing various statistical methods to replicate and diagnose the findings of Appel and Loyle from their study on post-conflict justice and foreign direct investment.
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Jul 28, 2021 - Stata
This repository contains the descriptive statistics notebook.
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Nov 21, 2021 - Jupyter Notebook
Predicting wage in the uswage dataset (Linear Regression). Model Selection, Model Diagnostics etc.
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Jan 9, 2022
Residual analysis in Linear regression is based on examination of graphical plots which are as follows :: 1. Residual plot against independent variable (x). 2. Residual plot against independent variable()y. 3. Standardize or studentized residual plot 4. Normal probability plot
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Jan 13, 2022 - Jupyter Notebook
Julia package for plotting results from GWAS
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Sep 8, 2022 - Julia
Web app for checking if a series of values is normally distributed.
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Sep 9, 2022 - R
Forecast the Airline Flight Demand Using ARIMA and AR
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Dec 2, 2022 - Jupyter Notebook
Conducting simple linear regression on the penguins dataset
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Mar 11, 2023 - Jupyter Notebook
This repository is a resource for learning and applying statistics in data science. It contains code examples and explanations for many common statistical concepts, from descriptive statistics through regression and time series analysis.
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Jun 21, 2023 - Jupyter Notebook
Generalized Additive Forecasting Mortality
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Dec 26, 2023 - CSS
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