Enhancing {ggplot2} plots with statistical analysis 📊📣
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Updated
May 26, 2024 - R
Enhancing {ggplot2} plots with statistical analysis 📊📣
Materials of the Hands-on Biostatistics 2021 workshop
A pure Julia implementation of the Targeted Minimum Loss-based Estimation
Computer Intensive Stats - Project 02
A Simple and Flexible Test of Sample Exchangeability with Applications to Statistical Genomics
Program Evaluation with Non-Parametric Statistics and Hypothesis Testing
Hands-on Instructions on Different courses
Reproducible materials for Nonparametric Statistical Inference via Metric Distribution Function in Metric Spaces (JASA, 2023+)
Median Test in R Software
This project offers an R code implementation for estimating the density function using the kernel method. It explores different values of the parameters h and n to perform these estimations.
Using topographic attributes to identify zones of accumulation. Based on count data using EU protocol. Submitted for peer review.
This is an R package for feature alignment issues in vertical federated learning
So this is my final project for non-parametric methods in statistics. I work in Jupyter Notebook and extract solutions to HTML. I mainly test power of the selected tests(chi square, kolmogorov,etc.) depending on different variables(like deegres of freedom of the distribution or number of observations).
Hypothesis Testing CrossFit Game 2015
An analysis of the European Renewable Transition.
Accessible implementation of statistical learning algorithms, non-parametric and high-dimensional methods.
1. 1-sample sign test 2. 1-sample Wilcoxon test. 3. Wilcoxon test for paired data. 4. Mann-Whitney test. 5. Mood's median test. 6. Kruskal Wallis test. 7. Friedman test.
The shared area under probability distribution curves test is a non-parametric alternative to the analysis of variance. It makes no assumptions about the data and it is not based on ranks, so information about absolute distances between data points is not lost.
Project scope: Prediction if the bank's client will or will not leave the bank.
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