A repository of all my projects in R.
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Updated
Jul 26, 2024 - R
A repository of all my projects in R.
Visual Assessment of Clustering Tendency for Finding the Number of Clusters in Datasets
Segmentation of the Statistics Canada’s Set of Proximity Measures – A Clustering Algorithm Approach. UBC MDS capstone project for Statistics Canada.
scRNA-Explorer pipeline allows users to interrogate in an interactive manner scRNA-sequencing data sets to explore via gene expression correlations possible function(s) of a gene of interest
Simplifying Seurat data processing, clustering, and analysis
Analysis of the State of Internet Censorship in the United Kingdom Using Data Provided by OONI and Blocked Project as well as Scraped URL Meta Data
This project was done together with my colleague Noam Shmuel during the class of "Unsupervised Learning" @ University of Warsaw taught by professor Jacek Lewkowicz, PhD
Clustering validation with ROC Curves
Progetto Web Marketing and Communication Management
Performed insightful analysis to understand how to improve customer engagement and profitability using data from Starbucks customer survey.
Clustering Analysis of all available research data on the Iowa Gambling Task(list of sources in readme) using R. The Scripts produce the output for the most common archetypes among the dataset of one researcher using PCA.
Internal Validity Indexes for Fuzzy and Possibilistic Clustering
A comprehensive bundle of utilities for the estimation of probability of informed trading models: original PIN in Easley and O'Hara (1992) and Easley et al. (1996); Multilayer PIN (MPIN) in Ersan (2016); Adjusted PIN (AdjPIN) in Duarte and Young (2009); and volume-synchronized PIN (VPIN) in Easley et al. (2011, 2012). Implementations of various …
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