FRASER - Find RAre Splicing Events in RNA-seq

OUTRIDER: OUTlier in RNA-seq fInDER is an R-based framework to find aberrantly expressed genes in RNA-seq data

Algorithmic framework for measuring feature importance, outlier detection, model applicability evaluation, and ensemble predictive modeling with (sparse) partial least squares regressions.

Accompanying analysis code for the FRASER manuscript

Interactive and Reproducible Data Cleaning

Multivariate Outlierdetection In Contingency Tables

Outlier detection based on random forest models

Outlier Detection Tools for Functional Data Analysis

R codes for basic algorithms in Marketing models and multi variate statistics

This repository you are browsing contains intermediate level piece of codes which are useful for cleaning, exploratory analysis, handling of missing data points, outlier detection and different visualization techniques using graphics, ggplot2, tidycharts, ggExtra packages. Also in particular part of the script you can get basic information about…

Outlier detection in multiple sequence alignment

Undergraduate Project - Statistical Outlier Detection Methods

Data mining and machine learning libraries are used in this machine learning project to detect the fraud. More importantly, this report focuses on vehicle insurance company claim statistics to use the gathered knowledge from actuarial Science Course.

Genome scans for selection and introgression based on k‐nearest neighbour techniques.

This repository contains exploratory spatial data analysis (ESDA) functions and scripts. These functions are designed for geothermal spatial datasets, and are applicable to other spatial datasets.

Purely presence-only species distribution modeling with isolation forest and its variations such as Extended isolation forest and SCiForest.

The repository contains implementations of different univariate outlier detection algorithms

Building a model that predicts cancer death rates in the US and to predict the risk that a person from a particular county might be suffering from cancer