Develops a script in R to extract p-values from pdfs using XML format and performs analysis on a large text corpus.

utility notebooks

If protein sequence NR2F6 is very similar between humans and mice, then mice that have SNP rs11856995 might show photic sneeze reflex (PSR) phenotype.

Assignment-04-Simple-Linear-Regression-1 Q1) Delivery_time -> Predict delivery time using sorting time. Build a simple linear regression model by performing EDA and do necessary transformations and select the best model using R or Python. EDA and Data Visualization, Feature Engineering, Correlation Analysis, Model Building, Model Testing and Mod…

Philadelphia Real Estate Trends and Relationships with COVID-19

Statistics and R

Case study from UDACITY Data Scientist Nanodegree

Predictive analysis, with feature engineering, and machine learning (ML) algorithms, such as linear regression, applied to predict the final sale price of homes in Ames, IA from 2006-2010.

Empirical Bayes factors for objective statistical evidence

Methods for combining p-values.

Probability and Statistics for Machine Learning

This paper develops new methods to handle false positives in High-Throughput Screening experiments.

Analysis of p value sets submitted to NCBI GEO database as supplementary files

An R script to help analyze the structure of multiple networks at the same time.

Fictional company AutosRUs’ newest prototype, the MechaCar, is suffering from production troubles that are blocking the manufacturing team’s progress. AutosRUs’ senior management enlisted assistance from the data analytics team to review the production data for insights that may help the manufacturing team overcome their production issues.

p-value calculators written for STAT 200 at UIUC

Identifying and avoiding common misinterpretations in using statistics

Supervised-ML---Multiple-Linear-Regression---Cars-dataset. Model MPG of a car based on other variables. EDA, Correlation Analysis, Model Building, Model Testing, Model Validation Techniques, Collinearity Problem Check, Residual Analysis, Model Deletion Diagnostics (checking Outliers or Influencers) Two Techniques : 1. Cook's Distance & 2. Levera…

This repository consists of an R Notebook utilizing the following bioinformatics methods: p-values and Deep Neural Networks. Histograms have been used to plot the differences between before training and after training results. The csv file "BIMM 143 Project 2.csv" will be necessary for code to run.