Enabling easy statistical significance testing for deep neural networks.
Effect size measures and significance tests
Robust statistics in Python
Minimal A/B Testing Library in PHP
R package PCAtest for evaluating the statistical significance of PCA analysis, selecting number of significant PC axes, and testing the contributions of the variables to those PCs.
Significance tests of feature relevance for a black-box learner
🧐 This project analyzes Amazon Fine Food Reviews to investigate whether negative reviews are more emotionally intense and lexically repetitive than positive ones. Using R, we apply sentiment analysis and lexical diversity metrics to uncover patterns in consumer review language.
This is a package that provide tools to extract different genome architecture features, build taxonomy lineage and test features against certain value in taxonomy rank in fully automated pipeline.
Example of an end to end data analysis project starting from data acquisition to development of insights. Raw python is mostly used.
Sub-package of spatstat providing functions for exploratory and nonparametric data analysis
A group project for Florida Tech's MTH5324 (Statistical Modelling) project that analyzes the impact of the Russo-Ukraine war on the economy of several significant geopolitical entities.
A combination of codes developed for the calculation of the cross-correlation confidence intervals, making use of a pair of light-curves. The code conducts a bootstrap random sampling with replacement method to generate artificial light-curves. The code determines the cross-correlation of the artificial light-curves, and uses them for significance.
The significance test for Granger causality of financial risks in stock indices
Supervised-ML---Simple-Linear-Regression---Newspaper-data. EDA and Visualization, Correlation Analysis, Model Building, Model Testing, Model predictions.
In-browser tool for choosing the appropriate statistical test for your hypothesis (SPSS, hypothesis testing, A/B testing, Inferential Statitics) #significance_testing #SPSS #hypothesis_testing
Statistical analysis of Youtube trending videos
A F&B manager wants to determine whether there is any significant difference in the diameter of the cutlet between two units. A randomly selected sample of cutlets was collected from both units and measured? Analyze the data and draw inferences at 5% significance level. Please state the assumptions and tests that you carried out to check validit…
Data Wrangling: From Messy Data to Meaningful Insight - delivered to my Space Science students
HERA: Hierarchical-Compensatory, Effect-Size Driven Ranking Algorithm.
Significance-aware comparison of language-model eval results: confidence intervals, paired randomization tests, multiple-comparison correction, Bradley-Terry arena ratings, and a plain-language verdict.
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