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GitHub topics: normality-test

JD2112/ShinyOlink

A Shiny interface to analyse Olink data

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b-fatma/hypothesis-testing

A collection of projects focused on hypothesis testing.

Language: Jupyter Notebook - Size: 1.53 MB - Last synced at: 16 days ago - Pushed at: 16 days ago - Stars: 0 - Forks: 0

majianthu/pycopent

Estimating Copula Entropy (Mutual Information), Transfer Entropy (Conditional Mutual Information), and the statistics for multivariate normality test and two-sample test, and change point detection in Python

Language: Python - Size: 1.42 MB - Last synced at: 18 days ago - Pushed at: 11 months ago - Stars: 165 - Forks: 32

RubyNouriK/Customer-Response-Portuguese-Bank-Marketing-Campaigns

his University of Calgary DATA606 – Advanced Statistical Methods project examines a Portuguese bank’s telemarketing campaign, using statistical models to identify factors influencing term deposit subscriptions and provide recommendations to improve customer targeting and campaign effectiveness.

Language: R - Size: 0 Bytes - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

LouaiMuhammed/breast-cancer-wisconsin-diagnostic

Exploratory data analysis and statistical "hypothesis" testing on the Breast Cancer Wisconsin (Diagnostic) dataset, focusing on feature understanding and normality assessment.

Language: Jupyter Notebook - Size: 844 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

YenLinWu/Daily_Work_of_Data_Science

資料科學的日常研究議題

Language: Jupyter Notebook - Size: 19.1 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 3 - Forks: 1

majianthu/copent

R package for estimating copula entropy (mutual information), transfer entropy (conditional mutual information), and the statistic for multivariate normality test and two-sample test

Language: R - Size: 96.7 KB - Last synced at: 26 days ago - Pushed at: about 1 year ago - Stars: 42 - Forks: 10

TheDataDesk/ProductInsightEngine

To evaluate different implementations of an in-app currency feature with ABC Analysis

Language: Jupyter Notebook - Size: 9.2 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

Edanur-Y/Variable-Analysis-of-Banks-Ratio-Data

Testing variables for multicollinearity, multivariate normality and analyzing outliers and missing values. ⭕SPSS 🔵R

Size: 1.16 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

kazilab/XeroGraph

XeroGraph is a Python package developed for researchers and data scientists to analyze, visualize and impute missing data in datasets.

Language: Python - Size: 1.99 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 2 - Forks: 0

majianthu/mvnt

Code for the paper "Multivariate Normality Test with Copula Entropy"

Language: R - Size: 23.4 KB - Last synced at: 3 months ago - Pushed at: 9 months ago - Stars: 1 - Forks: 0

ram6ler/RMSE-Normality-Test

A formal normality test based on the RMSE associated with a QQ-plot from a sample.

Language: Python - Size: 48.8 KB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

KasiMuthuveerappan/FintechCapstone-LoanDefaulters

📗 This repository contains the EDA of loan defaulters, analyzing factors like loan type, ROI, and credit scores. It utilizes Random Forest and XGBoost to clean discrepancies, providing insights to enhance risk assessment and inform lending strategies, making it ideal for financial analysts to mitigate loan default risks.

Language: Jupyter Notebook - Size: 17.2 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

shyammanikandan/Walmart_Business_Case_Study

Walmart Customer Purchase behaviour analysis

Language: Jupyter Notebook - Size: 8.92 MB - Last synced at: 6 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

gulabpatel/Statistics

Language: Jupyter Notebook - Size: 2.19 MB - Last synced at: 21 days ago - Pushed at: over 1 year ago - Stars: 4 - Forks: 0

turkunov/pem-test

Goodness-Of-Fit test for normality based on elimination of parameters

Language: Jupyter Notebook - Size: 34.2 KB - Last synced at: 8 days ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 0

TommyNiemi/HYPOTHESIS_TESTING

I practiced hypothesis testing with Python.

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Hermann-web/some-common-statistical-methods

python module, showcasing computation (as part of a learning process) of some common statistical methods including mininum sample size, confidence interval estimation methods for mean or proportion, hypothesis testing mehods and regression models witth metrics and test suites

Language: Python - Size: 582 KB - Last synced at: 3 months ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

AlexisBaladon/Polygonal-Evolutionary-Algorithm

Parallel evolutionary algorithm that represents images with polygons using edge detection and denoising. Configuration is carried out through normality tests and pairwise comparisons.

Language: Jupyter Notebook - Size: 122 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

sdixit5/Analysis-of-Barack-Obama-s-Presidency

This Project compares the Effective Minimum Wage and Unemployment Rate statistically and Analytically at the start and end of former President Barack Obama's term.

Language: Jupyter Notebook - Size: 3.54 MB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0

IsiashaG/MSDA_Portfolio

Portfolio while pursing my masters degree in data analytics

Language: Jupyter Notebook - Size: 44 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

PriyankaSett/statisticsproblems

This repository contains different statistical methods for Hypothesis testing.

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AustinPardosi/Tubes_Probstat

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jvirico/normality-tests-pvalues-boxcoxtransformations

Strategies for analyzing the distribution of datasets, switching the data towards a normal distribution testing different manual transformations and Box-Cox transformation.

Language: Python - Size: 1.91 MB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 3 - Forks: 0

tariqshaban/algorithm-comparator 📦

A set of statistical methods conducted on a strict set of algorithm's performance readings, utilizing Python

Language: Python - Size: 6.36 MB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

MoinDalvs/Learn_Multi_Linear_Regression

Prediction of Miles per gallon (MPG) Using Cars Dataset

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pgplarosa/Understanding-song-characteristics-that-make-it-to-the-top

Applied Computational Statistics Final Project - September 16, 2021

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raj-shr-git/Statistical_testing_python

This repository is created for storing the components of Statistical Tests of One Pop, Two Pops and Three or more pops using Python.

Language: Jupyter Notebook - Size: 84.9 MB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 8 - Forks: 6

Jimoh1993/Data-Science-Customer-Satisfaction-Project

Build a statistical model based customer satisfaction dataset from Qualtrics survey

Language: R - Size: 20.5 KB - Last synced at: 12 months ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 1

ali-unlu/Time-series-analysis-with-SARIMA

In this demonstration, we make a time series analysis based on a temperature data set.

Language: Jupyter Notebook - Size: 1.88 MB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

antuniooh/probability-and-statistics-database-analysis

Semester project for the subject of Probability and Statistics, a subject attended at Centro Universitário FEI. It consists of analyzing a database

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daksh-intwala/Naive-Bayes-Classifier_with_Normality_Tests

Gaussian Navie Bayes Classifier was applied on IRIS dataset. Different types of normality tests were used to introduce the normality concepts.

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Related Keywords
normality-test 32 statistics 9 python 8 hypothesis-testing 6 numpy 4 t-test 4 matplotlib 4 statistical-analysis 4 post-hoc-analysis 4 pandas 3 histogram 3 anova-test 3 copula-entropy 3 correlation 3 data-science 3 logistic-regression 3 linear-regression 3 shapiro-wilk 3 descriptive-statistics 3 normalization 3 data-analysis 3 jupyter-notebook 3 statistical-tests 2 hypothesis-test 2 regression-models 2 probability 2 homogeneity 2 machine-learning 2 r 2 python3 2 p-value 2 q-q-plot 2 confidence-intervals 2 seaborn 2 copula 2 entropy 2 granger-causality 2 z-test 2 mann-whitney-u-test 2 conditional-mutual-information 2 information-theory 2 mutual-information 2 conditional-independence-test 2 anova 2 change-point-detection 2 transfer-entropy 2 causal-discovery 2 two-sample-test 2 variable-selection 2 causality 2 boxplot 1 bioinformatics 1 zscore 1 ttest 1 olink 1 classification-tree 1 probability-statistics 1 box-cox 1 dagostino-test 1 python-statistics 1 cec-2014 1 non-parametric-tests 1 cooks-distance 1 correlation-matrix 1 data-preprocessing 1 feature 1 evolutionary-algorithms 1 flask 1 flower 1 gunicorn 1 multiprocessing 1 pillow 1 redis 1 data-cleaning 1 data-preparation 1 data-visualization 1 volcano-plot 1 pickle 1 plotly 1 violin-plot 1 wilcoxon-mann-whitney-test 1 kmeans-clustering 1 sql 1 tableau 1 tensorflow 1 ftest-statistics 1 paired-t-test 1 qualtrics-randomization 1 qualtrics-survey 1 r-programming 1 autofit 1 cross-validation 1 sarima-model 1 sarimax 1 time-series 1 analysis 1 database-analysis 1 deviation 1 median 1 variation 1