A statistical analysis project that explores how wine ratings relate to factors like price and acidity using hypothesis testing techniques such as the Kruskal-Wallis and Shapiro-Wilk tests.

In this project, a regression-based performance prediction model was developed to estimate building energy consumption based on simplified façade attribute information and weather conditions.

DETECTER DES FAUX BILLETS AVEC PYTHON

Gain hands-on experience with ANOVA analysis, understanding its assumptions, and applying it to real-world datasets to understand differences among group means.

Performed rigorous preprocessing, and data cleaning, and conducted exploratory data analysis to identify trends, patterns, and outliers, leading to valuable insights. Employed various statistical methods concepts to get insights about the data for prediction.

Gain hands-on experience with ANOVA analysis, understanding its assumptions, and applying it to real-world datasets to understand differences among group means.

Verificar se há diferença significativa entre os dois medicamentos que ajudam no distúrbio do sono utilizando testes estatísticos.

A repository created to explore and understand Statistics through coding.

Проекты по статистике

Exploratory Data Analysis of the Pre-Election Polls of the European Election 2019 as well as an Evaluation of Their Predictive Power

Исследование влияния характеристик клиентов, которых страховая компания обслуживает, на размер страховых выплат

This project applies MANOVA to heart disease data, examining the impact of chest pain type (cp), cholesterol (chol), and heart rate (thalach). It includes normality tests, outlier detection, post-hoc analysis, and cross-validation for model evaluation.

Evaluating the impact of a new golf ball coating

Determined the best regression model which represents the data

A Python-based utility for testing and visualizing data transformations. Includes normality tests (Shapiro-Wilk and Lilliefors), a variety of transformation methods, and visual analysis tools for histogram and Q-Q plots.

Анализ датасета по суицидам в Шаньдуне.

DsFeatFreqComp – Dataset Feature-Frequency Comparison R Package

AB test

Inferential_Data_Analysis_for_Australian_Real_Estate_Industry