DataScience

Repository for R Shiny app: https://katerina-pap.shinyapps.io/MA-cont-prepostES/

Anova and Ancova with Kruskal-Wallis test to check the relationship between independent and dependent variables on bike rental history..

Time Series Model, Simple Linear Regression Model, Multiple Linear Regression Model, Polynomial Regression Model,Logistic Regression Model

Zhao T, Alba C, Ryo H, et al “Park Visitation Dashboard,” In Spring 2021 Learning Factory Showcase.

My portfolio of algorithms I used to analysize various shapes and forms of data with statistical and machine learning tools.

This contains the schoolwork of statistical data analysis at HKU, including Boston Housing Price Analysis and a condensed R code for the course materials

Efficacité d'une thérapie cognitivo-comportementale dans le traitement du syndrome de Gilles de la Tourette avec symptomatologie TDAH comorbide

R programming and its application to data analysis and statistical methods

scripts for draft intervention book

Analysis of survey data collected by M. Weisend in the Thar Desert, India. Includes example analysis using stepwise regression and ANCOVA.

MATH F432 Applied Statistical Methods: Assignment-1

Course website for Experimental Design and Statistical Methods, Fall 2022

Project files for randomized block design analysis with ANCOVA.

solving problems with data analysis, hypotheses and the most used statistical tests in ecology

Curso de Regression Models do Coursera

Associação entre artrose e alteração de ângulos espino-pélvicos em pacientes com impacto femoroacetabular

Wine dataset statistical analysis using Hypothesis testing (F-test, T-test, ANOVA, ANCOVA). Using machine learning to predict wine quality. Using regularization with 10 fold cross validation to overcome overfitting. Created different visualizations on the dataset.