Hello !
Name: Devesan Govindasamy
Student id : D20124946
Course: TU059 M.Sc Data Science(Full time)
This is a digital Portfolio created as an Assignment for the Course Probability and Statistical Inference
Language Used : R 4.0.2
Packages used: tidyverse, semtools, pastecs, psych, FSA, car, effectsize, userfriendlyscience, sjstats, gmodels
lm.beta, stargazer, ggplot2, Epi, generalhoslem,regclass, DescTools, arm, REdaS, Hmisc, corrplot , ggcorrplot, factoextra, nFactors
Prepare
- Population and Sample
- Describing Sample
- Hypothesis test
- Understanding the dataset
Explore
- Descriptive statistics
- Assesing Normality and errors
- Statistical Power and Statistical Significance
- Correlation
- Exploring Dataset
Model
- Differential and interaction effect
- Dummy/indicator variable
- Linear,Logistical Regression
- Dimension Reduction
- Modelling Dataset