PinnedMajanalyticsinWomen in TechnologyCheese, Butter, and Data: A Complete R Data Analysis Guide using Dutch Dairy Production DataThis blog post is part of a “Statistics Essentials” series of stories about the basics of statistics, and its vocabulary. To read all the…Sep 9Sep 9
PinnedMajanalyticsinWomen in TechnologyChoosing the right graph for your data visualization project — examples in RData visualization is part of every data analysis and EDA (Explorative data analysis). We can’t only rely on the numbers, as we are…May 17May 17
PinnedMajanalyticsinLearning DataUnderstanding Linear Regression in R: From Theory to Practice — Detailed GuideLinear regression is one of the fundamental techniques in statistical modeling and beginner data science. It helps us understand…Jun 141Jun 141
MajanalyticsinWomen in TechnologyPlotting Matrimony: A Step-by-Step Guide to Quantitative Data Visualization in R using Dutch…This blog post is part of a “Statistics Essentials” series of stories about the basics of statistics, and its vocabulary. To read all the…Sep 20Sep 20
MajanalyticsinWomen in TechnologyThe 5 W’s Framework: A Strategic Approach to Data AnalysisThis blog post is part of a “Statistics Essentials” series of stories about the basics of statistics, and its vocabulary. To read all the…Aug 21Aug 21
MajanalyticsinWomen in TechnologyA Guide to Hypothesis Testing Tests and Their Underlying AssumptionsIn this series, I’m covering the topic of hypothesis testing, and how to proceed with it in an R environment. Last time I talked about what…Aug 7Aug 7
MajanalyticsinWomen in TechnologyMastering hypothesis testing: A beginner’s guide — theoretical knowledgeThe field of statistics is usually divided into two baskets – descriptive and inferential statistics. Using methods and techniques of…Aug 2Aug 2
MajanalyticsinWomen in TechnologyThe Importance of Skewness and Kurtosis in Statistical Analysis — examples in R StudioWhen performing a statistical analysis, understanding the shape of data is important for good interpretation and further decision making…Jul 4Jul 4
MajanalyticsWhen it comes to outliers, what I usually do is that I test IQR.I would definitely leave outliers if you are just doing descriptive statistics, as those points are just another point in a dataset. If…Jul 4Jul 4
MajanalyticsinWomen in TechnologyExploring Data Variability: Analyzing with Boxplots in RNothing in the world is perfect, not even data. And that is what makes it beautiful and exciting. If data would be perfect, than we…May 7May 7