PinnedHannah RoosinTowards Data ScienceBetter Done Bayesian?Planning our wedding party with Bayesian - vs. Frequentist statistics.Apr 6, 202112Apr 6, 202112
PinnedHannah RoosinTowards Data ScienceSmart handling of missing data in RMissing data are everywhere — learn how to summarise, visualize & impute them while keeping an eye on statistical uncertainty.Feb 2, 20212Feb 2, 20212
PinnedHannah RoosinTowards Data ScienceInsignificance of statistical significance? Why the p-value should not be overrated.Here is my guide to the most famous and yet most confusing concept in statistics: null hypothesis significance testing.Sep 2, 20201Sep 2, 20201
PinnedHannah RoosinTowards Data ScienceAn easy approach to visualize within-subject data meaningfullyLearn how to get the most of your repeated-measures data with this step-by-step code-along tutorial in RSep 27, 20201Sep 27, 20201
PinnedHannah RoosinTowards Data ScienceWhy You Should Say Goodbye to the Classic Bar Plot for Survey DataGet a comprehensible guide to intuitive survey data visualizations in RDec 8, 20201Dec 8, 20201
Hannah RoosinTowards Data ScienceBayesian A/B Testing in RAnalyze social media performance with Bayesian vs. Frequentist statisticsSep 8, 20222Sep 8, 20222
Hannah RoosinTowards Data ScienceStay Home, Be Brave? A Time Series Approach in PythonExplore Germans’ mental health during the first weeks of the COVID outbreak and learn about the importance of data quality checksMay 6, 2022May 6, 2022
Hannah RoosinTowards Data ScienceUncover the Latent Structure of Personality with lavaan in RReveal hidden relationships within the data with structural equation modelling (SEM)Jan 24, 2022Jan 24, 2022
Hannah RoosinTowards Data ScienceCaret vs. tidymodels — Create complete reusable machine learning workflowsAn HR analytics battle between the two packagesOct 29, 20211Oct 29, 20211
Hannah RoosinTowards Data ScienceHuman Resource analytics — Can we predict Employee Turnover with caret in R?Test different machine learning algorithms on small-to-medium-enterprises (SMEs) while keeping an eye on algorithmic biasesJul 18, 20213Jul 18, 20213