Analysis
CI?! What is a Confidence Interval?
A little guide to understanding and use/read them and why TLC is in the mix?!
Defining Archetypes #3: Approaching a Clustering Analysis with a Season worth of Data
Describing the basic issues when using Clustering Analysis with a bigger dataset and a possible solution in the context of Legends of Runeterra decks.
Defining Archetypes #2: Discerning Archetypes by the Application of Clustering Analysis
Exploring Clustering Algorithms applied to Archetypes of Legends of Runeterra
LoR Meta Index (LMI) expansion by using Bo3 data
The LMI is limited in its current setting as it uses only playrates and win-rates. By using Bo3 data we propose a way to expand the LMI with a ban-index
Defining Archetypes #1: Looking at the similarity of Akshan/Sivir/Zed with similar archetypes
First entry on a series of article that will gather my explorations over different way to define archetypes in Legends of Runeterra
An exploratory analysis to Mastery Curve in LoR
Applying the concept of Learning Curve to Legends of Runeterras' decks.
Matching games by 'Expected Win Rate'
Using a Pseudo-Propensity Score Matching to reduce sample bias when comparing win rates between players in LoR.
An Irelia's World
Looking at the metagame response to Azir/Irelia's
Developing a LoR-Meta score
Recreating the viciousSyndicate (vS) - Meta Score for Legends of Runeterras.