Statistics
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How categorical data becomes statistical evidence.
17 min read -
Multiple hypothesis testing, P-values, and Monte Carlo
11 min read -
Part 1: What is statistical power and how do we compute it?
18 min read -
A simple explanation of the Pearson correlation coefficient with examples
7 min read -
Learn why autoregressive flows are the superior density estimation tool for high-dimensional data
12 min read -
Immune genes as predictors of disease
7 min read -
An explanation of the causal assumption implicit in prescriptive modeling and how to satisfy it.
16 min read -
These common, basic statistics and machine learning concepts are crucial for landing a data scientist…
8 min read -
A generalized version of Kaplan-Meier allows to model a continuous value (like money) instead of…
11 min read -
A theoretical and practical introduction to non-parametric density estimation.
26 min read