Posts
SaaS churn and piecewise regression survival models
Highlights from lifelines v0.25.0
An accelerated lifetime spline model
An L½ penalty in Cox Regression
A real-life mistake I made about penalizer terms
L₁ Penalty in Cox Regression
New sibling blog on food science, fermentation, and statistics: ControlledMold
Using Statistics to Make Statistics Faster
Controlling bacterial growth in fermentation with hurdle technology and survival analysis
Evolution of lifelines over the past few months
Non-parametric survival function prediction
Counting and interval censoring analysis
Bayesian cell counting Pt. 2 - Growth over time
The Delta-Method and Autograd
Bayesian cell counting
Everything I need to know about causality, I learned smoking cigarettes
Poissonization of Multinomials
Causal Inference & Heroes of the Storm Win Rates
Solving 200 Project Euler Problems
Three Pillars of Data Science
Distribution of the last value in a sum of Uniforms that exceeds 1
Searching through distributed datasets: The Mod-Binary Search
How Shopify Merchants Can Measure Retention [x-post from Shopify Engineering Blog]
Generating exponential survival data
A self-describing sequence problem
Joins in MapReduce Pt. 1 - Implementations in PySpark
The Binary Problem and The Continuous Problem in A/B testing
Reversing the Python Data Analysis Lens Video
Least Squares Regression with L1 Penalty
Interior designing with Machine Learning
An algorithm to sort Top comments
The Class Imbalance Problem in A/B Testing
Bayesian Methods for Hackers release!
[Video] Mistakes I've Made talk at PyData 2015
How can I use non-constructive proofs in data analysis?
Bayesian M&M Problem in PyMC 2
Evolutionary Group Theory - or what happens when algebraic groups have sex.
Percentile and Quantile Estimation of Big Data: The t-Digest
Lifetimes: Measuring Customer Lifetime Value in Python
What The Name?!
IPython Startup Scripts
Dawkins on Saying statistically, ...
[Video] Presentation on Lifelines - Survival Analysis in Python, Sept. 23, 2014
Joins in MapReduce Pt. 2 - Generalizing Joins in PySpark
Why Your Distribution Might be Long-Tailed
Using Census Data to Find Hot First Names
Replicating 538's plot styles in Matplotlib
Exploring Human Psychology with Mechanical Turk Data
Data's Use in the 21st Century
Feature space in machine learning
Multi-Armed Bandits
8 great data blogs to follow
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