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