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Models

Tautology in data arguments
Statistics

Tautology in data arguments

Kaiser discusses statistical tautologies.
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Dead man tells no tales but dead statistician had the story down
Algorithms

Dead man tells no tales but dead statistician had the story down

Kaiser Fung, author of Numbersense and founder of Principal Analytics Prep, explains the preliminary finding about the death of a Tesla driver, and warns about drawing the wrong conclusions due to a biased sample.
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Apparently Hollywood does not recycle action-movie plots. The data said so, so it must be right
Bias

Apparently Hollywood does not recycle action-movie plots. The data said so, so it must be right

It pains me to think how many people have used these keywords to build models.
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Algorithms

If you are using Facebook Ads split testing (A/B testing), stop fooling yourself

Kaiser Fung, founder of Principal Analytics Prep, and former director of Applied Analytics at Columbia University, explains why you can't run proper A/B tests on Facebook
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Counting is hard, especially when you don't have theories
Big Data

Counting is hard, especially when you don't have theories

Exploring the data about movies, uncovering data issues
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Pre-processing data is not just about correcting errors
Algorithms

Pre-processing data is not just about correcting errors

Exploration of IMDB rating data, by Kaiser Fung, founder of Principal Analytics Prep
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