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Quantile Regression in Python

So I wanted to write a little tutorial on quantile regression. What it is and how it works. Then I...

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Reading Data Into Pandas

You know, usually, I sit here and I just take things for granted. I can import data into pandas to...

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The Central Limit Theorem

The central limit theorem is probably the most important result in all of statistical theory. In fact, the central limit...

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Predicting March Madness Winners with Bayesian Statistics in PYMC3!

On August 9, 2017 By Ryan@barnesanalytics.com
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So in the last two blog posts, I talked aboutRead More

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Bayesian Logistic Regression in Python using PYMC3

On August 2, 2017 By Ryan@barnesanalytics.com
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In my last post I talked about bayesian linear regression.Read More

3 responses

Bayesian Poisson A/B Testing in PYMC3 on Python

On July 26, 2017 By Ryan@barnesanalytics.com
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This post is a direct response to the request madeRead More

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Bayesian Regression with PYMC3 in Python

On July 19, 2017 By Ryan@barnesanalytics.com
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Okay, so normally I do frequentist statistics. Most of myRead More

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Linear Algebra and Data Science

On July 12, 2017 By Ryan@barnesanalytics.com
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I’m going to take a break from my last coupleRead More

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GARCH Models in Python

On July 5, 2017 By Ryan@barnesanalytics.com
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Okay so I am continuing my series of posts onRead More

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Analyzing Multivariate Time-Series using ARIMAX in Python with StatsModels

On June 28, 2017 By Ryan@barnesanalytics.com
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Is This Post Too Long? I’ll Email A PDF VersionRead More

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SARIMA models using Statsmodels in Python

On June 21, 2017 By Ryan@barnesanalytics.com
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Okay, so if you haven’t done so, read my lastRead More

10 responses

Basics of ARIMA Models With Statsmodels in Python

On June 14, 2017 By Ryan@barnesanalytics.com
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A common problem in many businesses is that of forecastingRead More

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Learning Data Science

On May 30, 2017 By Ryan@barnesanalytics.com
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So you want to be a data scientist. That’s great.Read More

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