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statsmodels

#statsmodels
0 followers·3 articles

statsmodels

#statsmodels·0 followers·3 articles
statsmodels
Abhilash PS
Abhilash PS
abhilashps.me·Jul 31, 2025
Jul 31, 2025

Part 6: A Deep Dive into Linear Regression Assumptions

Before diving deeper into machine learning models, it’s critical to understand the assumptions that linear regression rests upon. These assumptions — linearity, independence, constant variance (homoscedasticity), and normality of residuals — form the...

Part 6: A Deep Dive into Linear Regression Assumptions
Discuss·2 reads
My AI Journey: Learning from First Principles
linearregression
Keith Winston
Keith Winston
symbols.hashnode.dev·Dec 22, 2024
Dec 22, 2024

Predicting gold prices with SARIMAX

I had a little fun with data from the St. Louis Fed (FRED). Note: not investment advice I collected 54 years of gold price data starting 9/30/71 (end of the US federal government fiscal year after gold was allowed to float). I also collected the 10-y...

Predicting gold prices with SARIMAX
Discuss·25 reads
sarimax
Anix Lynch
Anix Lynch
anixblog.hashnode.dev·Oct 04, 2024
Oct 04, 2024

20 Statsmodels concepts with Before-and-After Examples

Sure! Let's reformat the statsmodels examples to follow the new style you provided. Here are the examples from statsmodels, now with the before and after real samples included: 1. Linear Regression (OLS) 📈 Boilerplate Code: import statsmodels.api a...

Discuss·19 reads
statsmodels

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New steps component and improved accessibility on Hashnode's blog and docs product.

Nov 05, 2024·
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