Tag Archives: LinearRegression

Bayesian Linear Regression with PYMC, part II

In the previous post we looked at a simple linear regression between (simulated) human heights and weights.  In that example, the regression was truly ‘linear’, in that the predictor variable only occured in its first power, to provide a linear regression … Continue reading

Posted in Bayes, Data Analytics, Probability, PYMC, Simulation, Statistics | Tagged , , , , , , | Leave a comment

Bayesian Linear Regression with PYMC

Is there a relationship between human height and weight…? Probably. But what does that relationship look like ? Those kinds of questions can be answered by Linear Regression. Below an example, using simulated data for weights,heights etc: import numpy as … Continue reading

Posted in Bayes, Data Analytics, Numpy, Probability, PYMC, Python, Simulation, Statistics | Tagged , , , , , , , , , , | Leave a comment

Python,Pandas, Statsmodels – Multipredictor Linear Regression (code included)

The Swedish Meteorological & Hydrological Institute, SMHI, provides (some of) its data to the public, as “Open Data“, accessable either by various API’s or by download from their website. I downloaded several of their CSV-files, containing historical weather-data for a … Continue reading

Posted in Big Data, Data Analytics, Data Driven Management, Numpy, Probability, Python, Statistics | Tagged , , , , , , , , , , | Leave a comment