The first part of the demo output shows how a linear regression model is created and trained: Creating and training model Setting SGD lrnRate = 0.001 Setting SGD maxEpochs = 200 epoch = 0 MSE = 0.1095 ...

The mode of a distribution provides an important summary of data and is often estimated on the basis of some non-parametric kernel density estimator. This article develops a new data analysis tool ...

Regression is probably most explicit example of a statistical model. The regression model provides both a systematic component (y = a + bx) and a random component (errors). Independent sample t-tests ...

In this article we consider the problem of building a linear prediction model when the number of candidate predictors is large and the data possibly contain anomalies that are difficult to visualize ...

Common data analysis and regression techniques for application in science, business and social science. Topics include simple and multiple regression; linear models with categorical explanatory ...

I was composing a long reply in the original thread and it got somewhat unwieldy, so let’s move things over here:Q. Is there any way to see how the regression c… ...