Estimated Simple Regression Equation
A tutorial on estimated regression equation for a simple linear regression model. read more
View ArticleConfidence Interval for Linear Regression
A tutorial on the confidence interval for a simple linear regression model. read more
View ArticlePrediction Interval for Linear Regression
A tutorial on the prediction interval for a simple linear regression model. read more
View ArticleEstimated Multiple Regression Equation
A tutorial on estimated regression equation for a multiple linear regression model. read more
View ArticleConfidence Interval for MLR
A tutorial on the confidence interval for a multiple linear regression model. read more
View ArticlePrediction Interval for MLR
A tutorial on the prediction interval for a multiple linear regression model. read more
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Support Vector Machine with GPU
Most elementary statistical inference algorithms assume that the data can be modeled by linear parameters with a normally distributed error component. A new class of algorithms called support vector...
View ArticleEstimated Logistic Regression Equation
A tutorial on performing logistic regression estimate. read more
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Support Vector Machine with GPU, Part II
In our last tutorial on SVM training with GPU, we mentioned a necessary step to pre-scale the data with rpusvm-scale, and to reverse scaling the prediction outcome. This cumbersome procedure is now...
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Deep Learning in R
Deep learning has a wide range of applications, from speech recognition, computer vision, to self-driving cars and mastering the game of Go. While the concept is intuitive, the implementation is often...
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