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Bayesian regression with STAN: Part 1 normal regression
This post will introduce you to bayesian regression in R, see the reference list at the end of the post for further information concerning this very broad topic. Bayesian regression Bayesian statistics...
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Bayesian regression with STAN Part 2: Beyond normality
In a previous post we saw how to perform bayesian regression in R using STAN for normally distributed data. In this post we will look at how to fit non-normal model in STAN using three example...
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Finding Optimal Number of Clusters
CategoriesProgrammingTagsBayesian AnalysisK MeansR ProgrammingIn this post we are going to have a look at one of the problems while applying clustering algorithms such as k-means and expectation...
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The working of Naive Bayes algorithm
CategoriesProgrammingTagsBayesian AnalysisPythonNaïve Bayes is a probability machine learning algorithm which is used in multiple classification tasks. In this article, I’m going to present a complete...
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Bayesian Statistics: Analysis of Health Data
CategoriesRegression ModelsTagsBayesian AnalysisLinear RegressionR Programmingt-testThe premise of Bayesian statistics is that distributions are based on a personal belief about the shape of such a...
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With great powers come great responsibilities: model checks in Bayesian data...
Are you interested in guest posting? Publish at DataScience+ via your RStudio editor.CategoryAdvanced ModelingTagsBayesian AnalysisMultiple RegressionR ProgrammingAfter months of collecting your data,...
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What’s the intuition behind continuous Naive Bayes –‘behind-the-scenes’ in R
Are you interested in guest posting? Publish at DataScience+ via your RStudio editor.CategoryAdvanced ModelingTagsBayesian AnalysisData ManagementNaive Bayes is a supervised machine learning algorithm....
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Bayesian regression with STAN: Part 1 normal regression
Are you interested in guest posting? Publish at DataScience+ via your RStudio editor.CategoryAdvanced ModelingTagsBayesian AnalysisLinear RegressionR ProgrammingThis post will introduce you to bayesian...
View ArticleClik here to view.
Bayesian regression with STAN: Part 1 normal regression
Are you interested in guest posting? Publish at DataScience+ via your RStudio editor.CategoryAdvanced ModelingTagsBayesian AnalysisLinear RegressionR ProgrammingThis post will introduce you to bayesian...
View ArticleClik here to view.
Bayesian regression with STAN Part 2: Beyond normality
Are you interested in guest posting? Publish at DataScience+ via your RStudio editor.CategoryAdvanced ModelingTagsBayesian AnalysisLinear RegressionR ProgrammingIn a previous post we saw how to perform...
View ArticleClik here to view.
Finding Optimal Number of Clusters
Are you interested in guest posting? Publish at DataScience+ via your RStudio editor.CategoryProgrammingTagsBayesian AnalysisK MeansR ProgrammingIn this post we are going to have a look at one of the...
View ArticleClik here to view.
The working of Naive Bayes algorithm
Are you interested in guest posting? Publish at DataScience+ via your RStudio editor.CategoryProgrammingTagsBayesian AnalysisPythonNaïve Bayes is a probability machine learning algorithm which is used...
View ArticleClik here to view.
Bayesian Statistics: Analysis of Health Data
Are you interested in guest posting? Publish at DataScience+ via your RStudio editor.CategoryRegression ModelsTagsBayesian AnalysisLinear RegressionR Programmingt-testThe premise of Bayesian statistics...
View ArticleClik here to view.
With great powers come great responsibilities: model checks in Bayesian data...
Are you interested in guest posting? Publish at DataScience+ via your RStudio editor.CategoryAdvanced ModelingTagsBayesian AnalysisMultiple RegressionR ProgrammingAfter months of collecting your data,...
View ArticleClik here to view.
What’s the intuition behind continuous Naive Bayes –‘behind-the-scenes’ in R
Are you interested in guest posting? Publish at DataScience+ via your RStudio editor.CategoryAdvanced ModelingTagsBayesian AnalysisData ManagementNaive Bayes is a supervised machine learning algorithm....
View Article