Statistics

End-to-End Time Series Forecasting with Amazon SageMaker
Training a time series model with Amazon SageMaker and deploying it as a REST API with AWS Lambda and Amazon API Gateway
Friday, 27 Oct 2023 66 min read Python, AWS
Statistical Factories in R (Part II)
Application of R function factories in statistics
Saturday, 04 Sep 2021 10 min read R
Modeling Prostate-Specific Antigen Levels in Cancer Patients
A scenario-based project on using linear regression models in the medical industry.
Modeling Prostate-Specific Antigen Levels in Cancer Patients
Modeling Lumber Volume From Tree Diameter
A scenario-based project on using simple linear regression models to predict lumber volume using tree diameters.
Modeling Lumber Volume From Tree Diameter
Monte Carlo Simulation Study
A simulation study of the statistical power of tests for equality of means
Monte Carlo Simulation Study
The Central Limit Theorem and Power Simulation in R
Visualizing the Central Limit Theorem in R and a simulation study of the two-way ANOVA model with interaction
Wednesday, 04 Nov 2020 13 min read R