Advanced Modeling
December 16, 2015
Advanced Modeling
Tutorials on advanced statistical and machine-learning models in R and Python — from mixed-effects and Bayesian methods to neural networks, ensembles, and time-series forecasting.
All
Introduction 42
Getting Data 23
Basic Statistics 40
Data Management 39
Visualizing Data 76
Regression Models 43
Advanced Modeling 82
Programming 47
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Advanced Modeling
October 23, 2015
Using kNN Classifier to Predict Whether the Price of Stock Will Increase
Advanced Modeling
October 21, 2015
Smoothing Techniques using basis functions: Gaussian Basis
Advanced Modeling
October 18, 2015
Modelling Dependence with Copulas in R
Advanced Modeling
October 16, 2015
Linear Mixed-effect Model Workflow
Advanced Modeling
October 14, 2015
Smoothing Techniques using basis functions: Fourier Basis
Advanced Modeling
September 23, 2015
Fitting a Neural Network in R; neuralnet package
Advanced Modeling
September 5, 2015
Analysing Longitudinal Data: Multilevel Growth Models (II)
Advanced Modeling
August 22, 2015