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svetistefan's Projects

margins icon margins

An R Port of Stata's 'margins' Command

match.edu icon match.edu

Predictive models to identify high-achieving high school students who are likely to undermatch - attend 2-year rather than 4-year colleges, or not go to college at all.

medley icon medley

A system for blending regression models in R

minibet icon minibet

minibet is a repo for simple online betting

minirank icon minirank

Ranking and ordinal regression algorithms in Python

mixrf icon mixrf

A random-forest-based approach for imputing clustered incomplete data

mlr icon mlr

mlr: Machine Learning in R

model_random_forest icon model_random_forest

Classification and regression based on a forest of trees using random inputs, utilizing conditional inference trees as base learners.

mord icon mord

Ordinal regression algorithms

mrp icon mrp

multilevel regression and poststratification

mtpa icon mtpa

Modeling Techniques in Predictive Analytics with Python and R

mvtboost icon mvtboost

Boosted regression trees for multivariate, longitudinal, and hierarchically clustered data.

ncvreg icon ncvreg

Regularization paths for SCAD- and MCP-penalized regression models

neuralnet_oldens icon neuralnet_oldens

Neural network for inverse solutions of ODEs, using Oldens method to weigh the relative contribution of the input variables.

neuroner icon neuroner

Named-entity recognition using neural networks. Easy-to-use and state-of-the-art results.

odsc_rules icon odsc_rules

Notes and code for the workshop "Rule-Based Models for Regression and Classification”

olsrr icon olsrr

Tools for teaching and learning OLS regression.

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