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Russ Nelson, PhD's Projects

ad_response_tutorial icon ad_response_tutorial

This tutorial shows users how to evaluate advertising response using last click attribution, experiments, marketing mix models and attribution models. By applying these methods to the same (synthetic) data set, users will learn how the methods compare. We also illustrate the data manipulation that is required to prepare typical raw advertising data for analysis. Examples are worked in R and slides are provided in LaTeX.

advmlcourse icon advmlcourse

Course repo for Advanced Machine Learning Course at Linköping University

auto-gpt icon auto-gpt

An experimental open-source attempt to make GPT-4 fully autonomous.

autopr icon autopr

Fix issues with AI-generated pull requests, powered by GPT-4

blavaan icon blavaan

An R package for Bayesian structural equation modeling

btydplus icon btydplus

R package for Customer Behavior Analysis

clv-model icon clv-model

An implementation of Hardie and Fader's (and others') customer lifetime value models using Markov chain Monte Carlo.

covid19modelrisk icon covid19modelrisk

This repository contains the code for the paper "Infection Rate Models for COVID-19: Model Risk and Public Health News Sentiment Exposure Adjustments", by Ioannis Chalkiadakis, Kevin Hongxuan Yan, Gareth W. Peters, Pavel V. Shevchenko.

dlmtool icon dlmtool

DLMtool: management strategy evalaution and implementation of data-limited fishery stock assessment methods

eliminationfeasibility icon eliminationfeasibility

Code repository for manuscript on model-free estimation of the elimination feasibility of schistosomiasis

emk-talks icon emk-talks

Talk/slide template (based on Nick Tierney's https://github.com/njtierney/njt-talks)

freelunch icon freelunch

A R package containing some helper functions to estimate parameters for simulation models, test such estimations and plot them

genearchest icon genearchest

R package for inferring genomic architecture for quantitative traits.

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