Research Data Center of IZA (IDSC)

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A Hands-On Machine Learning Primer for Social Scientists: Math, Algorithms and Code Jan 29, 2024 - IZA - Institute of Labor Economics Askitas, Nikos, 2024, "A Hands-On Machine Learning Primer for Social Scientists: Math, Algorithms and Code", https://doi.org/10.15185/mlp4ssci, Research Data Center of IZA (IDSC), V2 Jupyter notebooks in Python which accompany the upcoming paper "A Hands-On Machine Learning Primer for Social Scientists: Math, Algorithms and Code". The paper and its code aim at enabling social scientists, who wish to do so, to add Machine Learning techniques to their research...
Opinion Copulas, Homophily and Multimodal Marginals Nov 3, 2023 - IZA - Institute of Labor Economics Askitas, Nikos, 2023, "Opinion Copulas, Homophily and Multimodal Marginals", https://doi.org/10.15185/izadp.10753.1, Research Data Center of IZA (IDSC), V1 An empirically founded and widely established driving force in opinion dynamics is homophily i.e. the tendency of "birds of a feather" to "flock together". The closer our opinions are the more likely it is that we will interact and converge. Models using these assumptions are cal...

A Hands-On Machine Learning Primer for Social Scientists: Math, Algorithms and Code

Jan 29, 2024 - IZA - Institute of Labor Economics

Askitas, Nikos, 2024, "A Hands-On Machine Learning Primer for Social Scientists: Math, Algorithms and Code", https://doi.org/10.15185/mlp4ssci, Research Data Center of IZA (IDSC), V2

Jupyter notebooks in Python which accompany the upcoming paper "A Hands-On Machine Learning Primer for Social Scientists: Math, Algorithms and Code". The paper and its code aim at enabling social scientists, who wish to do so, to add Machine Learning techniques to their research...

Opinion Copulas, Homophily and Multimodal Marginals

Nov 3, 2023 - IZA - Institute of Labor Economics

Askitas, Nikos, 2023, "Opinion Copulas, Homophily and Multimodal Marginals", https://doi.org/10.15185/izadp.10753.1, Research Data Center of IZA (IDSC), V1

An empirically founded and widely established driving force in opinion dynamics is homophily i.e. the tendency of "birds of a feather" to "flock together". The closer our opinions are the more likely it is that we will interact and converge. Models using these assumptions are cal...

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