Jeffrey Näf – Medium

Jeffrey Näf

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Jeffrey Näf
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Towards Data Science

What Is a Good Imputation for Missing Values?

My current take on what imputation should be

Jun 8

What Is a Good Imputation for Missing Values?

Jun 8

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Jeffrey Näf
in
Towards Data Science

DRF: A Random Forest for (almost) everything

When Breiman introduced the Random Forest (RF) algorithm in 2001, did he know the tremendous effect it would have? Nowadays RF is a heavily…

Feb 1, 2022

DRF: A Random Forest for (almost) everything

Feb 1, 2022

Jeffrey Näf
in
Towards Data Science

How to Evaluate Your Predictions

Be mindful of the measure you choose

May 17

How to Evaluate Your Predictions

May 17

Jeffrey Näf
in
Towards Data Science

Random Forests in 2023: Modern Extensions of a Powerful Method

Random Forests came a long way

Nov 7, 2023

Random Forests in 2023: Modern Extensions of a Powerful Method

Nov 7, 2023

Jeffrey Näf
in
Towards Data Science

Variable Importance in Random Forests

Traditional Methods and New Developments

Nov 3, 2023

Variable Importance in Random Forests

Nov 3, 2023

Jeffrey Näf

CLVTools Version 0.10.0

Model your customers like never before

Oct 26, 2023

CLVTools Version 0.10.0

Oct 26, 2023

Jeffrey Näf
in
Towards Data Science

Random Forests and Missing Values

There is a very Intriguing Practical Fix

Jun 21, 2023

Random Forests and Missing Values

Jun 21, 2023

Jeffrey Näf
in
Towards Data Science

Studying the Gender Wage Gap in the US Using Distributional Random Forests

An example of a real data analysis with DRF

Feb 18, 2023

Studying the Gender Wage Gap in the US Using Distributional Random Forests

Feb 18, 2023

Jeffrey Näf
in
Towards Data Science

Inference for Distributional Random Forests

Confidence intervals for a powerful nonparametric method

Feb 17, 2023

Inference for Distributional Random Forests

Feb 17, 2023

Jeffrey Näf
in
Towards Data Science

Deep Dive into HPLBs for A/B testing using Random Forest

An alternative to p-values in A/B-Testing

Dec 12, 2022

Deep Dive into HPLBs for A/B testing using Random Forest

Dec 12, 2022

Jeffrey Näf

Jeffrey Näf

I am a researcher with a PhD in statistics, for more infos (publication, short bio etc) check out my website: https://jeffnaef.github.io/

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