Jannes Muenchow

Statistics and Probability · 2018

A researcher in the Science corpus: 1 paper; trusts 5 researchers and is trusted by 1 researcher here, as inferred from the citation graph.

Subfields

• Statistics and Probability — 11 citations into it
• Environmental Engineering — 10 citations into it; #5,376 of 5,479 by trust here, #4,694 by citations
• Global and Planetary Change — 8 citations into it
• Statistical Learning Theory — 7 citations into it
• Management, Monitoring, Policy and Law — 5 citations into it
• Management Science and Operations Research — 5 citations into it

Whom Jannes Muenchow trusts overall

Their strongest outbound trust, strongest first, inferred from their citations.

1. Alexander Brenning
2. Biswajeet Pradhan
3. Ron Kohavi
4. Alan Y. Chiang
5. Trevor J. Hastie
6. Hamid Reza Pourghasemi
7. Max Kuhn
8. Gérard Biau
9. S. Wenger
10. Ramón Díaz-Uriarte

Who trusts Jannes Muenchow overall

1. Hanna Meyer
2. Alexandre M. J.-C. Wadoux

Papers from Jannes Muenchow's perspective

Ordered by how strongly the researchers Jannes Muenchow trusts endorse each paper. Same corpus, a different order for every researcher.

1. Random Forests
2. The Elements of Statistical Learning: Data Mining, Inference, and Prediction
3. A Study of Cross-Validation and Bootstrap for Accuracy Estimation and Model Selection
4. Applied Predictive Modeling
5. Random Search for Hyper-Parameter Optimization
6. Testing the predictive performance of distribution models
7. Statistics For Spatial Data
8. A Tutorial on Bayesian Optimization of Expensive Cost Functions, with Application to Active User Modeling and Hierarchical Reinforcement Learning
9. Assessing transferability of ecological models: an underappreciated aspect of statistical validation
10. A random forest guided tour

Their papers

• Performance evaluation and hyperparameter tuning of statistical and machine-learning models using spatial data (2018) — 439 citations