Sacha Epskamp
Experimental and Cognitive Psychology · 2012–2021
A researcher in the Science corpus: 20 papers; trusts 116 researchers and is trusted by 39 researchers here, as inferred from the citation graph.
Subfields
- Experimental and Cognitive Psychology — 177 citations into it; #332 of 9,731 by trust here, #127 by citations
- Statistics and Probability — 126 citations into it
- Clinical Psychology — 90 citations into it; #6,699 of 8,024 by trust here, #4,314 by citations
- Artificial Intelligence — 89 citations into it
- Cognitive Neuroscience — 75 citations into it; #667 of 10,852 by trust here, #1,333 by citations
- Statistical and Nonlinear Physics — 71 citations into it; #557 of 10,127 by trust here, #433 by citations
- Social Psychology — 46 citations into it
- Molecular Biology — 43 citations into it
Whom Sacha Epskamp trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Robert Tibshirani
- Denny Borsboom
- A. Cramer
- Yves Rosseel
- Rina Foygel
- Mark Newman
- Eiko I. Fried
- Jiahua Chen
- Trevor J. Hastie
- G. Costantini
Who trusts Sacha Epskamp overall
- Eiko I. Fried
- D. Hevey
- Hudson F. Golino
- Denny Borsboom
- G. Costantini
- Lourens J. Waldorp
- A. Cramer
- Jonas M. B. Haslbeck
- Alexander P. Christensen
- Richard J. McNally
Papers from Sacha Epskamp's perspective
Ordered by how strongly the researchers Sacha Epskamp trusts endorse each paper. Same corpus, a different order for every researcher.
- Regression Shrinkage and Selection via the Lasso
- High-dimensional graphs and variable selection with the Lasso
- Estimating the Dimension of a Model
- ImageNet classification with deep convolutional neural networks
- Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
- Gradient-based learning applied to document recognition
- Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
- The Elements of Statistical Learning
- The Adaptive Lasso and Its Oracle Properties
- Regularization Paths for Generalized Linear Models via Coordinate Descent
Their papers
- Estimating the reproducibility of psychological science (2015) — 7,174 citations
- Bayesian inference for psychology. Part II: Example applications with JASP (2017) — 1,530 citations
- Generalized Network Psychometrics: Combining Network and Latent Variable Models (2016) — 518 citations
- Network analysis of multivariate data in psychological science (2021) — 1,105 citations
- Which estimation method to choose in network psychometrics? Deriving guidelines for applied researchers. (2021) — 305 citations
- Mental Health and Social Contact During the COVID-19 Pandemic: An Ecological Momentary Assessment Study (2020) — 155 citations
- Descriptive, Predictive and Explanatory Personality Research: Different Goals, Different Approaches, but a Shared Need to Move beyond the Big Few Traits (2020) — 178 citations
- JASP: Graphical Statistical Software for Common Statistical Designs (2019) — 905 citations
- What do centrality measures measure in psychological networks? (2019) — 1,111 citations
- Stability and variability of personality networks. A tutorial on recent developments in network psychometrics (2017) — 232 citations
- The Gaussian Graphical Model in Cross-Sectional and Time-Series Data (2016) — 897 citations
- Regularized Gaussian Psychological Networks: Brief Report on the Performance of Extended BIC Model Selection (2016) — 66 citations
- Estimating psychological networks and their accuracy: A tutorial paper (2016) — 4,610 citations
- What are 'good' depression symptoms? Comparing the centrality of DSM and non-DSM symptoms of depression in a network analysis. (2016) — 637 citations
- A Tutorial on Regularized Partial Correlation Networks (2016) — 2,425 citations
- Exploratory graph analysis: A new approach for estimating the number of dimensions in psychological research (2016) — 868 citations
- State of the aRt personality research: A tutorial on network analysis of personality data in R (2015) — 890 citations
- A new method for constructing networks from binary data (2014) — 674 citations
- Deconstructing the construct: A network perspective on psychological phenomena (2013) — 678 citations
- Qgraph: Network visualizations of relationships in psychometric data (2012) — 4,464 citations