Estimation and interpretation of 1/fα noise in human cognition

By Eric-Jan Wagenmakers, Simon Farrell, Roger Ratcliff. 2004

356 citations recorded by the source corpus.

Subfields: Economics and Econometrics, Experimental and Cognitive Psychology, Statistical and Nonlinear Physics

View Paper: https://www.semanticscholar.org/paper/6018c3878b5f38c1ce1bb9827561aaa919837cf6

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

In Economics and Econometrics

1. Alberto Montanari
2. Michael Breakspear
3. Demetris Koutsoyiannis
4. Günter Blöschl

In Experimental and Cognitive Psychology

1. Marcus E. Raichle
2. Abraham Z. Snyder
3. Michael Breakspear
4. Michael D. Fox
5. Andrew Zalesky
6. Justin L. Vincent

In Statistical and Nonlinear Physics

1. Alberto Montanari
2. Abraham Z. Snyder
3. Michael Breakspear
4. Demetris Koutsoyiannis
5. Andrew Zalesky
6. Leonardo L. Gollo
7. Luca Cocchi
8. Simon Michael Papalexiou

Citations in the corpus

• Criticality in the brain: A synthesis of neurobiology, models and cognition. (2017, background): “n Orden et al., 2005). However, definitive support for this position, as well as putative underlying causes such as criticality, do remain contentious (Heathcote et al., 2000; Heathcote et al., 1991; Wagenmakers et al., 2004). A rich literature on critical dynamics in brain and behaviour exists. How”
• Statistical analysis of hydroclimatic time series: Uncertainty and insights (2007, background): “, 1994], ecology [Halley and Inchausti, 2004], physiology [Hausdorff et al, 1997], psychology [Wagenmakers et al., 2004], economics [Ray and Tsay, 2000], politics [Byers et al.”
• The temporal structures and functional significance of scale-free brain activity (2010, neutral): “…been used extensively in economics (Erland and Greenwood, 2007; Granger, 1980) and has been applied with considerable success to modeling the power-law distribution of psychological data, such as the fluctuations of reaction times in a decision making task (Wagenmakers et al., 2004; Ward, 2002).”
• Intrinsic fluctuations within cortical systems account for intertrial variability in human behavior. (2007, background): “Variability in human behavior often displays a specific 1/f frequency distribution with greater power at lower frequencies (Gilden, 2001; Gilden et al., 1995; Wagenmakers et al., 2004).”
• A tutorial on Gaussian process regression: Modelling, exploring, and exploiting functions (2016, neutral): “For this, we analyse 4 participants of Wagenmakers et al. (2004) original study investigating long distance dependencies.”