Ellen Hamaker | Academic Influence

Ellen Hamaker's AcademicInfluence.com Rankings

Ellen Hamaker

Psychology

#4181

World Rank

#4672

Historical Rank

psychology Degrees

Ellen Hamaker

Mathematics

#8089

World Rank

#10986

Historical Rank

Statistics

#1105

World Rank

#1210

Historical Rank

Measure Theory

#3440

World Rank

#4058

Historical Rank

mathematics Degrees

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Psychology
Mathematics

Ellen Hamaker's Degrees

PhD Psychology University of Amsterdam
Masters Psychology University of Amsterdam

Why Is Ellen Hamaker Influential?

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According to Wikipedia, Ellen Louise "E.L." Hamaker is a Dutch-American psychologist, and statistician. Since 2018 she has been a full professor at Utrecht University, holding the chair Longitudinal Data Analysis at the Department of Methodology and Statistics. Her work focuses on the development of statistical models for the analysis of intensive longitudinal data in psychology, mainly within the frameworks of structural equation modeling and time series analysis.

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Ellen Hamaker's Published Works

Number of citations in a given year to any of this author's works

Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author

Published Works

A critique of the cross-lagged panel model. (2015) (1533)
Why researchers should think "within-person": A paradigmatic rationale. (2012) (379)
Dynamic Structural Equation Models (2018) (326)
Statistical Modeling of the Individual: Rationale and Application of Multivariate Stationary Time Series Analysis (2005) (193)
Three Extensions of the Random Intercept Cross-Lagged Panel Model (2020) (190)
The integrated trait–state model (2007) (188)
No Time Like the Present (2017) (184)
At the Frontiers of Modeling Intensive Longitudinal Data: Dynamic Structural Equation Models for the Affective Measurements from the COGITO Study (2018) (179)
Investigating inter-individual differences in short-term intra-individual variability. (2012) (154)
How to compare cross-lagged associations in a multilevel autoregressive model. (2016) (149)
A unified framework of longitudinal models to examine reciprocal relations. (2019) (144)
Modeling Affect Dynamics: State of the Art and Future Challenges (2015) (134)
A primer on two-level dynamic structural equation models for intensive longitudinal data in Mplus. (2019) (128)
Structural Equation Modeling : A Multidisciplinary Journal (2017) (118)
From Data to Causes I: Building A General Cross-Lagged Panel Model (GCLM) (2019) (114)
Changing Dynamics: Time-Varying Autoregressive Models Using Generalized Additive Modeling (2017) (105)
To center or not to center? Investigating inertia with a multilevel autoregressive model (2015) (86)
The fixed versus random effects debate and how it relates to centering in multilevel modeling. (2020) (81)
Equivalence and Differences Between Structural Equation Modeling and State-Space Modeling Techniques (2010) (79)
A Comparison of Inverse-Wishart Prior Specifications for Covariance Matrices in Multilevel Autoregressive Models (2016) (74)
Modeling Nonstationary Emotion Dynamics in Dyads using a Time-Varying Vector-Autoregressive Model (2018) (72)
Discrete- vs. Continuous-Time Modeling of Unequally Spaced Experience Sampling Method Data (2017) (71)
A Multilevel AR(1) Model: Allowing for Inter-Individual Differences in Trait-Scores, Inertia, and Innovation Variance (2015) (65)
Investigating spousal influence using moment-to-moment affect data from marital conflict. (2011) (61)
Time to get personal? The impact of researchers choices on the selection of treatment targets using the experience sampling methodology (2019) (59)
Conditions for the Equivalence of the Autoregressive Latent Trajectory Model and a Latent Growth Curve Model With Autoregressive Disturbances (2005) (58)
Comparisons of Four Methods for Estimating a Dynamic Factor Model (2008) (57)
Dynamic Latent Class Analysis (2017) (57)
From Data to Causes II: Comparing Approaches to Panel Data Analysis (2019) (50)
Get Over It! A Multilevel Threshold Autoregressive Model for State-Dependent Affect Regulation (2014) (48)
Measurement Error and Person-Specific Reliability in Multilevel Autoregressive Modeling (2019) (45)
Incorporating measurement error in n = 1 psychological autoregressive modeling (2015) (44)
On the Nature of SEM Estimates of ARMA Parameters (2002) (43)
Bayesian Estimation of Multilevel Models (2010) (42)
Model Selection Based on Information Criteria in Multilevel Modeling (2010) (42)
Investigating black-white differences in psychometric IQ : Multi-group confirmatory factor analyses of the WISC-R and KABC and a critique of the method of correlated vectors (2004) (39)
Using Threshold Autoregressive Models to Study Dyadic Interactions (2009) (38)
ARMA-Based SEM When the Number of Time Points T Exceeds the Number of Cases N: Raw Data Maximum Likelihood (2003) (36)
A Continuous-Time Approach to Intensive Longitudinal Data: What, Why, and How? (2018) (32)
Modeling BAS Dysregulation in Bipolar Disorder (2016) (32)
Perceptual and conceptual priming in patients with dissociative identity disorder (2002) (31)
Regime Switching State-Space Models Applied to Psychological Processes: Handling Missing Data and Making Inferences (2012) (30)
What's in a Day? A Guide to Decomposing the Variance in Intensive Longitudinal Data (2016) (29)
Regime-switching models to study psychological processes (2010) (29)
Psychopathological networks: Theory, methods and practice. (2021) (26)
Representing time-varying cyclic dynamics using multiple-subject state-space models. (2009) (25)
Idiographic data analysis: quantitative methods - from simple to advanced (2009) (24)
Description, prediction and causation: Methodological challenges of studying child and adolescent development (2020) (21)
On the Trajectories of the Predetermined ALT Model: What Are We Really Modeling? (2011) (19)
On the Use of Mixed Markov Models for Intensive Longitudinal Data (2017) (19)
Using information criteria to determine the number of regimes in threshold autoregressive models (2009) (15)
Time to Intervene: A Continuous-Time Approach to Network Analysis and Centrality (2020) (14)
Using Innovative Outliers to Detect Discrete Shifts in Dynamics in Group-Based State-Space Models (2009) (14)
What We Can and Cannot Conclude About the Relationship Between Steep Temporal Reward Discounting and Hyperactivity-Impulsivity Symptoms in Attention-Deficit/Hyperactivity Disorder (2010) (13)
Using a Few Snapshots to Distinguish Mountains from Waves: Weak Factorial Invariance in the Context of Trait-State Research (2017) (12)
Using multilevel path analysis in analyzing 24-h ambulatory physiological recordings applied to medically unexplained symptoms. (2010) (10)
A squared standard error is not a measure of individual differences (2019) (8)
A Meta-View of Multivariate Statistical Inference Methods in European Psychology Journals (2013) (7)
How to run a multiple indicator RI-CLPM with Mplus (2018) (7)
Genetic influences on development (2000) (5)
From Data to Causes III: Bayesian Priors for General Cross-Lagged Panel Models (GCLM) (2021) (5)
The baby and the bathwater: On the need for substantive–methodological synergy in organizational research (2021) (4)
Bio boss - Information and Data Management Software for Fermentation Process Development (1992) (4)
Time series analysis and the individual as the unit of psychological research (2004) (2)
How to inspect fruit (2007) (2)
Commentary: How to Inspect Fruit (2007) (2)
The development of executive control from childhood through young-adulthood: A latent variables approach (2005) (1)
Modeling Nonstationary Emotion Dynamics in Dyads Using a Semiparametric Time-Varying Vector Autoregressive Model (2015) (1)
Paint it Black: Using Change-Point Analysis to Investigate Increasing Vulnerability to Depression towards the End of Vincent van Gogh’s Life (2017) (1)
Get Over It! A Multilevel Threshold Autoregressive Model for State-Dependent Affect Regulation (2014) (0)
Methodology and statistics for the behavioural and social sciences (2006) (0)
The Curious Case of the Cross-Sectional Correlation. (2023) (0)
Regime Switching State-Space Models Applied to Psychological Processes: Handling Missing Data and Making Inferences (2012) (0)
Psychopathological networks: Theory, methods and practice ⋆ Behaviour Research and Therapy (2022) (0)
MODERN MODELING METHODS 2016 (2016) (0)
Running head: DSEM 1 Dynamic structural equation modeling as a combination of time series modeling, multilevel modeling, and structural equation modeling (2021) (0)
Not straightforward: Mediation and networks in continuous time (2015) (0)
Time to Intervene: A Continuous-Time Approach to Network Analysis and Centrality (2021) (0)
Do We Need More Methods (2012) (0)

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