Faculteit der Maatschappij- en Gedragswetenschappen
H.M. Huizenga
dr. H.M. (Hilde) Huizenga
Programmagroep Ontwikkelingspsychologie Universiteit van Amsterdam


Weesperplein 4
1018 XA Amsterdam

Telefoon
0205256826
0205256830

http://home.medewerker.uva.nl/h.m.huizenga/
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Biographical sketch & interests

Hilde Huizenga is associate professor at the department of psychology, University of Amsterdam.

Research: my main research interest is mathematical modeling of behavior and brain activity, in particular related to (clinical) development and aging.

Teaching: various courses on statistics and a course on child and adolescent development

 

 

Software



powerful fMRI and fMRI connectivity analysis (R package ARF)

reliable meta-regression (R-package meta-test)

reliable multivariate diagnosis (webpage multivariate normative comparisons)

CV



CV

Publications

Publications in refereed journals

Psychological assessment

  • Smeding, H, Speelman, JD, Huizenga, HM, Schuurman, PR,Schmand, B (2011). Predictors of cognitive and psychosocial outcome after STN DBS in Parkinson Disease. Journal of Neurology, Neurosurgery, and Psychiatry , 82(7), 754-760.
  • Grasman, RPPP, Huizenga, HM, Geurts, HM (2010). Departure from normality in multivariate normative comparisons: the Cramér alternative for Hotelling's T 2 . Neuropsychologia , 48(5),1510-1516.
  • Schilder, CM, Seynaeve, C, Beex, LV, Boogerd, W, Linn, SC, Gundy, CM, Huizenga, HM, Nortier, JW, Velde, CJ van der, van Da, FS, & Schagen, SB (2010). Effects of tamoxifen and exemestane on cognitive functioning of postmenopausal patients with early breast cancer: results from the Dutch TEAM trial neuropsychological side study . Journal of Clinical Oncology, 28(8), 1294-1300.
  • Huizenga, HM, Smeeding, H, Grasman, RPPP, Schmand, B (2007). Multivariate normative comparisons. Neuropsychologia, 45, 2534-2542.

 

Meta-regression

  • Huizenga, HM, Visser, I & Dolan, CV (2011). Hypothesis testing in random effects meta-regression. British Journal of Mathematical and Statistical Psychology, 64(1), 1-19.
  • Schmand, B, Huizenga, HM, & van Gool, WA. (2010). Meta-analysis of CSF and MRI biomarkers for detecting preclinical Alzheimer's disease. Psychological Medicine , 40(1), 135-145.
  • Huizenga, HM, van Bers, BMCW, Plat, J, van den Wildenberg, WPM, & van der Molen, MW (2009). Task complexity enhances response inhibition deficits in childhood and adolescent ADHD: a meta-regression analysis. Biological Psychiatry , 65, 39-45.

 

(Development of) decision making

  • Huizenga, HM, Wetzels, R, van Ravenzwaaij, D, Wagenmakers, & E-J. Four empirical tests of unconscious thought theory. Organizational Behavior and Human Decision Processes, in press.
  • Jansen, BRJ, van Duijvenvoorde, A, Huizenga, HM (2012). Development and Individual Differences in Decision Making Rules. Journal of Experimental Child Psychology,111, 87-100. 
  • van Duijvenvoorde, A, Jansen, BRJ, Bredman, J, & Huizenga, HM (2012). Age related changes in affective decision making: comparing informed and non-informed situations. Developmental Psychology , 48(1), 192
  • van Duijvenvoorde, A, Jansen, BRJ, Visser, I, & Huizenga, HM (2010). Affective and cognitive decision making in adolescents. Developmental Neuropsychology, 35(5), 539-554.
  • Huizenga, HM, Crone, EA, & Jansen, BRJ (2007). Decision-making in healthy children, adolescents and adults explained by the use of increasingly complex proportional reasoning rules. Developmental Science , 10(6), 814-825.

 

Intelligence, diffusion model

  • Zeguers, MHT, Snellings, P, Tijms, J, Tamboer, P, Weeda, WD, Bexkens, A, & Huizenga, HM (2011). Specifying Theories of Developmental Dyslexia: A Diffusion Model Analysis of Word Recognition. Developmental Science, 14(6), 1340-1354.  
  • Van der Molen, MJW , Huizinga, M, Huizenga, HM, Ridderinkhof, KR , Van der Molen, MW , Hamel, BJC, Curfs, LMG, & Ramakers, GJA (2010). Profiling Fragile X Syndrome in Males: Strengths and weaknesses in cognitive abilities. Research in Developmental Disabilities, 31(2), 426-439.
  • Van der Maas, HLJ, Dolan, CV, Grasman, RPPP, Wicherts, JM, Huizenga, HM, & Raijmakers, MEJ (2007). A dynamicalmodel of general intelligence : the positive manifold of intelligence by mutualism, Psychological Review, 113(4), 842-861.

 

Neuroimaging methods

  • Weeda, WD, Grasman, RPPP, Waldorp, LJ., van de Laar, MC, van der Molen, MW, & Huizenga, HM. A Fast and Reliable Method for Simultaneous Waveform, Amplitude and Latency Estimation of Single Trial EEG/MEG Data. PLOS-ONE , in revision.
  • Van de Laar, MC, Van den Wildenberg, WPM, van Boxtel, GJM,Huizenga,HM, & Van der Molen, MW (2010). Lifespan Changes in Motor Activation and Inhibition duringChoice Reactions: A Laplacian ERP study. Biological Psychology, in press.
  • Weeda, WD, de Vos F, Waldorp, LJ, Grasman, RPPP, & Huizenga, HM (2011). Arf3DS4: An integrated framework for localization and connectivity analysis of fMRI data. Journal of Statistical Software, 44(14).
  • Weeda, WD, Waldorp, LJ, Grasman, RPPP, van Gaal, S & Huizenga, HM (2011). Functional connectivity analysis of fMRI data using parameterized regions of interest. Neuroimage, 54(1), 410-416.
  • Weeda, WD., Waldorp, LJ, Christoffels, I, & Huizenga, HM (2009). Activated Region Fitting: a robust high power method for fMRI analysis using parameterized regions of activation. Human Brain Mapping, 30, 2595–2605 .
  • Waldorp, LJ, Huizenga, HM, Grasman, RPPP & Molenaar, PCM (2006). Hypothesis testing in distributed source models for EEG and MEG data. Human Brain Mapping, 27(2), 114-128.
  • Waldorp, LJ, Grasman, RPPP & Huizenga, HM (2006) Goodness-of-fit and confidence intervals for approximate models. Journal of Mathematical Psychology, 50(2), 203-213.
  • Bijma, F, de Munck, JC, Huizenga, HM, Nehorai, A & Heethaar, RM (2005). Simultaneous estimation and testing of sources in multiple MEG data sets. IEEE Transactions on Signal Processing, 53(9), 3449-3460.
  • Waldorp, LJ, Huizenga, HM, Grasman, RPPP & Molenaar, PCM (2005). The Wald test and Cramer-Rao Bound inelectromagnetic source analysis. IEEE Transactions on Signal Processing, 53(9), 3427-3435.
  • Grasman, RPPP, Huizenga, HM, Waldorp, LJ, Bocker, KBE & Molenaar, PCM (2005) Stochastic maximum likelihood mean and cross spectrum structure estimation of EEG/MEG dipole sources. Digital Signal Processing, 15(1), 56-72.
  • Waldorp, LJ, Huizenga, HM, Nehorai, A., Grasman, RPPP & Molenaar,PCM (2005). Model selection in spatio-temporal electromagnetic source analysis. IEEE Transactions on Biomedical Engineering, 52(3), 414-420.
  • Bijma, F, de Munck, JC, Bocker, KBE, Huizenga, HM & Heethaar, RM (2004). The coupleddipole model: an integrated model for multiple MEG/EEG data sets. Neuroimage , 23(3), 890-904.
  • Grasman, RPPP, Huizenga, HM, Waldorp, LJ, Bocker, KBE & Molenaar, PCM (2004). Frequency domain simultaneous source and source coherence estimation with an application to MEG. IEEE Transactions on Biomedical Engineering, 51(1), 45-55.
  • Bijma, F, de Munck, JC, Huizenga, HM & Heethaar, RM (2003). A mathematical approach to the temporal stationarity of background noise in MEG/EEG measurements. Neuroimage , 20(1), 233-243.
  • Huizenga, HM, de Munck, JC, Waldorp, LJ, Grasman & RPPP (2002). Spatiotemporal EEG/MEG source analysis based on a parametric-noise covariance model. IEEE Transactions on Biomedical Engineering, 49(6), 533-539.
  • de Munck, JC, Huizenga, HM, Waldorp, LJ & Heethaar, RM (2002). Estimating stationary dipoles from MEG/EEG data contaminated with spatially and temporally correlated background noise. IEEE Transactions on Signal Processing, 50 (7), 1565-1572.
  • Huizenga, HM, Heslenfeld, DJ& Molenaar, PCM (2002). Optimal measurement conditions for spatiotemporal EEG/MEG source analysis. Psychometrika , 67 (2), 299-313.
  • Waldorp, LJ, Huizenga, HM, Grasman, RPPP, Bocker, KBE, de Munck, JC & Molenaar, PCM (2002). Model selection in electromagnetic source analysis with anapplication to VEFs. IEEE Transactions on Biomedical Engineering , 49 (10), 1121-1129.
  • Böcker, KBE,Baas, JMP, Kenemans, JL, Verbaten, MN, & Huizenga HM (2001). Electrophysiological manifestations of fear-induced selective attention. Biomedizinische Technik , 46(2), 239-241.
  • Huizenga, HM, van Zuijen, TL, Heslenfeld, DJ & Molenaar, PCM (2001). Simultaneous MEG and EEG source analysis. Physics in Medicine and Biology, 46(7),1737-1751.
  • Waldorp, LJ, Huizenga, HM, Dolan, CV & Molenaar, PCM (2001). Estimated generalized least squares electromagnetic source analysis based on a parametric noise covariance model. IEEE Transactions on Biomedical Engineering, 48(6), 737-741.
  • Huizenga, HM & Molenaar, PCM (1996). Ordinary least squares dipole localization is influenced by the reference. Electroencephalography and Clinical Neurophysiology, 99(6), 562-567.
  • Huizenga, HM & Molenaar, PCM (1995). Equivalent source estimation of scalp potential fields contaminated by heteroscedastic and correlated noise. Brain Topography , 8(1), 13-33.
  • Huizenga, HM & Molenaar, PCM (1994). Estimating and testing the sources of evoked-potentials in the brain. Multivariate Behavioral Research, 29(3), 237-262.

 

Books, or contributions to books

  • Molenaar, PCM, Huizenga, HM, & Nesselroade, JR (2003). The relationship between the structure of inter-individual and intra-individual variability: A theoretical and empirical vindication of developmental systems theory. In U. M. Staudinger & U. Lindenberger (Eds.), Understanding Human Development. Dordrecht: Kluwer
  • Molenaar, PCM, Huizenga, HM, & van der Maas, HLJ (1996). Spatio-temporal modeling of brain wavesIn R.W. Thatcher (Ed.), Developmental Neuroimaging . San Diego: Academic Press.
  • Huizenga, HM (1995). The Statistical Approach to Electromagnetic Source Localization in the Brain. (Ph.D. Thesis), Amsterdam, University of Amsterdam.
  • Somsen, RJK, van Beek, BE, Huizenga, HM, & Molenaar, PCM (1995). BM: A multifunctional EEG brain mapping program for the PC. In AE Akkerman,AN Brand, FJ Maarsse, LJM Mulder, WPB Sjouw & MJ van der Stelt (Eds.) Computers in Psychology. Amsterdam: Swets and Zeitlinger.

 

Publications in Dutch

  • Bexkens, A, Huizenga, HM, Collot d'Escury-Koenigs , A, & van der Molen, MW (2009). Risicogedrag bij jongeren met een licht verstandelijke beperking. Onderzoek & Praktijk,7,14-17.


 Proceedings:

  • Bijma, F, De Munck, JC, Huizenga, HM & Heethaar, RM (2002). A mathematical model for the temporal covariance of the background noise in MEG/EEG-measurements. Biomag 2002, Proceedings of the 13th International Conference on Biomagnetism, VDEVerlag, Berlin. pp. 1006-1008.
  • Böcker, KBE, Waldorp, LJ, Grasman, RPPP, De Munck, JC, Kenemans, JL, & Huizenga, HM (2002). Estimating the Number of Sources in a VEF/MRI Study. Biomag 2002, Proceedings of the 13th International Conference on Biomagnetism, VDE Verlag, Berlin. pp. 454-456.
  • Grasman, RPPP, Huizenga, HM, Molenaar, PCM, & Waldorp, LJ (2000). Electromagnetic source localization and interactions between neural generators, in Biomag2000, Proc. 12th Int. Conf. on Biomagnetism, J. Nenonen, R.J. Ilmoniemi, and T. Katila, eds. (Helsinki Univ. of Technology, Espoo, Finland, 2001), pp. 738-741.
  • Grasman, RPPP, Huizenga, HM, Waldorp, LJ, Böcker, KBE, & Molenaar, PCM (2002). Frequency domain analysis of EEG/MEG sources and their interactions. Biomag 2002, Proceedings of the 13th International Conference on Biomagnetism, VDE Verlag, Berlin. pp. 751-753.
  • De Munck, JC , Bijma, F,Huizenga, HM, Waldorp, LJ, & Heethaar, RM (2002). Spatial and temporal correlations in MEG/EEG background noise. Biomag 2002, Proceedings of the 13th International Conference on Biomagnetism, VDE Verlag, Berlin. pp. 819-821.
  • Huizenga, HM, & Molenaar, PCM (1994). A stepwise statistical approach to equivalent dipole estimation. Proceedings '5th international congress on brain electromagnetic topography'. Münster.
  • Huizenga, HM, & Molenaar, PCM (1995). A statistical approach to the estimation of active brain regions. Proceedings '9th European meeting of the psychometric society'. Leiden.
  • Huizenga, HM, & Molenaar, PCM (1996) The statistical approach to electromagnetic source localizationin the brain'. Proceedings '1996 annual meeting of the psychometric society'. Bannf.
  • Huizenga, HM, Van Zuijen, TL,Heslenfeld, DJ, & Molenaar,PCM (2000). Simultaneous MEG and EEG source analysis, in Biomag2000, Proc. 12th Int. Conf. on Biomagnetism, J. Nenonen, R.J. Ilmoniemi, and T. Katila, eds. (Helsinki Univ. of Technology, Espoo, Finland, 2001), pp. 773-776.
  • Huizenga, HM, Heslenfeld, DJ, & Molenaar, PCM (2000). Optimal design for EEG/MEG source analysis, in Biomag2000, Proc. 12th Int. Conf. on Biomagnetism, J. Nenonen, R.J. Ilmoniemi, and T. Katila, eds. (Helsinki Univ. of Technology, Espoo, Finland, 2001),pp. 769-772.
  • Huizenga, HM, Waldorp, LW, & Grasman, RPPP (2000). Maximum likelihood spatiotemporal electromagnetic source analysis, in Biomag2000, Proc. 12th Int. Conf. on Biomagnetism, J. Nenonen, R.J. Ilmoniemi, and T. Katila, eds. (Helsinki Univ. of Technology, Espoo, Finland, 2001), pp. 721-724.
  • Huizenga, HM, Grasman, RPPP, Waldorp, LJ, De Munck, JC, Böcker, KBE, & Molenaar, PCM (2002). Analysis of EEG/MEG sources and their lagged covariances. Biomag 2002, Proceedings of the 13th International Conference on Biomagnetism, VDE Verlag, Berlin. pp. 825-828
  • Waldorp, LJ, Huizenga, HM, Dolan, CV, Grasman, RPPP, & Molenaar, PCM (2000). Maximum Likelihood Estimation with a Parametric Noise Covariance Model for Instaneous and Spatio-Temporal Electromagnetic Source Analysis. SAU 2000 workshop, MIT (and IEEE), Cambridge, Massachusetts, U.S.A, March 2000, 5 p.
  • Waldorp, LJ, Huizenga, HM, Molenaar, PCM., & Grasman, RPPP (2000). Model selection procedures in electromagnetic source analysis, in Biomag2000, Proc. 12th Int. Conf. on Biomagnetism, J. Nenonen, R.J. Ilmoniemi, and T. Katila, eds. (Helsinki Univ. of Technology, Espoo, Finland, 2001), pp. 693-696.
  • Waldorp, LJ, Huizenga, HM, Grasman, RPPP, Böcker, KBE, De Munck, JC, & Molenaar, PCM (2002).Model selection in electromagneticsource analysis with an application to VEF's. Biomag 2002, Proceedings ofthe 13th International Conference on Biomagnetism, VDE Verlag, Berlin. pp 807-809.