Ruprecht-Karls-Universit�t Heidelberg
Diffusion Model Plot

Publications

Journal Publications

  • Lerche, V., Christmann, U., & Voss, A. (in press). Impact of Context Information on Metaphor Elaboration: A Diffusion Model Study. Experimental Psychology.
  • Janczyk, M., & Lerche, V. (2018). A diffusion model analysis of the response-effect compatibility effect. Journal of Experimental Psychology: General. doi: 10.1037/xge0000430
  • Lerche, V., Neubauer, A. B., & Voss, A. (2018). Effects of Implicit Fear of Failure on Cognitive Processing: A Diffusion Model Analysis. Motivation and Emotion, 42(3), 386-402. doi: 10.1007/s11031-018-9691-5
  • Lerche, V., & Voss, A. (2018). Speed-Accuracy Manipulation in Diffusion Modeling: Lack of Discriminant Validity of the Manipulation or the Parameter Estimates? Behavior Research Methods, 1-18. doi: 10.3758/s13428-018-1034-7
  • Lerche, V. & Voss, A. (2017). Experimental Validation of the Diffusion Model based on a Slow Response Time Paradigm. Psychological Research. doi: 10.1007/s00426-017-0945-8
  • Dutilh, G., Annis, J., Brown, S. D., Cassey, P., Evans, N. J., Grasman, R. P. P. P., Hawkins, G. E., Heathcote, A., Holmes, W. R., Krypotos, A.-M., Kupitz, C. N., Leite, F. P., Lerche, V., Lin, Y.-S., Logan, G. D., Palmeri, T. J., Starns, J. J., Trueblood, J. S., van Maanen, L., van Ravenzwaaij, D., Vandekerckhove, J., Visser, I., Voss, A., White C. N., Wiecki T. V., Rieskamp, J., & Donkin, C. (in press). The Quality of Response Time Data Inference: A Blinded, Collaborative Assessment of the Validity of Cognitive Models. Psychonomic Bulletin & Review. doi: 10.3758/s13423-017-1417-2
  • Neubauer, A. B., Lerche, V., & Voss, A. (2017). Inter-individual differences in the intra-individual association of competence and well-being: Combining experimental and intensive longitudinal designs. Journal of Personality. doi: 10.1111/jopy.12351
  • Lerche, V., Voss, A., & Nagler, M. (2017). How Many Trials are Required for Robust Parameter Estimation in Diffusion Modeling? A Comparison of Different Estimation Algorithms. Behavior Research Methods, 49(2), 513-537. doi: 10.3758/s13428-016-0740-2
  • Lerche, V., & Voss, A. (2017). Retest Reliability of the Parameters of the Ratcliff Diffusion Model. Psychological Research, 81(3), 629-652. doi: 10.1007/s00426-016-0770-5
  • Lerche, V., & Voss, A. (2016). Model Complexity in Diffusion Modeling: Benefits of Making the Model More Parsimonious. Frontiers in Psychology, 7(1324). doi: 10.3389/fpsyg.2016.01324
  • Hesse, T.-M., Lerche, V., Seiler, M., Knoess, K., & Paech, B. (2016). Documented decision-making strategies and decision knowledge in open source projects: An empirical study on Firefox issue reports. Information and Software Technology, 79, 36-51. doi: ://dx.doi.org/10.1016/j.infsof.2016.06.003
  • Voss, A., Voss, J., & Lerche, V. (2015). Assessing Cognitive Processes with Diffusion Model Analyses: A Tutorial based on fast-dm-30. Frontiers in Psychology, 6:336. doi: 10.3389/fpsyg.2015.00336
  • Voss, A., Nagler, M., & Lerche, V. (2013). Diffusion Models in Experimental Psychology: A Practical Introduction. Experimental Psychology, 60, 385-402. doi: 10.1027/1618-3169/a000218

Invited Talks

  • Lerche, V. (October 2017). Data Visualization using R. Invited talk at the Workshop "Discourse, Multimodality and Experimental Methods: Discourse Processing using Eye Tracking Technology", University of Heidelberg, Heidelberg, Germany.
  • Lerche, V. (September 2017). Introduction to Diffusion Modeling. Invited talk at the Summer School of the Priority Program of the German Research Foundation (SPP 1772), University of Freiburg, Freiburg, Germany.
  • Lerche, V. (May 2017). Diffusion Modeling: Why and How? Invited talk at the Research Colloquium of the Department of Cognitive and Experimental Psychology (Prof. Dr. Iring Koch), University of Aachen, Aachen, Germany.

Conference Contributions

  • Lerche, V., Neubauer, A., & Voss, A. (March 2018). Diffusion modeling in motivational psychology: Inter-individual differences in fear of failure predict cognitive processing. Talk at the "60. Tagung experimentell arbeitender Psychologen (TeaP) [Conference of Experimental Psychologists]" 2018 in Marburg.
  • von Krause, M., Lerche, V., Frischkorn, G., Schubert, A.-L., & Voss, A. (March 2018). The diffusion model can be used to analyse slow response time tasks. Poster presented at the "60. Tagung experimentell arbeitender Psychologen (TeaP) [Conference of Experimental Psychologists]" 2018 in Marburg.
  • Lerche, V., & Voss, A. (September 2017). Speed-Accuracy Manipulations: Are Effects in Non-Decision Time attributable to a Lack of Discriminant Validity of the Manipulation or to Trade-Offs in Parameter Estimation? Talk at the "13. Tagung der Fachgruppe Methoden & Evaluation der Deutschen Gesellschaft für Psychologie (FGME)" 2017 in Tübingen.
  • Radev, S. T., Lerche, V., Mertens, U., & Voss, A. (September 2017). Diffusion model analysis: a graphical user interface to fast-dm. Poster presented at the "13. Tagung der Fachgruppe Methoden & Evaluation der Deutschen Gesellschaft für Psychologie (FGME)" 2017 in Tübingen.
  • Lerche, V., & Voss, A. (July 2017). Effect of Speed-Accuracy Manipulations on Nondecision Time: Lack of Discriminant Validity of the Manipulation or the Parameter Estimation? - Simulation Studies based on the Diffusion Model. Poster presented at the "50th Annual Meeting of the Society for Mathematical Psychology (MathPsych)" 2017 in Coventry.
  • Radev, S. T., Lerche, V., Mertens, U., & Voss, A. (July 2017). Diffusion model analysis: a graphical user interface with fast-dm. Poster presented at the "50th Annual Meeting of the Society for Mathematical Psychology (MathPsych)" 2017 in Coventry.
  • Bucher, A., Lerche, V., Schott, M., & Voss, A. (March 2017). The influence of color distance perception on the red-attractiveness effect.Talk at the "59. Tagung experimentell arbeitender Psychologen (TeaP) [Conference of Experimental Psychologists]" 2017 in Dresden.
  • Lerche, V., & Voss, A. (March 2017). Weapon Identification Task: Stereotype or Brightness Effect? Talk at the "59. Tagung experimentell arbeitender Psychologen (TeaP) [Conference of Experimental Psychologists]" 2017 in Dresden.
  • Lerche, V., & Voss, A., & Buelow, A. (June 2016). Diffusion model analyses: do we need fast responses? Talk at the "47th European Mathematical Psychology Group Meeting (EMPG)" 2016 in Copenhagen.
  • Spiertz, A., Lerche, V., Skottke, E.-M. (March 2016). Multilevel modelling of driving behaviour illustrated with driving simulator data. Talk at the "58. Tagung experimentell arbeitender Psychologen (TeaP) [Conference of Experimental Psychologists]" 2016 in Heidelberg.
  • Buelow, A., Lueckel, M., Wicht, V., Morast, M., Schuchhardt, S., Stein, J., & Lerche, V. (March 2016). Wer hat Furcht vor Misserfolg? - Einfluss eines impliziten Motivs auf die Informationsverarbeitung. Poster presented at the "58. Tagung experimentell arbeitender Psychologen (TeaP) [Conference of Experimental Psychologists]" 2016 in Heidelberg.
  • Lerche, V., & Voss, A., & Buelow, A. (March 2016). Extending the Diffusion Model to Paradigms with Slower Responses. Talk at the "58. Tagung experimentell arbeitender Psychologen (TeaP) [Conference of Experimental Psychologists]" 2016 in Heidelberg.
  • Neubauer, A., & Voss, A., & Lerche, V. (March 2016). Using parameters obtained in intensive longitudinal designs to predict experimental effects: Exploring reliability and power. Talk at the "58. Tagung experimentell arbeitender Psychologen (TeaP) [Conference of Experimental Psychologists]" 2016 in Heidelberg.
  • Lerche, V., & Voss, A. (February 2016). Retest Reliability of the Parameters of the Ratcliff Diffusion Model. Talk at the " Australian Mathematical Psychology Conference (AMPC)" 2016 in Hobart, Australia.
  • Lerche, V., & Voss, A. (September 2015). Requisite Trial Numbers in Diffusion Model Analyses. Talk at the "12. Tagung der Fachgruppe Methoden & Evaluation der Deutschen Gesellschaft für Psychologie (FGME)" 2015 in Jena.
  • Lerche, V., & Voss, A. (September 2015). How Reliable are the Parameters of the Ratcliff Diffusion Model? Talk at the "46th European Mathematical Psychology Group Meeting (EMPG)" 2015 in Padova.
  • Lerche, V., Voss, A., & Neubauer, A. (March 2015). Why Fear of Failure Decreases Task Performance - a Diffusion Model Analysis. Poster presented at the "International Convention of Psychological Science (ICPS)" 2015 in Amsterdam.
  • Neubauer, A. B., Voss, A., & Lerche, V. (March 2015). The best of both worlds: Combining intensive longitudinal and experimental designs via multilevel structural equation modeling. Poster presented at the "International Convention of Psychological Science (ICPS)" 2015 in Amsterdam.
  • Lerche, V., & Voss, A. (March 2015). Test-Retest Reliability of the Parameters of the Ratcliff Diffusion Model. Talk at the "57. Tagung experimentell arbeitender Psychologen (TeaP) [Conference of Experimental Psychologists]" 2015 in Hildesheim.
  • Neubauer, A. B., Voss, A., & Lerche, V. (March 2015). Need frustration decreases well-being. Evidence from a daily-diary experimental study design. Talk at the "57. Tagung experimentell arbeitender Psychologen (TeaP) [Conference of Experimental Psychologists]" 2015 in Hildesheim.
  • Voss, A., & Lerche, V. (March 2015). Diffusion Model Analyses for Slow Decisions. Talk at the "57. Tagung experimentell arbeitender Psychologen (TeaP) [Conference of Experimental Psychologists]" 2015 in Hildesheim.
  • Lerche, V., & Voss, A. (July 2014). Guidelines for required numbers of trials in diffusion model analyses. Talk at the "45th European Mathematical Psychology Group Meeting (EMPG)" 2014 in Tübingen.
  • Voss, A., & Lerche, V. (July 2014). Diffusion model analyses for slow decisions. Talk at the "45th European Mathematical Psychology Group Meeting (EMPG)" 2014 in Tübingen.
  • Lerche, V., & Voss, A. (July 2014).The role of false fixations of parameters in diffusion model analysis. Talk at the "47th Annual Meeting of the Society for Mathematical Psychology (MathPsych)" 2014 in Québec City.
  • Lerche, V., & Voss, A. (April 2014).Less can be more - when more restricted parameter models lead to better estimates in diffusion model analysis. Talk at the "56. Tagung experimentell arbeitender Psychologen (TeaP) [Conference of Experimental Psychologists]" 2014 in Giessen.
  • Voss, A., & Lerche, V. (September 2013). Diffusionsmodellanalysen mit fast-dm. Talk at the "11. Tagung der Fachgruppe Methoden & Evaluation der Deutschen Gesellschaft für Psychologie (FGME)" 2013 in Klagenfurt.
  • Lerche, V., & Voss, A. (August 2013). How Many Trials are Needed for a Robust Diffusion Model Analysis? A Comparison of Different Optimization Criteria for Parameter Estimation. Talk at the "46th Annual Meeting of the Society for Mathematical Psychology (MathPsych)" 2013 in Potsdam.
  • Lerche, V., & Voss, A. (March 2013). I would like to apply a diffusion model to my experimental data - but do I have enough trials? Talk at the "55. Tagung experimentell arbeitender Psychologen (TeaP) [Conference of Experimental Psychologists]" 2013 in Vienna.
  • Voss, A., & Lerche, V. (March 2013). Diffusion Model Analyses for Slow Decisions: Is the Model useful for Research on Judgment and Decision Making? Talk at the "55. Tagung experimentell arbeitender Psychologen (TeaP) [Conference of Experimental Psychologists]" 2013 in Vienna.
zum Seitenanfang
Seitenbearbeiter: Veronika Lerche