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Name: David Izydorczyk

Type: User

Bio: Postdoc at the Chair of Experimental Psychology at the University of Mannheim. Studying processes of people's judgments and estimations. Mostly R + Python.

Hi there 👋

I’m a postdoctoral researcher at the Chair of Experimental Psychology at the University of Mannheim. I research the processes underlying people's judgments and how they can be described with mathematical models, ways to improves people's judgment and estimation accuracy, and how to measure and analyze similarity judgments.

I teach students about experimental design, R, and experimental psychology (e.g., cognitive illusion and biases).

I also teach PhD courses about how to use R and the tidyverse (for beginners and advanced users) R Shiny, LaTeX and lab.js.

David Izydorczyk's Projects

analysis-of-factorial-designs-for-psychologists

Lesson files used in the Analysis of Factorial Designs for Psychologists.

art-from-code

bayescogsci

Draft of book entitled An Introduction to Bayesian Data Analysis for Cognitive Science by Nicenboim, Schad, Vasishth

bayesiandesignanalysisdi

cgcd

cognitive_illusion_experiments

Contains links to the experiments of the Cognitive Illusions seminar

coursera-deep-learning-specialization

Notes, programming assignments and quizzes from all courses within the Coursera Deep Learning specialization offered by deeplearning.ai: (i) Neural Networks and Deep Learning; (ii) Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization; (iii) Structuring Machine Learning Projects; (iv) Convolutional Neural Networks; (v) Sequence Models

datasharing

The Leek group guide to data sharing

davtools

Helper Functions to Improve my Life

dizyd

My personal repository

dizyd.github.io

functions

General helper functions

gbmds

introduction-to-shiny-r

introduction_to_labjs

knowledge

Repository for the scripts and files of the DFG funded projekt #Knowledge investigating the seeding effect in a social media context

llm4jdm

Large language models in jugdment and decision making research

mdshelper

MDS Helper Functions

minimal-mistakes

:triangular_ruler: Jekyll theme for building a personal site, blog, project documentation, or portfolio.

online-experiments

platformer

raspberry_pi_plant_camera

This repository contains the code to automatically monitor the growth of a common house plant via a Raspberry Pi 4

seminar_cognitivepsychology

Analysis for the seminar cognitive psychology

seminar_mediapsychology

statistical_rethinking_with_brms_ggplot2_and_the_tidyverse

Reexpress McElreath’s "Statistical Rethinking" (2015) by fitting the models in brms, plotting with ggplot2, and data wrangling with tidyverse-style syntax.

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Hi there 👋

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