Keith Lohse's repositories
HarmonizedAccelData
Code for processing raw Actigraph accelerometry data. Scripts correspond to the processed data archived on NICHD DASH "Harmonized Upper and Lower Limb Accelerometry Data" (https://dash.nichd.nih.gov).
difficulty_EEG
Motor learning study in which participants had self-control of difficulty during practice. The study is devided into analyses focus on learning and analyses focused on participants behavior during practice.
pediatric_RL
Data and code for pediatric motor learning studies exploring reinforment and error-based learning.
proteoQ
Processing and analysis of proteomics data
mixed_effects_models
Resources for creating mixed-effects models as analogues for ANOVA and for truly longitudinal models.
LMER_Clinical_Science
Linear Mixed Effect Regression for Clinical Scientists
spectral_slopes_aging
Data and script for pilot study of EEG power spectrum in younger and older adults.
ReproRehab
R programming exercises for learners enrolled in ReproRehab
power_simulations
Various statistical power simulations that I have written.
taylor_2022_CI_sequential_effects
Scripts and data files for a secondary data-analysis of the contextual interference (CI) effect in a motor learning study.
spectral_slopes_reliability
Dataset and code for comparing different methods of estimating the slope of the EEG power spectrum at rest and during a motor task.
power_reliability
Effects of reliability on statistical power for simple designs
reprorehab2022
Keith personal copy of reprorehab2022
grad_stats
Resources for teaching fundamentals of statistics using the general linear model.
python-essential-training-2449125
Python Essential Training
reinforcement-learning-an-introduction
Python Implementation of Reinforcement Learning: An Introduction
CommonDataModel
Definition and DDLs for the OMOP Common Data Model (CDM)
DevelopmentalDemo
Tutorial for developmental data with spectral parameterization.
Stroke-Analysis
Network approaches for stroke data analysis
Gait_VR
Deidentified data and analysis scripts for Gait & VR study
intervals
Examining confidence intervals in abstracts
LMER_v_RM_ANOVA
Comparison of linear mixed-effect regression to repeated-measures analysis of variance for dealing with longitudinal data
ASNR
Materials for sharing the American Society for Neurorehabilitation Conference.
fooof
Parameterizing neural power spectra.
PD_APAs
Single trial analyses of Anticipatory Postutural Adjustments in participants with Parkinson's disease.
SCORE_test_batteries
Behavioral and neuroimaging batteries recommended by the ENIGMA Stroke Recovery Consortium (http://chan.usc.edu/npnl/resources/enigma-stroke-recovery/score). Inlcuding macro-enabled Excels for easy data collection and export.
AltFit
Altitude Fitness Dataset
SCOAR_data_viz
Coding for the interactive figures of the SCOAR data visualization website.