I am a data analyst and researcher pursuing a PhD in experimental psychology. My academic experience includes designing and analysing cognitive neuroscience experiments. My area of expertise is how brain oscillations measured by electroencephalography represent perceptual processes (EEG). For the past nine years, I have worked as an expert on various platforms. My services include data analysis, experimental design, and software development, with a focus on science.

I primarily use the following statistical models:

• GLM (all types of ANOVA, nested factorial ANOVA, Multiple and Simple Regression)
• Non-parametric (Kruskal Wallis, Friedman’s ANOVA, Mann-Whitney U)
• Adaptability to a given distribution (gamma, normal, lognormal, etc.)

I have expertise in research methods and statistical analyses, particularly in the fields of psychology and neuroscience. If you require a research design, we can create one from scratch. I can provide you with a task for your experiment using MATLAB or Python.

Screening And Pre-processing Of Data:

• EEG or spike train data from a single neuron (artifact rejection, ICA, IIR filtering, wavelet convolution, peri stimulus histogram, etc.)
• Survey or behavioural data (reformatting, missing data, outlier screening, violation of assumptions, reliability, factor analysis).

Statistics And Data Analysis:

• Data from questionnaires (Correlation, Simple & Multivariate Regression, Chi-Square, Factor Analyses etc.)
• Data from a single neuron (entropy, mutual information estimation, correlograms)
• Biological modelling (Matlab Code)
• Behavioral information (reaction time, accuracy, omission via ANOVA or non-parametric tests)
• EEG information (time-frequency analyses, inter-trial coherence analyses, ERPs, connectivity by phase coherence).