Resources

Useful resources for me / my collaborators / my students / whoever else interested

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Patience is the virtue of the strong. Let's be strong.

Mathematics

Linear Algebra 18.06 by Gilbert Strang

https://ocw.mit.edu/courses/mathematics/18-06-linear-algebra-spring-2010/


Introduction to Probability by John Tsitsiklis & Patrick Jaillet

Introduction to Probability | MIT OpenCourseWare

Statistics

Statistics literacy for non-statisticians by Mike X Cohen https://www.udemy.com/course/statistics-literacy-for-non-statisticians/ Online course on basic statistics. This course is free but you need to have a Udemy account (which is free).


Cuschieri (2018). WASP (Write a Scientific Paper): Understanding research metrics. https://doi.org/10.1016/j.earlhumdev.2018.01.015


Grech & Calleja (2018). WASP (Write a Scientific Paper): Parametric vs. non-parametric tests. https://doi.org/10.1016/j.earlhumdev.2018.04.014


Statquest by Josh Starmer. Video Index - StatQuest!!! A collection of short online videos on Statistics, Machine Learning and Data Science. Clear, smart, easy to follow, and funny (yes, statistics can be fun).


PsyTeachR by University of Glasgow (School of Psychology and Institute of Neuroscience and Psychology) PsyTeachR Resources for learning statistics with R


Discovering Statistics by Andy Field Discovering Statistics – The adventure begins … Resources by Andy Field


Introduction to Modern Statistics by Mine Çetinkaya-Rundel and Johanna Hardin https://openintro-ims.netlify.app/index.html Digital book and R Tutorials


Mediation and Moderation analyses by Andrew Hayes Andrew F. Hayes, Ph.D. - Home (afhayes.com)


Mediation and Moderation analyses for repeated-measures by Amanda Montoya AKMontoya.com: Macros

Biosignals

PSY401-501 Psychophysiology by John Allen: PSY401-501 Psychophysiology Spring 2021 | John J.B. Allen, Ph.D. (arizona.edu)


Analyzing Neural Time Series by Mike Cohen: (105) Mike X Cohen - YouTube


Biosemi: Using the function keys to send triggers

Germano Gallicchio - BioSemi Triggers (google.com)

A tutorial on how to enable triggering via the F keys of the recording computer


Scientific writing

Attard (2018). WASP (Write a Scientific Paper): Writing an academic research proposal. https://doi.org/10.1016/j.earlhumdev.2018.04.011


Mallia (2018). WASP (Write a Scientific Paper): Informed consent in research. https://doi.org/10.1016/j.earlhumdev.2018.04.025


Grech (2017). WASP – Write a Scientific Paper course: why and how. https://doi.org/10.1080/17453054.2017.1366825


Cuschieri et al. (2019). WASP (Write a Scientific Paper): Structuring a scientific paper. https://doi.org/10.1016/j.earlhumdev.2018.09.011


Cuschieri et al. (2019). WASP (Write a Scientific Paper): The use of bibliographic management software. https://doi.org/10.1016/j.earlhumdev.2018.09.012


APA referencing style https://www.tandf.co.uk//journals/authors/style/reference/tf_APA.pdf


APA-style table formatting https://apastyle.apa.org/style-grammar-guidelines/tables-figures/tables


APA-style figure formatting https://apastyle.apa.org/style-grammar-guidelines/tables-figures/figures


Elsevier Researcher Academy https://researcheracademy.elsevier.com/ Tips for academic writing


Soft skills in academia

Soft skills to be happy and productive in science / academia by Mike X Cohen https://www.udemy.com/share/103Hn2AksdeFpWQng=/ This course is free but you need to have a Udemy account (which is free).

PS. You can ask me if I have a spare copy of books and articles