I am working on Cognitive Neuroscience and postural control related field and I need to understand the ANOVA and Regression for my data analysis purpose. Suggestions on how to go about these topics are highly appreciable.
Fundamental of Statistics/Outlines of Statistics (Vols I & II) by Goon, Gupta & Dasgupta & https://bookauthority.org/books/best-anova-books Choice is yours sir ji Ranajay Samanta
Ranajay Samanta my question is: which statistical program do you use? For me, it is/was always important to directly apply what I have learned so far. Therefore, it is necessary to know which program you use to recommend something appropriate.
I highly recommend 'Applied Linear Regression Models' by Michael H Kutner and Christopher J. Nachtshei. This is an amazing book to deeply understand the theory behind regression and ANOVA.
And I fully agree with Rainer Duesing, it is important to apply what you learn. This site https://statistics.laerd.com/ can be helpful for SPSS and R applications.