This is a unique Statistics textbook.
College students and many researchers find statistics difficult and use software without understanding. This leads to errors in the choice of the appropriate statistical analysis. In presenting research in scientific meetings or dissertation defense, researchers find themselves in embarrassing situation of being unable to defend their choice of  statistical test.
You need to understand the concepts of statistical analysis! When you do that, you do not need mathematical formulas!
This book teaches you the concepts and logic of Statistics without math. It covers elementary tests such as t-test as well as advanced statistics such as ANOVA one-way, two-way, repeated measures, factorial designs unlimited, complex designs. All of this without math formulas!
There are examples of case experiments with step be step calculations.

Statistics for College Students and Researchers: Grasping the Concepts Paperback – by Michael M. Nikoletseas Ph.D.

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