The Scientific Method
Data Collection by Experiments
Biostatistics: Overview
Hardy-Weinberg Principle
In-vitro Mutagenesis
Statistical Methods to Analyze Parametric Data: ANOVA
You might also read
Articles linked to this work by shared authors, journal, and citation graph.
Updated: Jan 1, 2026

Author Spotlight: Biological Standardization to Ensure Reproducibility and Harmonization in Research
Published on: August 4, 2023
Martin C Michel1, T J Murphy1, Harvey J Motulsky2
1Department of Pharmacology, Johannes Gutenberg University, Mainz, Germany (M.C.M.); Partnership for the Assessment and Accreditation of Scientific Practice, Heidelberg, Germany (M.C.M.); Department of Pharmacology and Chemical Biology, Emory University, Atlanta, Georgia (T.J.M.); and GraphPad Software, Los Angeles, California (H.J.M.).
New guidelines from the American Society for Pharmacology and Experimental Therapeutics enhance research transparency. Statistical reporting now emphasizes effect sizes and confidence intervals over P values for clearer scientific communication.
Area of Science:
Background:
Purpose of the Study:
Main Methods:
Main Results:
Conclusions: