Statistician expert witnesses analyze complex data, design studies, and assess the reliability of quantitative evidence in disputes. Drawing on backgrounds in biostatistics, econometrics, data science, and academic research, they evaluate sampling methods, modeling techniques, error rates, and adherence to accepted statistical standards and methodologies.