What are the ethical implications of using advanced statistical procedures and AI?

We compared and contrasted statistical approaches that may help identify windows of vulnerability by formally testing differences in exposure effects across ... The present study attempts to examine and analyze the statistical procedures utilized in studies of this nature. However, theoretical frameworks for developing homologous multilevel theories (i.e., theories involving parallel relationships among parallel constructs at ... Dec 31, 2024 ... These basic tools help researchers and analysts understand data distribution, central values, and variability within datasets. The overall study objective was to determine which statistical methods were most appropriate for gauging hydrologic model performance, particularly. SWAT model ... This article provides an empirical guideline for sample size and a one-sided Hotelling's T 2 test to answer these problems. Instead, rules of thumb can be useful for small samples. A common recommendation is to assume that group variances are equal if the ratio of the largest to the ... What are the Core Features of SPSS? · SPSS features that make it a must-have analysis tool: · Statistical methods that can be leveraged in SPSS:. ENGS 93 - Statistical Methods in Engineering. Description. The application of statistical techniques and concepts to maximize the amount and quality of ... List of Statistical Procedures · Analysis of Variance (ANOVA) · Appraisal · Cluster Analysis · Correlation · Curve Fitting · Descriptive Statistics · Design of ...