Linear Regression Calculator Helper: Mean, Standard Deviation, and Data Spread Inputs

Prepare the summary statistics used before simple linear regression or residual checks. Built for analysts, students, and QC engineers reviewing 20-100 paired observations who need mean, standard deviation, variance, standard error, count, min, max, range, and links into correlation, z-score, confidence interval, and residual standard deviation workflows.