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Stability Analysis

• Input Options (Analysis Parameters)
  
• Confidence Level (%)
• Upper Specification Limit
• Lower Specification Limit
• p-value for pooling
• Units Weeks/Months
• Output Options (Model Checking)
• Residuals
• Studentised Residuals
• Residual Plots

• ANCOVA (Comparison of Means)
  
• Slope per batch
• Intercept per batch
• Test for Equality of Slopes (Parallelism)
• Degrees of Freedom
• Sums of Squares
• Mean Squares
• F-ratio (Signal-to-noise)
  
• p-value (Significance of F-ratio)
• Parallelism Result (Same/Different)
• Test for Equality of Intercepts (Colinearilty)
• Degrees of Freedom
• Sums of Squares
• Mean Squares
• F-ratio (Signal-to-noise)
  
• p-value (Significance of F-ratio)
• Colinearity Test Result (Same/Different)
• Final Model
• Coefficient
• Standard Error (Coefficient)
• Lower Confidence Interval
• Upper Confidence Interval
• Shelf Life (per Batch/Overall)
• Plots
• Results vs Time
• Individual Batch vs Time
• Studentised Residual Plots
• Residuals vs Fitted Values
• Normal Probability Plot
  

Regression / Linear

• Model Summary
• Slope
• Constant
• Correlation Coefficient
• R-square
• Std Deviation
• Line fit Plot
• ANOVA Table
• Confidence Bands
• Prediction Bands
• Model Checking
• Fitted Values
• Residuals
• Studentized Residuals
• Residual Plot
• Normal Probability Plot
• Linearity and Range
• Ratio
• CV at 100% nominal concentration
• Confidence Limit for Intercept
• Linearity Acceptance Criteria
• Limit of Detection & Limit of Quantitation LOD/LOQ
• ICH
• Calibration Line
• Prediction & Inverse Prediction (Calibration)
• Stability in Solution
• Stability Acceptance Criteria
  

Statistical Tests

• Analysis of Variance
• One-way
• One-way (for each level of Group2)
• Two-way (without replication)
• Two-way (with replication)
• Analysis of Co-Variance
• One-way
• Adjusted Means
• Covariate Slope
• Post Hoc Tests
• LSD
• Tukey’s Unequal n
• Dunnett’s
• Model Checking
• Confidence Intervals
• Fitted Values
• Studentised Residuals
• Group Summary Box Plot
• Residuals vs Fitted Values Chart
• Normal Probability Plot
• LSD Chart
• Tukey’s Test Chart
• Dunnett’s Tests Chart

Basic Stats

• Sample Count
• Mean
• Median
• Minimum / Maximum
• Range (Min-Max)
• Lower / Upper Quartile
• Variance
• Standard Deviation
• Standard Error of Mean
• Coefficient of Variation
• Lower/Upper Confidence Interval
• Skewness
• Kurtosis