Algorithms

• Backward Difference
• Backward Moving Average
• Backward Moving Median
• Box-Cox Transformation
• Boxplot
• Brown’s Double Exponential Smoothing
• Bubble Sort
• C4.5
• Centered Moving Average
• Centered Moving Median
• Central Difference
• Chi-Squared Test
• Class-attribute Interdependence Maximization (CAIM)
• Cumulative Sum (CUSUM)
• Decimal Scaling
• Dixon Type (Q) Tests
• Equal-frequency Interval Binning
• Equal-width Interval Binning
• Fast Fourier Transform
• Forward Difference
• Forward Moving Average
• Forward Moving Median
• Grubbs’ Test
• Hampel Identifier
• Holt-Winters Double Exponential Smoothing
• K-Means Clustering
• Linear Regression
• Locally Weighted Scatterplot Smoothing (LOWESS)
• Maximum Likelihood
• Mean
• Mean Absolute Deviation
• Median
• Midrange
• Min-Max Scaling
• Mode
• One-Rule Discretizer (1RD)
• One-sided Median
• Polynomial Regression
• Principal Component Analysis
• Quick Sort
• Robust Locally Weighted Scatterplot Smoothing (RLOWESS)
• Runs Test
• Savitzky-Golay Algorithm
• Selection Sort
• Sign Test
• Simple Random Sample with Replacement
• Simple Random Sample without Replacement
• Single Exponential Smoothing
• Standard Deviation
• Tietjen-Moore Test
• Top Percentile Filter
• Trimmed Mean
• Two-sided Median
• Unitnorm Scaling
• Weighted Backward Moving Average
• Weighted Centered Moving Average
• Weighted Forward Moving Average
• Weighted Mean
• Zero-Mean Scaling