# SmartStats: A Comprehensive Stats and Matrix Operation Library

**Version:** 1.01

**Project Framework:** .NET4.5

**Type:** Class Library

**Language:** VB (Complied DLL can be used with C#)

**Written By:** Himanshu Pant (panthimanshu17@gmail.com)

## Functions Available:

__Central Tendency__:

- mean
- median
- mode
- GeometricMean
- HarmonicMean
- MidRange

__Correlation__:

- Covariance
- PearsonCorrelation
- CoeifficientOfDetermination
- ConcordanceCorrelationCoeff

__Dispersion__:

- Standard Deviation
- Variance
- Range
- Inter Quartile Range
- Abs Deviation
- Mean Abs Deviation
- Median Abs Deviation
- Mode Abs Deviation
- Mean Difference
- Relative Mean Difference
- Gini Coeff
- Coeff of Variation
- Signal to Noise Ratio
- Quartile Coeff
- Second Central Moment
- Third Central Moment
- Fourth Central Moment
- Skewness
- kurtosis

__Regression__:

- Simple Linear Regression
- Multiple Linear Regression
- Response Surface Analysis
- Linear Curve Fit
- Parabolic Curve Fit
- Polynomial Curve Fit

__Matrix Operations__:

- Matrix Inversion
- Matrix Sum
- vectorSum
- Matrix Transpose
- Matrix Multiplication
- Matrix Vector Multiplication
- Matrix Constant Multiplication