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)

Using SmartStats: A Walkthrough

Function Reference

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

Last edited Sep 12, 2013 at 5:01 AM by panthimanshu17, version 9