2 Data Analysis

app-data-analysis

Statistics

• Stats Advisor

Descriptive Statistics

• Probability Distribution Calculator
• Monte Carlo Simulation
• Bootstrap Sampling

ANOVA

• Linear Mixed Effects Model
• MANOVA
• ANOVA from Summary Data
• Effect Size for ANOVA

Quality Control and Improvement

• Statistical Process Control
• Design of Experiments
• Tolerance Intervals
• Attribute Agreement Analysis‎
• Gage Study

Time Series Analysis

• Allan Variance
• Time-Frequency Analysis
• Simple Time Series Analysis
• Advanced Time Series Analysis
• Change Point Analysis

Regression

• General Linear Regression
• Logistic Regression
• Structural Equation Modeling
• Neural Network Fitting
• Neural Network Regression

Classification

• SVM Classification
• Decision Tree Analysis

Clustering

• Optimal Cluster Number
• Gaussian Mixture Models

Data Reduction

• Principal Component Analysis for Spectroscopy
• Principal Component Analysis
• Sparse Principal Components Analysis
• Redundancy Analysis
• Factor Analysis
• Nonmetric Multidimensional Scaling

Correlation

• Canonical Correlation Analysis

Curve Fitting

• Simple Fit
• Sequential Fit
• Piecewise Fit
• Speedy Fit
• Constrained Multiple Regression
• Plant Physiology Fitting Functions
• Compare Linear Fit Parameters Datasets
• Compare NLFit Parameters Datasets
• Rank Models
• Rank Models by Fit Reports
• Global Fit with Multiple Functions
• Fitting Function Library
• Fit Adsorption Isotherm
• Standard Curve Analysis
• Redlich-Kister Polynomial Fit
• Weibull Fit with Least Squares Method

Peak Analysis

• Baseline with ALS
• Tangential Baseline
• Global Peak Fit
• Spectral Broadening
• Peak Deconvolution
• Align Peaks
• 2D Peak Analysis
• Calcium Transient Analysis
• Gel Molecular Weight Analyzer

Mathematics

• ODE Solver
• Apparent Integration

Signal Processing

• Fourier Self Deconvolution
• White Noise
• Correlation Shift
• Empirical Mode Decomposition

Image Processing

• Bubble Image Area

Graph-based Analysis

• Level Crossing
• Curvature Radius
• 3D Convex Hull
• Overlap Area
• Cyclic Voltammetry
• 3D Smoother
• Slope Analyzer
• Mask or Change Data in Contour

GIT

• NetCDF Data Analysis