|
Curve Fitting
|
|
|
|
|
|
Curve Fitting
|
Origin
|
Origin
Pro
|
|
|
|
Linear and Polynomial Fitting
|
Linear Regression
|
✓
|
✓
|
|
|
|
Linear Fit with X Error
|
|
✓
|
|
|
|
Confidence Ellipse for Linear Fit
|
✓
|
✓
|
|
|
|
Polynomial Regression
|
✓
|
✓
|
|
|
|
Multiple Linear Regression
|
✓
|
✓
|
|
|
|
Partial Leverage Plots in Multiple Regression
|
✓
|
✓
|
|
|
|
Residual Analysis
|
✓
|
✓
|
|
|
|
Nonlinear Fitting
|
Fitting Multiple Datasets
|
✓
|
✓
|
|
|
|
Built-in Fitting Function and User-Defined Fitting Function
|
✓
|
✓
|
|
|
|
Parameter Initialization and Derived Parameter Definition
|
✓
|
✓
|
|
|
|
Bounds and Constraints
|
✓
|
✓
|
|
|
|
Weighted Fitting
|
✓
|
✓
|
|
|
|
Fitting with Y Error
|
✓
|
✓
|
|
|
|
Fitting with X and Y Errors (Orthogonal Regression)
|
|
✓
|
|
|
|
Global Fit with Parameter Sharing
|
✓
|
✓
|
|
|
|
Fitting Replica Data
|
✓
|
✓
|
|
|
|
Residual Analysis
|
✓
|
✓
|
|
|
|
Fitting with Implicit Functions (Orthogonal Distance
Regression)
|
|
✓
|
|
|
|
Fitting Comparison
|
|
✓
|
|
|
|
Fit and Rank Multiple Models
|
|
✓
|
|
|
|
Surface Fitting
|
|
✓
|
|
|
|
|
|
|
|
|
|
Peak Analysis
|
|
|
|
|
|
Peak Analysis
|
Origin
|
Origin
Pro
|
|
|
|
Peak Analysis
|
Baseline Detection
|
✓
|
✓
|
|
|
|
Baseline Subtraction
|
✓
|
✓
|
|
|
|
Peak Finding
|
✓
|
✓
|
|
|
|
Peak Integration
|
✓
|
✓
|
|
|
|
Batch Peak Analysis
|
✓
|
✓
|
|
|
|
Peak Fitting
|
|
✓
|
|
|
|
Fit Baseline with Peaks
|
|
✓
|
|
|
|
Fit Individual Peaks with Different Fitting Functions
|
|
✓
|
|
|
|
|
|
|
|
|
|
Statistics
|
|
|
|
|
|
Statistics
|
Origin
|
Origin
Pro
|
|
|
|
Descriptive Statistics
|
Basic Descriptive Statistics
|
✓
|
✓
|
|
|
|
1D and 2D Frequency Counts
|
✓
|
✓
|
|
|
|
Correlation Coefficient
|
|
✓
|
|
|
|
Partial Correlation Coefficient
|
|
✓
|
|
|
|
Cross Tabulation
|
|
✓
|
|
|
|
Discrete Frequency
|
✓
|
✓
|
|
|
|
Distribution Fit
|
|
✓
|
|
|
|
Normality Test (Shaprio-Wilk, Lilliefors, Kolmogorov-Smirnov,
Anderson-Darling, D'Agostino-K Squared, Chen-Shapiro)
|
✓
|
✓
|
|
|
|
Statistics Charts: Histogram, Box Chart, Scatter
Matrix, QC Chart, Probability Plot, Q-Q Plot,
and Pareto Chart
|
✓
|
✓
|
|
|
|
Grubbs Test and Q-test to Detect Outliers
|
✓
|
✓
|
|
|
|
Hypothesis Testing
|
One Sample and Two-Sample
t-Test, Pair-Sample t-Test
|
✓
|
✓
|
|
|
|
Two Sample and
Paired-Sample T-Test on Rows
|
|
✓
|
|
|
|
One Sample and Two Sample
Hypothesis Tests for Variance
|
|
✓
|
|
|
|
One and Two-Proportion Test
|
|
✓
|
|
|
|
Analysis of Variance
|
One Way ANOVA, Two Way ANOVA
|
✓
|
✓
|
|
|
|
Three Way ANOVA
|
|
✓
|
|
|
|
ANOVA: Mean Comparison (Tukey, Bonferroni, Scheffe,
Dunn-Sidak, Fisher LSD, Holm-Bonferroni, Holm-Sidak)
|
✓
|
✓
|
|
|
|
One Way and Two Way Repeated Measure ANOVA
|
|
✓
|
|
|
|
Nonparametric Tests
|
Paired Sample Sign Test
|
|
✓
|
|
|
|
Wilcoxon Test for One
Sample and Paired Sample
|
|
✓
|
|
|
|
Two Sample
Kolmogorov-Smirnov Test
|
|
✓
|
|
|
|
Mann-Whitney Test
|
|
✓
|
|
|
|
Kruskal-Wallis ANOVA
|
|
✓
|
|
|
|
Mood's Median Test
|
|
✓
|
|
|
|
Friedman ANOVA
|
|
✓
|
|
|
|
Multivariate Analysis
|
Principal Component Analysis
|
|
✓
|
|
|
|
Cluster Analysis
|
|
✓
|
|
|
|
Discrimininant Analysis
|
|
✓
|
|
|
|
Canonical Discriminant Analysis
|
|
✓
|
|
|
|
Partial Least Squares
|
|
✓
|
|
|
|
Survival Analysis
|
Kaplan-Meier Estimator
|
|
✓
|
|
|
|
Test Equality of Survival
Functions (Log-Rank, Breslow and Tarone-Ware )
|
|
✓
|
|
|
|
Cox Proportional Hazard
Model
|
|
✓
|
|
|
|
Weibull Fit
|
|
✓
|
|
|
|
Power and Sample Size
|
One, Two and Paired-Sample t-Test,One Way ANOVA, One and
Two-Proportion Test, One and Two -Variance Test
|
|
✓
|
|
|
|
ROC Curve
|
ROC Curve
|
|
✓
|
|
|
|
|
|
|
|
|
|
|
|
Signal Analysis
|
|
|
|
|
|
Signal Analysis
|
Origin
|
Origin
Pro
|
|
|
|
Smoothing and Filtering
|
Smoothing using Savitzky-Golay Filter, Adjacent Averaging, FFT
Filter, Percentile Filter
|
✓
|
✓
|
|
|
|
FFT Filters: Low Pass, Low Pass Parabolic, High Pass, Band Pass,
Band Block, and Threshold
|
✓
|
✓
|
|
|
|
IIR Filter Design
|
|
✓
|
|
|
|
Fast Fourier Transform (FFT)
|
FFT with Basic Options
|
✓
|
✓
|
|
|
|
2D FFT and 2D IFFT Basic
Filtering
|
|
✓
|
|
|
|
Short-Time Fourier
Transform (STFT)
|
|
✓
|
|
|
|
Wavelet Analysis
|
Discrete Wavelet Transform (DWT) and Inverse Discrete Wavelet
Transform (IDWT)
|
|
✓
|
|
|
|
Wavelet Smoothing
|
|
✓
|
|
|
|
Wavelet DeNoising
|
|
✓
|
|
|
|
Continuous Wavelet Transform (CWT)
|
|
✓
|
|
|
|
Evaluation of Continuous Wavelet Function
|
|
✓
|
|
|
|
Others
|
Convolution and
Deconvolution
|
✓
|
✓
|
|
|
|
Coherence
|
|
✓
|
|
|
|
1D Correlation
|
✓
|
✓
|
|
|
|
2D Correlation
|
|
✓
|
|
|
|
Hilbert Transform
|
|
✓
|
|
|
|
Signal Envelope
|
|
✓
|
|
|
|
Signal Decimation
|
|
✓
|
|
|
|
Rise and Fall Time Analysis
|
|
✓
|
|
|
|
|
|
|
|
|
|
Mathematics
|
|
|
|
|
|
Mathematics
|
Origin
|
Origin
Pro
|
|
|
|
Simple Mathematics Operations
|
Simple Mathematics Operations on or Between Datasets
|
✓
|
✓
|
|
|
|
Average Multiple Curves
|
✓
|
✓
|
|
|
|
Set Cell, Column or Matrix Values by Using Mathematics Operations
|
✓
|
✓
|
|
|
|
Normalization
|
✓
|
✓
|
|
|
|
Interpolation and Extrapolation
|
1D Interpolation and
Extrapolation
|
✓
|
✓
|
|
|
|
Interpolation and
Extrapolation of Y From X
|
✓
|
✓
|
|
|
|
Trace Interpolation on XY
Data
|
✓
|
✓
|
|
|
|
Trace Interpolation on XYZ
Data
|
✓
|
✓
|
|
|
|
2D Interpolation and
Extrapolation
|
✓
|
✓
|
|
|
|
3D Interpolation
|
✓
|
✓
|
|
|
|
Differentiation and Integration
|
Numerical Differentiation
|
✓
|
✓
|
|
|
|
1D Numerical Integration
|
✓
|
✓
|
|
|
|
2D Volume Integration
|
|
✓
|
|
|
|
Area Calculation
|
Polygon Area
|
✓
|
✓
|
|
|
|
XYZ Surface Area
|
|
✓
|
|
|
|
Matrix Surface Area
|
|
✓
|
|
|
|
Others
|
Average Multiple Curves
|
✓
|
✓
|
|
|
|
Inverse of a Matrix
|
✓
|
✓
|
|
|
|
|
|
|
|
|
|
Gadget
|
|
|
|
|
|
Gadget
|
Origin
|
Origin
Pro
|
|
|
|
Gadget
|
Surface Integration Gadget
|
|
✓
|
|
|
|
Global Vertical Cursor Gadget Across Graphs
|
✓
|
✓
|
|
|
|
Intersect Gadget
|
✓
|
✓
|
|
|
|
Quick Sigmoidal Fit Gadget
|
✓
|
✓
|
|
|
|
Cluster Gadget
|
|
✓
|
|
|
|
Quick Peaks Gadget
|
✓
|
✓
|
|
|
|
Differentiate and Interpolate Gadget
|
✓
|
✓
|
|
|
|
Quick Fit Gadget
|
✓
|
✓
|
|
|
|
Rise Time Gadget
|
|
✓
|
|
|
|
Integrate, FFT and Statistics Gadget
|
✓
|
✓
|
|
|
|
|
|
|
|
|
|
Graphing
|
|
|
|
|
|
Graphing
|
Origin
|
Origin
Pro
|
|
|
|
Graphing
|
Connect Data Points to Centroid, Show Convex Hull or Confidence
Ellipse for Scatters
|
|
✓
|
|
|
|
2D and 3D Graphing
|
✓
|
✓
|
|
|
|
|
|
|
|
|
|
Apps
|
|
|
|
|
|
Apps
|
Origin
|
Origin
Pro
|
|
|
|
Curve Fitting
|
Pulse Fit
|
|
✓
|
|
|
|
Redlich–Kister Polynomial Fit
|
|
✓
|
|
|
|
Rank Models by Fit Reports
|
|
✓
|
|
|
|
Linear Regression with Marginal Distribution
|
|
✓
|
|
|
|
Neural Network Regression
|
|
✓
|
|
|
|
Quantile Regression
|
|
✓
|
|
|
|
Fit ODE
|
|
✓
|
|
|
|
Global Fit with Multiple Functions
|
|
✓
|
|
|
|
3D Smoother
|
|
✓
|
|
|
|
Rank Models
|
|
✓
|
|
|
|
Polynomial Surface Fit
|
|
✓
|
|
|
|
Sequential Fit
|
|
✓
|
|
|
|
Piecewise Fit
|
|
✓
|
|
|
|
Enzyme Kinetics
|
|
✓
|
|
|
|
General Linear Regression
|
|
✓
|
|
|
|
Composite Spectrum Regression
|
|
✓
|
|
|
|
Fit Adsorption Isotherm
|
|
✓
|
|
|
|
Find a Fitting Function
|
✓
|
✓
|
|
|
|
2D Smoother
|
✓
|
✓
|
|
|
|
Simple Fit
|
✓
|
✓
|
|
|
|
Compare Datasets
|
✓
|
✓
|
|
|
|
Compare Linear Fit Parameters and Datasets
|
✓
|
✓
|
|
|
|
Peak Analysis
|
Tangential Baseline
|
|
✓
|
|
|
|
X-Ray Diffraction Analysis
|
|
✓
|
|
|
|
2D Peak Analysis
|
|
✓
|
|
|
|
Gel Molecular Weight
Analyzer
|
|
✓
|
|
|
|
Global Peak Fit
|
|
✓
|
|
|
|
Peak Deconvolution
|
|
✓
|
|
|
|
Align Peaks
|
✓
|
✓
|
|
|
|
Mathematics
|
Propagation of Error
|
|
✓
|
|
|
|
Matrix Analysis
|
|
✓
|
|
|
|
Optimization Solver
|
|
✓
|
|
|
|
Apparent Integration
|
|
✓
|
|
|
|
Equation Solver
|
|
✓
|
|
|
|
Concave Hull
|
|
✓
|
|
|
|
Popular Constants
|
✓
|
✓
|
|
|
|
Curvature Radius
|
✓
|
✓
|
|
|
|
Tangent
|
✓
|
✓
|
|
|
|
Tafel Extrapolation
|
✓
|
✓
|
|
|
|
Distance Between Two Points
|
✓
|
✓
|
|
|
|
Level Crossing
|
✓
|
✓
|
|
|
|
Signal Processing
|
Power Spectral Density
|
|
✓
|
|
|
|
Gaussian Filtering in
Surface Metrology
|
|
✓
|
|
|
|
Rainflow Counting
|
|
✓
|
|
|
|
Zoom FFT
|
|
✓
|
|
|
|
Empirical Mode
Decomposition
|
|
✓
|
|
|
|
Modified Short-Time Fourier
Transform
|
|
✓
|
|
|
|
Direct Linear
Transformation
|
|
✓
|
|
|
|
Independent Component
Analysis
|
|
✓
|
|
|
|
Dynamic Time Warping
|
|
✓
|
|
|
|
Simple pCLAMP Analyzer
|
|
✓
|
|
|
|
Time-Frequency Analysis
|
|
✓
|
|
|
|
Fourier Self-Deconvolution
|
|
✓
|
|
|
|
FFT Examiner
|
|
✓
|
|
|
|
White Noise
|
✓
|
✓
|
|
|
|
Statistics
|
Statistical Process Control
|
|
✓
|
|
|
|
Design of Experiments
|
|
✓
|
|
|
|
Poisson Regression
|
|
✓
|
|
|
|
Generalized Additive Model
|
|
✓
|
|
|
|
Chi-Square Test for Contingency Table
|
|
✓
|
|
|
|
Power and Sample Size for Equivalence Tests
|
|
✓
|
|
|
|
Sparse Principal Components Analysis
|
|
✓
|
|
|
|
Generalized Linear Mixed Model
|
|
✓
|
|
|
|
Abbott-Firestone Curve
|
|
✓
|
|
|
|
Bootstrap Sampling
|
|
✓
|
|
|
|
Effect Size for ANOVA
|
|
✓
|
|
|
|
Steel-Dwass Test
|
|
✓
|
|
|
|
Radiometric Geochronology Analysis
|
|
✓
|
|
|
|
Advanced Time Series Analysis
|
|
✓
|
|
|
|
Welch ANOVA
|
|
✓
|
|
|
|
Overlap of Empirical Distributions
|
|
✓
|
|
|
|
Structural Equation Modeling
|
|
✓
|
|
|
|
Drug Dissolution Analysis
|
|
✓
|
|
|
|
Surface Roughness Parameters
|
|
✓
|
|
|
|
MANOVA
|
|
✓
|
|
|
|
Probit Analysis
|
|
✓
|
|
|
|
ANOVA from Summary Data
|
|
✓
|
|
|
|
Optimal Cluster Number
|
|
✓
|
|
|
|
1D Statistical Parametric Mapping
|
|
✓
|
|
|
|
Detrended Correspondence Analysis
|
|
✓
|
|
|
|
Standard Curve Analysis
|
|
✓
|
|
|
|
Linear Mixed Effects Model
|
|
✓
|
|
|
|
SVM Classification
|
|
✓
|
|
|
|
Canonical Correlation Analysis
|
|
✓
|
|
|
|
Nonmetric Multidimensional Scaling
|
|
✓
|
|
|
|
2D Correlation Spectroscopy Analysis
|
|
✓
|
|
|
|
Change Point Analysis
|
|
✓
|
|
|
|
Gaussian Mixture Models
|
|
✓
|
|
|
|
Factor Analysis
|
|
✓
|
|
|
|
Simple Time Series Analysis
|
|
✓
|
|
|
|
Principal Component Analysis for Spectroscopy
|
|
✓
|
|
|
|
Principal Component Analysis
|
|
✓
|
|
|
|
Post-hoc Analysis for Nonparametric Tests
|
|
✓
|
|
|
|
NetCDF Data Analysis
|
✓
|
✓
|
|
|
|
Mann-Kendall Test
|
✓
|
✓
|
|
|
|
Asymmetric Correlation Matrix
|
✓
|
✓
|
|
|
|
Logistic Regression
|
✓
|
✓
|
|
|
|
Hurst Exponent
|
✓
|
✓
|
|
|
|
Graph Customization
|
Soil/Rocket Template
|
✓
|
✓
|
|
|
|
Color Editor
|
✓
|
✓
|
|
|
|
LaTeX
|
✓
|
✓
|
|
|
|
Google Map Import
|
✓
|
✓
|
|
|
|
Maps Online
|
✓
|
✓
|
|
|
|
Import Shapefile
|
✓
|
✓
|
|
|
|
Colormap for Map Data
|
✓
|
✓
|
|
|
|
Layer Stack Manager
|
✓
|
✓
|
|
|
|
Graphing
|
Youden Plot
|
|
✓
|
|
|
|
Gardner-Altman Plot
|
|
✓
|
|
|
|
Torsional Angle Wheel Plot
|
|
✓
|
|
|
|
Piper Diagram
|
|
✓
|
|
|
|
Marginal Abatement Cost Curve
|
|
✓
|
|
|
|
Manhattan Plot for GWAS (Genome-Wide Association Studies)
|
|
✓
|
|
|
|
Image Stack Profile
|
|
✓
|
|
|
|
Heatmap with Dendrogram
|
|
✓
|
|
|
|
3D Antenna Radiation Pattern
|
|
✓
|
|
|
|
Correlation Plot
|
|
✓
|
|
|
|
Polar Heatmap with Dendrogram
|
|
✓
|
|
|
|
Polar Contour Profile
|
✓
|
✓
|
|
|
|
Means Plot
|
✓
|
✓
|
|
|
|
Rectangle and Ellipse Profile
|
✓
|
✓
|
|
|
|
Common Bar Width
|
✓
|
✓
|
|
|
|
Color Spectrum Plot
|
✓
|
✓
|
|
|
|
Hansen Solubility Parameter Plot
|
✓
|
✓
|
|
|
|
Ternary Contour Profile
|
✓
|
✓
|
|
|
|
Taylor Diagram
|
✓
|
✓
|
|
|
|
3D Polar Strain Map
|
✓
|
✓
|
|
|
|
Zoomed Inset Plus
|
✓
|
✓
|
|
|
|
3D Wind Rose
|
✓
|
✓
|
|
|
|
Isosurface
|
✓
|
✓
|
|
|
|
Graph Maker
|
✓
|
✓
|
|
|
|
Batch Plotting
|
✓
|
✓
|
|
|
|
Chromaticity Diagram
|
✓
|
✓
|
|
|
|
Paired Comparison Plot
|
✓
|
✓
|
|
|
|
Kernel Density for Polar and Ternary
|
✓
|
✓
|
|
|
|
3D Wall Profile
|
✓
|
✓
|
|
|
|
Plot Sub Matrix
|
✓
|
✓
|
|
|
|
Zoomed Inset
|
✓
|
✓
|
|
|
|
Data Processing
|
Classify Points in Graph
|
|
✓
|
|
|
|
Video Data Explorer
|
|
✓
|
|
|
|
Distributed Batch
Processing
|
|
✓
|
|
|
|
OPJ Packer
|
|
✓
|
|
|
|
Extract XY Data from Graph
|
✓
|
✓
|
|
|
|
Project Manager
|
✓
|
✓
|
|
|
|
Periodic Report
|
✓
|
✓
|
|
|
|
Hysteresis
|
✓
|
✓
|
|
|
|
Toolbar Maker
|
✓
|
✓
|
|
|
|
Data Slicer
|
✓
|
✓
|
|
|
|
OPJ Searcher
|
✓
|
✓
|
|
|
|
Import and Export
|
Import Chem Data
|
|
✓
|
|
|
|
Flow Cytometry Standard Connector
|
✓
|
✓
|
|
|
|
Nicolet WFT Connector
|
✓
|
✓
|
|
|
|
Stiegele MDF Connector
|
✓
|
✓
|
|
|
|
Shapefile Connector
|
✓
|
✓
|
|
|
|
N42 Connector
|
✓
|
✓
|
|
|
|
GeoTIFF Export
|
✓
|
✓
|
|
|
|
Import PDF Tables
|
✓
|
✓
|
|
|
|
TDMS Connector
|
✓
|
✓
|
|
|
|
Yokogawa WDF Connector
|
✓
|
✓
|
|
|
|
MDF4 Connector
|
✓
|
✓
|
|
|
|
BioLogic Connector
|
✓
|
✓
|
|
|
|
MetroPro Connector
|
✓
|
✓
|
|
|
|
Minitab Connector
|
✓
|
✓
|
|
|
|
NetCDF Connector
|
✓
|
✓
|
|
|
|
Word Connector
|
✓
|
✓
|
|
|
|
Import NMR Data
|
✓
|
✓
|
|
|
|
LeCroy Connector
|
✓
|
✓
|
|
|
|
Import SAS XPT Files
|
✓
|
✓
|
|
|
|
HTML Report Assistant
|
✓
|
✓
|
|
|
|
Graph Publisher
|
✓
|
✓
|
|
|
|
Import LSM
|
✓
|
✓
|
|
|
|
Movie Creator
|
✓
|
✓
|
|
|
|
HDF5 Browser
|
✓
|
✓
|
|
|
|
Import Tektronix WFM Files
|
✓
|
✓
|
|
|
|
Agilent MS Reader
|
✓
|
✓
|
|
|
|
Export Multiple Worksheets
|
✓
|
✓
|
|
|
|
Send Graphs to Powerpoint
|
✓
|
✓
|
|
|
|
Send Graphs to Word
|
✓
|
✓
|
|
|
|
Image Processing
|
NIfTI Slicer
|
|
✓
|
|
|
|
Brain Atlas Analyzer
|
|
✓
|
|
|
|
Image Object Counter
|
|
✓
|
|
|
|
Bubble Image Area
|
|
✓
|
|
|
