4 Data Analysis

Gadgets

  • Global Vertical Cursor
  • Integrate Gadget
  • Curve Intersection Gadget
  • Rise Time Gadget
  • Interpolate Gadget
  • Cluster Gadget
  • Quick Fit Gadget
  • Quick Peaks Gadget
  • Quick Sigmoidal Fit Gadget
  • Using Multiple Gadgets

    • Curve Fitting

    Linear and Polynomial Fitting

  • Linear Fitting and Outlier Removal
  • Linear Fit for Kinetic Models

    • Nonlinear Fitting

  • Nonlinear Curve Fit Tool
  • Nonlinear Fitting with System Function
  • Global Fitting with Parameter Sharing
  • Global Fit for Different Functions with Shared Parameters
  • Parameters Initialization using LabTalk in NLFit
  • User Defined Fitting Function
  • Fit Surface with User Defined Function
  • Fitting One Dataset as a Function of Other Datasets
  • Fitting With Multiple Independent Variables
  • User Defined Fitting Function using GNU Scientific Library
  • Fitting with NAG Special Function
  • Fitting Integral Function with parametric limit using NAG Library
  • Fitting with Integral using NAG Library
  • Fitting with Integral using LabTalk Function
  • Fitting with Two Integrals using LabTalk Function
  • Fitting with Summation
  • Fitting Complex Function
  • Fitting with Convolution
  • Quoting Built-in Functions in Your New Function
  • Fit Function with Non-constant Background
  • Fitting with Piecewise Functions
  • Fit Curve Through Certain Points
  • Distribution Fit with the Probability Density Function and Cumulative Distribution Function
  • Fitting Integral Function with a Sharp Peak
  • Fitting with a Piecewise Linear Function
  • Fitting with an Ordinary Differential Equation
  • Fitting with Convolution of Two Functions
  • Parameter Initialization for Rational Functions
  • Surface Fitting with Multiple Peaks
  • Nonlinear Multiple Variables Fitting
  • Modifying Derived Parameters in Build-in Functions
  • Fit Multiple Datasets by Fitting One and then Using Those Fit Parameters for Other Datasets
  • Implicit Fitting with Three Variables
  • Nonlinear fitting using Orthogonal Distance Regression

    • Signal Processing

  • FFT and IFFT
  • FFT Filter
  • Smoothing
  • STFT (Short-Time Fourier Transform)
  • IIR Filter
  • 2D FFT and Filter
  • Convolution
  • Wavelet
  • Coherence and Correlation
  • Decimation and Signal Envelope
  • Rise Time
  • Sound Processing

    • Peak Analysis

    Create and Subtract Baseline with Peak Analyzer

    Batch Peak Analysis Using Theme with Script Before Each Process

    Combine Quick Peaks Gadget with Peak Analyzer

    Peak Finding

  • Picking and Marking Peaks

    • Peak Integration

  • Integrating Peaks

    • Peak Fitting

  • Peak Fitting with Baseline
  • Peak Fitting with Preset Peak Parameters
  • Setting the Fix, Share Status or Bounds for Multiple Peak Parameters Simultaneously

    • Data Manipulation

    Setting Column Values

  • Set Column/Cell Values

    • Worksheet Data Operations

  • Worksheet Query
  • Data Reduction
  • Data Filter
  • Lock Filter with Analysis
  • Unstacking and Sorting Worksheet Columns by Label

    • Pivot Table

    Categorical Values Ordering and Sharing

    Analysis Templates

  • Creating and Using Analysis Templates
  • Creating Analysis Templates using Set Column Value
  • Creating a Custom Report Sheet

    • Analysis Themes

    Batch Processing

  • Batch Processing Multiple Datasets
  • Batch Processing Multiple Files using Analysis Template
  • Batch Processing with Summary Report in External Excel File
  • Batch Processing with Word Template for Reporting
  • Batch Processing Grouped Datasets Using Analysis Template with Multi-Data Sheets