| Curve Fitting Toolbox |
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Index
- 6MAD
- robust fitting
- robust smoothing
- adjusted residuals
- adjusted R-square
- algorithms
- Analysis GUI
- census data example
- description
- axes limit control
- census data example
- nonparametric fit example
- backslash operator
- batch mode
- best fit
- bisquare weights
- robust fitting
- robust smoothing
- bounds
- confidence
- census data example
- definition
- prediction
- definition
- goodness of fit example
carbon12alpha data set
- census data example
- center and scale
cfit function
cflibhelp function
cftool function
- coefficient
- confidence bounds
- constraints
- Fit Options GUI
- Fourier series example
- Gaussian example
- starting values
- Fit Options GUI
- Gaussian example
- structure
- piecewise polynomials
- coefficient of multiple determination
- complex data
- importing
- confidence bounds
- census data example
- definition
- Legendre polynomial example
confint function
- constraints
- Fit Options GUI
- Fourier series example
- Gaussian example
- covariance matrix of coefficient estimates
- Create Custom Equation GUI
- definition
- Legendre polynomial example
- cubic spline interpolation
- curve fitting session
- saving custom equations
- saving fit results
- Curve Fitting Tool
- Fourier series example
- Gaussian example
- Legendre polynomial example
- nonparametric fit example
- opening with
cftool
- prediction bounds
- rational example
- residuals
- robust fit example
- starting
- custom equations
- definition
- general
- Fourier series example
- Gaussian example
- robust fit example
- linear
- Legendre polynomial example
- robust fitting example
- saving
- data
- excluding
- fitting procedure
- census data example
- general steps
- importing
- quality
- sectioning
- smoothing
- statistics
- See also predictor data, response data
- Data GUI
- Data Sets pane
- Smooth pane
- data sets
- deleting
enso
flvote2k
gauss3
hahn1
- importing
- renaming
- Data Sets pane
- census data example
- description
- data tips
- accessing
- robust fit example
datastats function
- default
- coefficient parameters
- fit options
- confidence level for bounds
- smoothing parameter
- degrees of freedom
- deleting
- data sets
- exclusion rules
- design matrix
- determining the best fit
differentiate function
disp function
enso data set
- equations
- custom
- library
- error distribution
- error sum of squares
- evaluating the goodness of fit
- available measures
- example
- examples
- evaluating the goodness of fit
- excluding and sectioning data
- Fourier series fit
- Gaussian fit
- importing data
- Legendre polynomial fit
- nonparametric fit
- rational fit
- robust fit
- sectioning periodic data
- smoothing data
- Exclude GUI
- description
- example
- robust fit example
excludedata function
- excluding data
- example
- marking outliers
- sectioning
- exclusion rule
- definition
- robust fitting example
- exponentials
- fit type definition
- extrapolation
- census data example
feval function
- filtering data
- moving average
- Savitzky-Golay
- finite differencing parameters
- fit convergence criteria
- Fit Editor
- census data example
- Legendre polynomial example
- nonparametric fit example
- robust fit example
fit function
- Fit Options GUI
- description
- Fourier series example
- Gaussian example
- fit tips
fitoptions function
- fitting
- algorithms
- batch mode
- fit options
- least squares method
- definition
- linear
- nonlinear
- nonparametric
- fitting, continued
- numerical results
- parametric
- procedure
- census data example
- general steps
- visual results
- Fitting GUI
- census data example
- Fit Editor
- fitting process
- nonparametric fit example
- numerical fit results
- robust fit example
- Table of Fits
fittype function
flvote2k data set
- Fourier series
- example
- fit type definition
- functions
cfit
cflibhelp
cftool
confint
datastats
differentiate
disp
excludedata
feval
fit
fitoptions
fittype
get
integrate
plot
predint
set
smooth
gauss3 data set
- Gaussian
- error distribution
- example
- fit type definition
- Gauss-Newton algorithm
- general equations
- General Equations pane
- description
- Fourier series example
- Gaussian example
- generating an M-file
get function
- goodness of fit
- available measures
- census data example
- statistics
- graphically viewing data
- GUI
- Analysis
- census data example
- description
- Create Custom Equation
- definition
- Legendre polynomial example
- Data
- Exclude
- Fit Options
- description
- Fourier series example
- Gaussian example
- GUI, continued
- Fitting
- census data example
- Legendre polynomial example
- nonparametric fit example
- rational example
- robust fit example
- Plotting
- census data example
- description
- smoothing data example
- Table Options
- census data example
- goodness of fit evaluation
hahn1 data set
- hat matrix
- importing data
- description
- example
- influential data
Infs
- importing
- removing
integrate function
- interpolants
- iteratively reweighted least squares
- Jacobian
- LAR
- least absolute residuals
- least squares fitting
- definition
- linear
- nonlinear
- robust
- weighted linear
- Legendre polynomials
- example
- generating
- Levenberg-Marquardt algorithm
- leverages
- library models
- linear equations
- custom
- fit options
- fitting
- Linear Equations pane
- description
- Legendre polynomial example
- robust fit example
- linear interpolation
- linear least squares
- loading the curve-fitting session
- local regression smoothing
- loess
- lowess
- MAD
- robust fitting
- robust smoothing
- marking outliers
- median absolute deviation
- robust fitting
- robust smoothing
- M-file generation
- models
- custom
- library
- moving average filtering
- multiple correlation coefficient
NaNs
- importing
- removing
- nearest neighbor interpolation
- nonlinear equations
- custom
- fit options
- fitting
- nonlinear least squares
- nonparametric fitting
- example
- methods
- normal distribution
- normal equations
- normalization
- numerically viewing data
- objects
- cfit
- fit result
- fittype
- outliers
- definition
- marking
- removing
- robust fit
- overdetermined system of equations
- overfitting
- census data example
- goodness of fit evaluation
- parametric fitting
pchip
- piecewise polynomials
plot function
- Plotting GUI
- census data example
- description
- smoothing data example
- polynomials
- census data example
- fit type definition
- Legendre
- piecewise
- rational models
- power series
- fit type definition
- prediction bounds
- definition
- goodness of fit example
- predictor data
- census data example
- importing
- sectioning
- viewing numerically
predint function
- preprocessing data
- excluding and sectioning
- smoothing
- transforming the response data
- Preview window
- problem parameter
- passing to
fit
- projection matrix
- QR decomposition
- quality of data
- definition
- weighted linear least squares
- rationals
- example
- fit type definition
- regression
- sum of squares
- weights
- least squares
- smoothing
- removing
Infs, NaNs, and outliers
- renaming
- data sets
- exclusion rules
- residual degrees of freedom
- residuals
- adjusted
- comparing multiple fits
- definition
- displaying
- census data example
- goodness of fit evaluation
- excluding data with
- response data
- census data example
- error distribution
- importing
- sectioning
- transforming
- viewing numerically
- right-click menu
- RMSE
- robust
- fitting
- alternative to excluding data
- example
- regression schemes
- smoothing
- robust least squares
- robust weights
- fitting
- smoothing
- Rodrigues' formula
- root mean squared error
- R-square
- adjusted
- negative values
- rubber band selection
- saving
- analysis results
- workspace variables
- fit results
- curve fitting session
- M-file
- workspace variables
- Savitzky-Golay filtering
- scatter plot
- scatter plot smooth
- sectioning data
- definition
- example
- periodic data example
- rules
- session
set function
- shape-preserving interpolation
- sine functions
smooth function
- Smooth pane
- description
- example
- smoothing data
- definition
- example
- local regression
- moving average filtering
- robust procedure
- Savitzky-Golay filtering
- smoothing spline
- span
- spline
- cubic interpolant
- smoothing
spline
- SSE, SSR, SST
- standard error
- standardized residuals
- starting values
- Fit Options GUI
- Gaussian example
- structure of coefficients
- sum of sine functions
- fit type definition
- sum of squares
- error
- regression
- total
- Table of Fits
- Table Options GUI
- census data example
- goodness of fit evaluation
- toolbar
- Tools menu
- total sum of squares
- transforming the response data
- tricube weights
- trust-region algorithm
- variances
- viewing data
- graphically
- numerically
- Weibull distribution
- fit type definition
- weighted linear least squares
- weights
- regression
- least squares
- smoothing
- robust
- least squares
- smoothing
- viewing numerically
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