NIST Guide To Available Mathematical Sortware GAMS classification, Optimization (search also classes K, L8), Constrained, Network (for network reliability search class M) Network (for network reliability search class M) GAMS classification, Differential and integral equations, Partial differential equations, Initial boundary value problems Initial boundary value problems GAMS classification, Approximation (search also class L8), Service routines for approximation, Manipulation of basis functions (e.g., evaluation, change of basis) Manipulation of basis functions (e.g., evaluation, change of basis) GAMS classification, Statistics, probability, Categorical data analysis Categorical data analysis GAMS classification, Linear Algebra, Eigenvalues, eigenvectors, Associated operations Associated operations GAMS classification, Statistics, probability, Function evaluation (search also class C), Univariate, Cumulative distribution functions, probability density functions, Kendall F statistic, Kolmogorov-Smirnov Kendall F statistic, Kolmogorov-Smirnov GAMS classification, Statistics, probability, Regression (search also classes D5, D6, D9, G, K), Nonlinear (i.e., y = F(X,b)) (search also class L8h), Unweighted data, user provides derivatives Unweighted data, user provides derivatives GAMS classification, Statistics, probability, Elementary statistical graphics (search also class Q), Multi-dimensional data, Scatter diagrams, Matrices of bivariate scatter diagrams Matrices of bivariate scatter diagrams GAMS classification, Statistics, probability, Data summarization, One-dimensional data, Raw data, Frequency, cumulative frequency Frequency, cumulative frequency GAMS classification, Statistics, probability, Covariance structure models Covariance structure models GAMS classification, Arithmetic, error analysis, Change of representation, Base conversion Base conversion GAMS classification, Data handling (search also class L2), Sorting, Internal, Active, Real GAMS classification, Statistics, probability, Random number generation, Univariate, Exponential, extreme value Exponential, extreme value GAMS classification, Statistics, probability, Regression (search also classes D5, D6, D9, G, K), Simple linear (i.e., y=b0+b1 x) (search also class L8h), Lp for p different from 2 (e.g., least absolute value, minimax) Lp for p different from 2 (e.g., least absolute value, minimax) GAMS classification, Differentiation, integration, Quadrature (numerical evaluation of definite integrals), One-dimensional integrals, Infinite interval (including e-x2 weight function) Infinite interval (including e-x2 weight function) GAMS classification, Integral transforms, Trigonometric transforms including fast Fourier transforms, One-dimensional, Real GAMS classification, Optimization (search also classes K, L8), Constrained, General nonlinear programming, Nonlinear constraints Nonlinear constraints GAMS classification, Optimization (search also classes K, L8), Optimal control Optimal control GAMS classification, Linear Algebra, Determinants, Real symmetric matrices Real symmetric matrices GAMS classification, Statistics, probability, Elementary data analysis, One-dimensional data, Raw data, Parametric analysis, Probability plots Probability plots GAMS classification, Statistics, probability, Time series analysis (search also class J), Univariate (search also classes L3a6 and L3a7), Frequency domain analysis (search also class J1), Spectral analysis, Periodogram analysis Periodogram analysis GAMS classification, Statistics, probability, Elementary data analysis, One-dimensional data, Raw data, Parametric analysis, Probability plots, Uniform GAMS classification, Linear Algebra, Elementary vector and matrix operations, Elementary matrix operations, Copy GAMS classification, Data handling (search also class L2), Sorting, Internal, Passive (i.e., construct pointer array, rank), Integer GAMS classification, Software development tools, Static program analysis tools Static program analysis tools GAMS classification, Solution of nonlinear equations Solution of nonlinear equations GAMS classification, Linear Algebra, Solution of systems of linear equations (including inversion, LU and related decompositions), Complex Hermitian matrices, General GAMS classification, Statistics, probability, Elementary statistical graphics (search also class Q), Two-dimensional data (search also class L3e), Scatter diagrams Scatter diagrams GAMS classification, Statistics, probability, Data manipulation, Construct new variables (e.g., indicator variables) Construct new variables (e.g., indicator variables) GAMS classification, Statistics, probability, Elementary data analysis, One-dimensional data, Raw data, Parametric analysis, Probability plots, Exponential, extreme value Exponential, extreme value GAMS classification, Statistics, probability, Time series analysis (search also class J), Two time series (search also classes L3b3c, L10c, and L10d), Time domain analysis Time domain analysis GAMS classification, Solution of nonlinear equations, System of equations System of equations GAMS classification, Elementary and special functions (search also class L5), Bessel functions, I, K, Complex argument, real order Complex argument, real order GAMS classification, Linear Algebra, Solution of systems of linear equations (including inversion, LU and related decompositions), Real nonsymmetric matrices Real nonsymmetric matrices GAMS classification, Statistics, probability, Time series analysis (search also class J), Two time series (search also classes L3b3c, L10c, and L10d), Frequency domain analysis (search also class J1), Cross-spectral analysis Cross-spectral analysis GAMS classification, Elementary and special functions (search also class L5), Error functions, Fresnel integrals Fresnel integrals GAMS classification, Elementary and special functions (search also class L5), Other special functions Other special functions GAMS classification, Linear Algebra, Elementary vector and matrix operations, Elementary vector operations, Triad (\alpha x+y for vectors x, y and scalar \alpha) Triad (\alpha x+y for vectors x, y and scalar \alpha) GAMS classification, Linear Algebra, Determinants, Real nonsymmetric matrices, Sparse GAMS classification, Statistics, probability, Elementary statistical graphics (search also class Q), Two-dimensional data (search also class L3e), Scatter diagrams, Y vs. X Y vs. X GAMS classification, Service routines, Machine-dependent constants Machine-dependent constants GAMS classification, Statistics, probability, Regression (search also classes D5, D6, D9, G, K), Multiple linear (i.e., y=b0+b1 x1+...+bp xp), Measurement error models Measurement error models GAMS classification, Statistics, probability, Elementary statistical graphics (search also class Q), One-dimensional data, Frequency, cumulative frequency, percentile plots Frequency, cumulative frequency, percentile plots GAMS classification, Statistics, probability, Time series analysis (search also class J), Univariate (search also classes L3a6 and L3a7), Transformations GAMS classification, Differentiation, integration, Quadrature (numerical evaluation of definite integrals), One-dimensional integrals, Infinite interval (including e-x2 weight function), Integrand available via user-defined procedure, Automatic (user need only specify required accuracy) Automatic (user need only specify required accuracy) GAMS classification, Elementary and special functions (search also class L5), Bessel functions, J, Y, H1, H2, Real argument, real order Real argument, real order GAMS classification, Interpolation, Univariate data (curve fitting) Univariate data (curve fitting) GAMS classification, Elementary and special functions (search also class L5), Gamma, Gamma, log gamma, reciprocal gamma Gamma, log gamma, reciprocal gamma GAMS classification, Statistics, probability, Elementary data analysis, One-dimensional data, Raw data, Nonparametric analysis Nonparametric analysis GAMS classification, Linear Algebra, Solution of systems of linear equations (including inversion, LU and related decompositions), Complex Hermitian matrices, Positive-definite GAMS classification, Elementary and special functions (search also class L5), Bessel functions, J, Y, H1, H2 J, Y, H1, H2 GAMS classification, Optimization (search also classes K, L8), Constrained, Quadratic programming Quadratic programming GAMS classification, Approximation (search also class L8), Service routines for approximation, Other GAMS classification, Differential and integral equations, Partial differential equations, Elliptic boundary value problems Elliptic boundary value problems GAMS classification, Statistics, probability, Function evaluation (search also class C), Univariate, Cumulative distribution functions, probability density functions, Lambda, logistic, lognormal Lambda, logistic, lognormal GAMS classification, Statistics, probability, Regression (search also classes D5, D6, D9, G, K), Nonlinear (i.e., y = F(X,b)) (search also class L8h), Weighted data, user provides no derivatives Weighted data, user provides no derivatives GAMS classification, Statistics, probability, Data summarization, One-dimensional data, Raw data, Ties GAMS classification, Statistics, probability, Data summarization, Multi-dimensional data, Raw data, Covariance, correlation Covariance, correlation GAMS classification, Statistics, probability, Cluster analysis Cluster analysis GAMS classification, Arithmetic, error analysis, Change of representation, Decomposition, construction Decomposition, construction GAMS classification, Statistics, probability, Elementary data analysis, One-dimensional data, Raw data, Parametric analysis, Probability plot correlation coefficient plots, Weibull GAMS classification, Data handling (search also class L2), Sorting, Internal, Active, Character GAMS classification, Statistics, probability, Random number generation, Univariate, F distribution F distribution GAMS classification, Statistics, probability, Regression (search also classes D5, D6, D9, G, K), Simple linear (i.e., y=b0+b1 x) (search also class L8h), Robust GAMS classification, Integral transforms, Trigonometric transforms including fast Fourier transforms, One-dimensional, Complex GAMS classification, Statistics, probability, Elementary data analysis, One-dimensional data, Raw data, Parametric analysis, Probability plot correlation coefficient plots, Gamma, geometric Gamma, geometric GAMS classification, Differential and integral equations, Ordinary differential equations (ODE's), Initial value problems Initial value problems GAMS classification, Optimization (search also classes K, L8), Service routines Service routines GAMS classification, Linear Algebra, Determinants, Complex non-Hermitian matrices Complex non-Hermitian matrices GAMS classification, Statistics, probability, Elementary data analysis, One-dimensional data, Raw data, Parametric analysis, Probability plot correlation coefficient plots Probability plot correlation coefficient plots GAMS classification, Statistics, probability, Time series analysis (search also class J), Univariate (search also classes L3a6 and L3a7), Frequency domain analysis (search also class J1), Spectral analysis, Spectrum estimation using the periodogram Spectrum estimation using the periodogram GAMS classification, Linear Algebra, Elementary vector and matrix operations, Elementary matrix operations, Storage mode conversion Storage mode conversion GAMS classification, Data handling (search also class L2), Sorting, Internal, Passive (i.e., construct pointer array, rank), Real GAMS classification, Software development tools, Dynamic program analysis tools Dynamic program analysis tools GAMS classification, Optimization (search also classes K, L8) Optimization (search also classes K, L8) GAMS classification, Linear Algebra, Solution of systems of linear equations (including inversion, LU and related decompositions), Complex Hermitian matrices, Positive-definite banded Positive-definite banded GAMS classification, Statistics, probability, Elementary statistical graphics (search also class Q), Two-dimensional data (search also class L3e), EDA GAMS classification, Statistics, probability, Function evaluation (search also class C), Multivariate, Cumulative multivariate distribution functions, probability density functions Cumulative multivariate distribution functions, probability density functions GAMS classification, Statistics, probability, Elementary data analysis, One-dimensional data, Raw data, Parametric analysis, Probability plots, F distribution F distribution GAMS classification, Statistics, probability, Time series analysis (search also class J), Two time series (search also classes L3b3c, L10c, and L10d), Frequency domain analysis (search also class J1) Frequency domain analysis (search also class J1) GAMS classification, Elementary and special functions (search also class L5), Bessel functions, I, K, Complex argument, complex order Complex argument, complex order GAMS classification, Solution of nonlinear equations, Service routines (e.g., check user-supplied derivatives) Service routines (e.g., check user-supplied derivatives) GAMS classification, Linear Algebra, Solution of systems of linear equations (including inversion, LU and related decompositions), Real symmetric matrices Real symmetric matrices GAMS classification, Elementary and special functions (search also class L5), Error functions, Dawson's integral Dawson's integral GAMS classification, Arithmetic, error analysis, Complex, Standard precision Standard precision GAMS classification, Linear Algebra, Elementary vector and matrix operations, Elementary vector operations, Elementary rotation (Givens transformation) Elementary rotation (Givens transformation) GAMS classification, Statistics, probability, Elementary statistical graphics (search also class Q), Two-dimensional data (search also class L3e), Scatter diagrams, Symbol plots Symbol plots GAMS classification, Service routines, Error checking (e.g., check monotonicity) Error checking (e.g., check monotonicity) GAMS classification, Statistics, probability, Regression (search also classes D5, D6, D9, G, K), Multiple linear (i.e., y=b0+b1 x1+...+bp xp), Models based on ranks Models based on ranks GAMS classification, Linear Algebra, Solution of systems of linear equations (including inversion, LU and related decompositions), Complex non-Hermitian matrices, General GAMS classification, Linear Algebra, Eigenvalues, eigenvectors, Associated operations, Compute eigenvalues of matrix in compact form, Tridiagonal GAMS classification, Statistics, probability, Elementary statistical graphics (search also class Q), One-dimensional data, EDA (e.g., box-plots) EDA (e.g., box-plots) GAMS classification, Optimization (search also classes K, L8), Constrained, General nonlinear programming, Nonlinear constraints, Equality and inequality constraints, Smooth function and constraints, User provides no derivatives User provides no derivatives GAMS classification, Statistics, probability, Time series analysis (search also class J), Univariate (search also classes L3a6 and L3a7), Time domain analysis Time domain analysis GAMS classification, Statistics, probability, Random number generation, Univariate, Pareto, Pascal, permutations, Poisson Pareto, Pascal, permutations, Poisson GAMS classification, Differentiation, integration, Quadrature (numerical evaluation of definite integrals), One-dimensional integrals, Infinite interval (including e-x2 weight function), Integrand available via user-defined procedure, Nonautomatic GAMS classification, Elementary and special functions (search also class L5), Bessel functions, J, Y, H1, H2, Complex argument, real order Complex argument, real order GAMS classification, Interpolation, Multivariate data (surface fitting) Multivariate data (surface fitting) GAMS classification, Statistics, probability, Function evaluation (search also class C), Univariate, Inverse distribution functions, sparsity functions, Negative binomial, normal, normal order statistics Negative binomial, normal, normal order statistics GAMS classification, Linear Algebra, Elementary vector and matrix operations, Elementary vector operations Elementary vector operations GAMS classification, Elementary and special functions (search also class L5), Gamma, Beta, log beta Beta, log beta GAMS classification, Statistics, probability, Time series analysis (search also class J), Two time series (search also classes L3b3c, L10c, and L10d), Time domain analysis, Summary statistics (e.g., cross-correlations) Summary statistics (e.g., cross-correlations) GAMS classification, Approximation (search also class L8), Least squares (L2) approximation, Nonlinear least squares, Unconstrained, Smooth functions, User provides no derivatives User provides no derivatives GAMS classification, Statistics, probability, Elementary data analysis, One-dimensional data, Raw data, Goodness-of-fit tests Goodness-of-fit tests GAMS classification, Elementary and special functions (search also class L5), Bessel functions, I, K I, K GAMS classification, Linear Algebra, Determinants, Real symmetric matrices, Positive-definite banded, Tridiagonal GAMS classification, Statistics, probability, Analysis of variance (including analysis of covariance), Multi-way, Balanced complete data (e.g., factorial designs) Balanced complete data (e.g., factorial designs) GAMS classification, Optimization (search also classes K, L8), Constrained, Quadratic programming, Positive-definite Hessian (i.e., convex problem) Positive-definite Hessian (i.e., convex problem) GAMS classification, Optimization (search also classes K, L8), Constrained, Geometric programming Geometric programming GAMS classification, Linear Algebra, Elementary vector and matrix operations Elementary vector and matrix operations GAMS classification, Statistics, probability, Regression (search also classes D5, D6, D9, G, K), Nonlinear (i.e., y = F(X,b)) (search also class L8h), Weighted data, user provides derivatives Weighted data, user provides derivatives GAMS classification, Statistics, probability, Life testing, survival analysis Life testing, survival analysis GAMS classification, Statistics, probability, Time series analysis (search also class J), Univariate (search also classes L3a6 and L3a7), Time domain analysis, ARMA and ARIMA models (including Box-Jenkins methods), Model identification Model identification GAMS classification, Statistics, probability, Random number generation, Univariate, Gamma, general (continuous, discrete), geometric Gamma, general (continuous, discrete), geometric GAMS classification, Statistics, probability, Regression (search also classes D5, D6, D9, G, K), Simple linear (i.e., y=b0+b1 x) (search also class L8h), Errors in variables Errors in variables GAMS classification, Linear Algebra, Solution of systems of linear equations (including inversion, LU and related decompositions), Real nonsymmetric matrices, Tridiagonal GAMS classification, Integral transforms, Trigonometric transforms including fast Fourier transforms, One-dimensional, Sine and cosine transforms Sine and cosine transforms GAMS classification, Differential and integral equations, Partial differential equations, Elliptic boundary value problems, Linear GAMS classification, Differential and integral equations, Ordinary differential equations (ODE's), Multipoint boundary value problems Multipoint boundary value problems GAMS classification, Linear Algebra, Determinants, Complex Hermitian matrices Complex Hermitian matrices GAMS classification, Statistics, probability, Elementary data analysis, One-dimensional data, Raw data, Parametric analysis, Parameter estimates and tests Parameter estimates and tests GAMS classification, Statistics, probability, Time series analysis (search also class J), Univariate (search also classes L3a6 and L3a7), Frequency domain analysis (search also class J1), Spectral analysis, Spectrum estimation using the Fourier transform of the autocorrelation function Spectrum estimation using the Fourier transform of the autocorrelation function GAMS classification, Statistics, probability, Elementary data analysis, One-dimensional data, Raw data, Parametric analysis, Probability plots, Weibull GAMS classification, Optimization (search also classes K, L8), Constrained, General nonlinear programming, Simple bounds, Smooth function, User provides no derivatives User provides no derivatives GAMS classification, Data handling (search also class L2), Sorting, Internal, Passive (i.e., construct pointer array, rank), Character GAMS classification, Differentiation, integration Differentiation, integration GAMS classification, Statistics, probability, Regression (search also classes D5, D6, D9, G, K), Polynomial (e.g., y=b0+b1 x +b2 x2) (search also class L8c), Ordinary least squares, Degree determination Degree determination GAMS classification, Statistics, probability, Function evaluation (search also class C), Multivariate, Inverse cumulative distribution functions Inverse cumulative distribution functions GAMS classification, Statistics, probability, Elementary data analysis, One-dimensional data, Raw data, Parametric analysis, Probability plots, Gamma, geometric Gamma, geometric GAMS classification, Linear Algebra, Solution of systems of linear equations (including inversion, LU and related decompositions), Complex non-Hermitian matrices Complex non-Hermitian matrices GAMS classification, Statistics, probability, Regression (search also classes D5, D6, D9, G, K), Multiple linear (i.e., y=b0+b1 x1+...+bp xp), Ordinary least squares, Parameter estimation (search also class L8c1a), Using raw data Using raw data GAMS classification, Linear Algebra, Elementary vector and matrix operations, Elementary vector operations, Elementary reflection (Householder transformation) Elementary reflection (Householder transformation) GAMS classification, Statistics, probability, Elementary statistical graphics (search also class Q), Two-dimensional data (search also class L3e), Scatter diagrams, Lag plots (i.e., plots of Xi vs. Yi-j) Lag plots (i.e., plots of Xi vs. Yi-j) GAMS classification, Statistics, probability, Cluster analysis, One-way, Unconstrained, Nested GAMS classification, Service routines, Error handling Error handling GAMS classification, Linear Algebra, Solution of systems of linear equations (including inversion, LU and related decompositions), Complex non-Hermitian matrices, Banded GAMS classification, Linear Algebra, Eigenvalues, eigenvectors, Associated operations, Compute eigenvalues of matrix in compact form, Hessenberg GAMS classification, Statistics, probability, Elementary statistical graphics (search also class Q), One-dimensional data, Bar charts Bar charts GAMS classification, Statistics, probability, Function evaluation (search also class C), Univariate, Cumulative distribution functions, probability density functions Cumulative distribution functions, probability density functions GAMS classification, Statistics, probability, Time series analysis (search also class J), Univariate (search also classes L3a6 and L3a7), Frequency domain analysis (search also class J1) Frequency domain analysis (search also class J1) GAMS classification, Optimization (search also classes K, L8), Constrained, General nonlinear programming, Nonlinear constraints, Equality and inequality constraints, Smooth function and constraints, User provides first derivatives of function and constraints User provides first derivatives of function and constraints GAMS classification, Elementary and special functions (search also class L5), Bessel functions, J, Y, H1, H2, Complex argument, complex order Complex argument, complex order GAMS classification, Interpolation, Service routines for interpolation Service routines for interpolation GAMS classification, Linear Algebra, Elementary vector and matrix operations, Elementary matrix operations Elementary matrix operations GAMS classification, Differentiation, integration, Quadrature (numerical evaluation of definite integrals), Multidimensional integrals, n-dimensional quadrature on a nonrectangular region, Integrand available only on grid, Automatic (user need only specify required accuracy) Automatic (user need only specify required accuracy) GAMS classification, Arithmetic, error analysis, Real, Standard precision Standard precision GAMS classification, Elementary and special functions (search also class L5), Gamma, Psi function Psi function GAMS classification, Statistics, probability, Time series analysis (search also class J), Two time series (search also classes L3b3c, L10c, and L10d), Time domain analysis, Transfer function models Transfer function models GAMS classification, Approximation (search also class L8), Least squares (L2) approximation, Nonlinear least squares, Unconstrained, Smooth functions, User provides first derivatives User provides first derivatives GAMS classification, Statistics, probability, Elementary data analysis, One-dimensional data, Raw data, Analysis of a sequence of numbers (search also class L10a) Analysis of a sequence of numbers (search also class L10a) GAMS classification, Statistics, probability, Elementary data analysis, Multi-dimensional data (search also classes L4b and L7a1), Independent data, Parametric analysis Parametric analysis GAMS classification, Elementary and special functions (search also class L5), Bessel functions, Kelvin functions Kelvin functions GAMS classification, Linear Algebra, Solution of systems of linear equations (including inversion, LU and related decompositions), Real symmetric matrices, General GAMS classification, Linear Algebra, Eigenvalues, eigenvectors, Associated operations, Transform problem, Balance matrix Balance matrix GAMS classification, Statistics, probability, Analysis of variance (including analysis of covariance), Multi-way, Balanced incomplete data Balanced incomplete data GAMS classification, Optimization (search also classes K, L8), Constrained, Quadratic programming, Indefinite Hessian Indefinite Hessian GAMS classification, Optimization (search also classes K, L8), Constrained, Dynamic programming Dynamic programming GAMS classification, Linear Algebra, Solution of systems of linear equations (including inversion, LU and related decompositions) Solution of systems of linear equations (including inversion, LU and related decompositions) GAMS classification, Statistics, probability, Function evaluation (search also class C), Univariate, Cumulative distribution functions, probability density functions, Negative binomial, normal Negative binomial, normal GAMS classification, Statistics, probability, Multidimensional scaling Multidimensional scaling GAMS classification, Statistics, probability, Data summarization, Multi-dimensional data, Raw data, Frequency, cumulative frequency Frequency, cumulative frequency GAMS classification, Differentiation, integration, Quadrature (numerical evaluation of definite integrals), One-dimensional integrals, Finite interval (general integrand), Integrand available only on grid, Automatic (user need only specify required accuracy) Automatic (user need only specify required accuracy) GAMS classification, Statistics, probability, Time series analysis (search also class J), Univariate (search also classes L3a6 and L3a7), Time domain analysis, ARMA and ARIMA models (including Box-Jenkins methods), Parameter estimation Parameter estimation GAMS classification, Statistics, probability, Random number generation, Univariate, Halfnormal, hypergeometric Halfnormal, hypergeometric GAMS classification, Optimization (search also classes K, L8), Unconstrained, Univariate, Smooth function, User provides no derivatives User provides no derivatives GAMS classification, Differential and integral equations, Partial differential equations, Elliptic boundary value problems, Domain triangulation (search also class P) Domain triangulation (search also class P) GAMS classification, Linear Algebra, Determinants, Real symmetric matrices, General, Indefinite GAMS classification, Differential and integral equations, Partial differential equations, Elliptic boundary value problems, Nonlinear GAMS classification, Optimization (search also classes K, L8), Constrained, Network (for network reliability search class M), Shortest path Shortest path GAMS classification, Differential and integral equations, Ordinary differential equations (ODE's), Service routines (e.g., interpolation of solutions, error handling, test programs) Service routines (e.g., interpolation of solutions, error handling, test programs) GAMS classification, Elementary and special functions (search also class L5), Integer-valued functions (e.g., factorial, binomial coefficient, permutations, combinations, floor, ceiling) Integer-valued functions (e.g., factorial, binomial coefficient, permutations, combinations, floor, ceiling) GAMS classification, Statistics, probability, Elementary data analysis, One-dimensional data, Raw data, Parametric analysis, Transformation selection (e.g., for normality) Transformation selection (e.g., for normality) GAMS classification, Statistics, probability, Time series analysis (search also class J), Univariate (search also classes L3a6 and L3a7), Frequency domain analysis (search also class J1), Spectral analysis, Spectrum estimation using autoregressive models Spectrum estimation using autoregressive models GAMS classification, Optimization (search also classes K, L8), Constrained, General nonlinear programming, Simple bounds, Smooth function, User provides first derivatives User provides first derivatives GAMS classification, Approximation (search also class L8), Least squares (L2) approximation, Nonlinear least squares, Constrained, Linear constraints Linear constraints GAMS classification, Statistics, probability, Time series analysis (search also class J), Univariate (search also classes L3a6 and L3a7), Time domain analysis, Autoregressive models, Model identification Model identification GAMS classification, Differential and integral equations Differential and integral equations GAMS classification, Statistics, probability, Regression (search also classes D5, D6, D9, G, K), Polynomial (e.g., y=b0+b1 x +b2 x2) (search also class L8c), Ordinary least squares, Parameter estimation Parameter estimation GAMS classification, Optimization (search also classes K, L8), Constrained, Network (for network reliability search class M), Maximum flow, Generalized networks Generalized networks GAMS classification, Linear Algebra, Solution of systems of linear equations (including inversion, LU and related decompositions), Complex Hermitian matrices, Sparse GAMS classification, Differential and integral equations, Partial differential equations, Initial boundary value problems, Parabolic GAMS classification, Statistics, probability, Elementary data analysis, One-dimensional data, Raw data, Parametric analysis, Probability plots, Halfnormal GAMS classification, Linear Algebra, Solution of systems of linear equations (including inversion, LU and related decompositions), Complex Hermitian matrices Complex Hermitian matrices GAMS classification, Statistics, probability, Regression (search also classes D5, D6, D9, G, K), Multiple linear (i.e., y=b0+b1 x1+...+bp xp), Ordinary least squares, Parameter estimation (search also class L8c1a), Using correlation data Using correlation data GAMS classification, Arithmetic, error analysis, Complex, Extended precision Extended precision GAMS classification, Statistics, probability, Cluster analysis, One-way, Unconstrained, Non-nested (e.g., K means) Non-nested (e.g., K means) GAMS classification, Service routines, Documentation retrieval Documentation retrieval GAMS classification, Differentiation, integration, Quadrature (numerical evaluation of definite integrals), Multidimensional integrals, n-dimensional quadrature on a nonrectangular region, Integrand available via user-defined procedure Integrand available via user-defined procedure GAMS classification, Linear Algebra, Solution of systems of linear equations (including inversion, LU and related decompositions), Complex non-Hermitian matrices, Triangular GAMS classification, Linear Algebra, Eigenvalues, eigenvectors, Associated operations, Compute eigenvalues of matrix in compact form, Other GAMS classification, Statistics, probability, Elementary statistical graphics (search also class Q), One-dimensional data, Pie charts Pie charts GAMS classification, Statistics, probability, Function evaluation (search also class C), Univariate, Inverse distribution functions, sparsity functions Inverse distribution functions, sparsity functions GAMS classification, Optimization (search also classes K, L8), Constrained, General nonlinear programming, Nonlinear constraints, Equality and inequality constraints, Smooth function and constraints, User provides first and second derivatives of function and constraints User provides first and second derivatives of function and constraints GAMS classification, Statistics, probability, Function evaluation (search also class C), Univariate, Inverse distribution functions, sparsity functions, Pareto, Poisson Pareto, Poisson GAMS classification, Statistics, probability, Categorical data analysis, 2-by-2 tables 2-by-2 tables GAMS classification, Statistics, probability, Regression (search also classes D5, D6, D9, G, K), Multiple linear (i.e., y=b0+b1 x1+...+bp xp), Ordinary least squares, Variable selection, Using raw data Using raw data GAMS classification, Differentiation, integration, Quadrature (numerical evaluation of definite integrals), Multidimensional integrals, n-dimensional quadrature on a nonrectangular region, Integrand available only on grid, Nonautomatic GAMS classification, Elementary and special functions (search also class L5), Gamma, Polygamma function Polygamma function GAMS classification, Approximation (search also class L8), Least squares (L2) approximation, Nonlinear least squares, Unconstrained, Smooth functions, User provides first and second derivatives User provides first and second derivatives GAMS classification, Statistics, probability, Elementary data analysis, Multi-dimensional data (search also classes L4b and L7a1), Independent data, Nonparametric analysis Nonparametric analysis GAMS classification, Elementary and special functions (search also class L5), Bessel functions, Airy and Scorer functions Airy and Scorer functions GAMS classification GAMS classification, Interpolation, Service routines for interpolation, Evaluation of fitted functions, including quadrature, Function evaluation Function evaluation GAMS classification, Linear Algebra, Solution of systems of linear equations (including inversion, LU and related decompositions), Real symmetric matrices, Positive-definite banded Positive-definite banded GAMS classification, Linear Algebra, Eigenvalues, eigenvectors, Associated operations, Transform problem, Reduce to compact form Reduce to compact form GAMS classification, Statistics, probability, Analysis of variance (including analysis of covariance), Multi-way, General linear models (unbalanced data) General linear models (unbalanced data) GAMS classification, Optimization (search also classes K, L8), Constrained, General nonlinear programming General nonlinear programming GAMS classification, Linear Algebra, Determinants GAMS classification, Statistics, probability, Statistical data sets Statistical data sets GAMS classification, Differentiation, integration, Quadrature (numerical evaluation of definite integrals), Multidimensional integrals, n-dimensional quadrature on a nonrectangular region, Integrand available via user-defined procedure, Automatic (user need only specify required accuracy) Automatic (user need only specify required accuracy) GAMS classification, Differentiation, integration, Quadrature (numerical evaluation of definite integrals), One-dimensional integrals, Finite interval (general integrand), Integrand available only on grid, Nonautomatic GAMS classification, Optimization (search also classes K, L8), Constrained, General nonlinear programming, Nonlinear constraints, Equality and inequality constraints, Smooth function and constraints Smooth function and constraints GAMS classification, Statistics, probability, Time series analysis (search also class J), Univariate (search also classes L3a6 and L3a7), Time domain analysis, ARMA and ARIMA models (including Box-Jenkins methods), Forecasting GAMS classification, Optimization (search also classes K, L8), Unconstrained, Univariate, Smooth function, User provides first derivatives User provides first derivatives GAMS classification, Differential and integral equations, Partial differential equations, Elliptic boundary value problems, Solution of discretized elliptic equations Solution of discretized elliptic equations GAMS classification, Linear Algebra, Solution of systems of linear equations (including inversion, LU and related decompositions), Real nonsymmetric matrices, General GAMS classification, Linear Algebra, Determinants, Real symmetric matrices, General, Positive-definite GAMS classification, Differential and integral equations, Partial differential equations, Elliptic boundary value problems, Eigenvalue GAMS classification, Optimization (search also classes K, L8), Constrained, Network (for network reliability search class M), Minimum spanning tree Minimum spanning tree GAMS classification, Service routines, Error handling, Set criteria for fatal errors Set criteria for fatal errors GAMS classification, Approximation (search also class L8), Least squares (L2) approximation, Linear least squares (search also classes D5, D6, D9) Linear least squares (search also classes D5, D6, D9) GAMS classification, Other GAMS classification, Statistics, probability, Cluster analysis, One-way GAMS classification, Elementary and special functions (search also class L5), Powers, roots, reciprocals Powers, roots, reciprocals GAMS classification, Statistics, probability, Elementary data analysis, One-dimensional data, Raw data, Parametric analysis, Tail and outlier analysis Tail and outlier analysis GAMS classification, Differentiation, integration, Quadrature (numerical evaluation of definite integrals), One-dimensional integrals, Finite interval (general integrand), Integrand available via user-defined procedure, Automatic (user need only specify required accuracy) Automatic (user need only specify required accuracy) GAMS classification, Statistics, probability, Time series analysis (search also class J), Univariate (search also classes L3a6 and L3a7), Frequency domain analysis (search also class J1), Spectral analysis, Spectral windows Spectral windows GAMS classification, Statistics, probability, Cluster analysis, One-way, Unconstrained, Nested, Joining (e.g., single link) Joining (e.g., single link) GAMS classification, Optimization (search also classes K, L8), Constrained, General nonlinear programming, Simple bounds, Smooth function, User provides first and second derivatives User provides first and second derivatives GAMS classification, Approximation (search also class L8), Least squares (L2) approximation, Nonlinear least squares, Constrained, Nonlinear constraints Nonlinear constraints GAMS classification, Statistics, probability, Time series analysis (search also class J), Univariate (search also classes L3a6 and L3a7), Time domain analysis, Autoregressive models, Parameter estimation Parameter estimation GAMS classification, Integral transforms Integral transforms GAMS classification, Optimization (search also classes K, L8), Constrained, Network (for network reliability search class M), Maximum flow, Networks with side constraints Networks with side constraints GAMS classification, Statistics, probability, Regression (search also classes D5, D6, D9, G, K), Polynomial (e.g., y=b0+b1 x +b2 x2) (search also class L8c), Ordinary least squares, Analysis (search also class L8b1b) Analysis (search also class L8b1b) GAMS classification, Differential and integral equations, Partial differential equations, Initial boundary value problems, Hyperbolic GAMS classification, Optimization (search also classes K, L8), Constrained, Integer programming, Zero/one GAMS classification, Linear Algebra, Solution of systems of linear equations (including inversion, LU and related decompositions), Associated operations (e.g., matrix reorderings) Associated operations (e.g., matrix reorderings) GAMS classification, Arithmetic, error analysis, Complex, Extended range Extended range GAMS classification, Elementary and special functions (search also class L5), Elementary transcendental functions, Trigonometric, inverse trigonometric Trigonometric, inverse trigonometric GAMS classification, Approximation (search also class L8), Least squares (L2) approximation, Nonlinear least squares, Unconstrained, Smooth functions Smooth functions GAMS classification, Differentiation, integration, Quadrature (numerical evaluation of definite integrals), Multidimensional integrals, n-dimensional quadrature on a nonrectangular region, Integrand available only on grid Integrand available only on grid GAMS classification, Linear Algebra, Solution of systems of linear equations (including inversion, LU and related decompositions), Complex non-Hermitian matrices, Sparse GAMS classification, Linear Algebra, Eigenvalues, eigenvectors, Associated operations, Transform problem Transform problem GAMS classification, Statistics, probability, Elementary statistical graphics (search also class Q), One-dimensional data, Xi vs. i (including symbol plots) Xi vs. i (including symbol plots) GAMS classification, Statistics, probability, Random number generation, Univariate, Samples, stable distribution Samples, stable distribution GAMS classification, Simulation, stochastic modeling (search also classes L6 and L10), Reliability, Quality control Quality control GAMS classification, Differential and integral equations, Partial differential equations, Elliptic boundary value problems, Linear, Second order, Poisson (Laplace) or Helmholtz equation, Rectangular domain (or topologically rectangular in the coordinate system) Rectangular domain (or topologically rectangular in the coordinate system) GAMS classification, Solution of nonlinear equations, Single equation, Polynomial GAMS classification, Statistics, probability, Categorical data analysis, Two-way tables (search also class L9d) Two-way tables (search also class L9d) GAMS classification, Statistics, probability, Regression (search also classes D5, D6, D9, G, K), Multiple linear (i.e., y=b0+b1 x1+...+bp xp), Ordinary least squares, Variable selection, Using correlation or covariance data Using correlation or covariance data GAMS classification, Arithmetic, error analysis, Real, Extended precision Extended precision GAMS classification, Elementary and special functions (search also class L5), Gamma, Incomplete gamma Incomplete gamma GAMS classification, Elementary and special functions (search also class L5), Bessel functions, Struve, Anger, and Weber functions Struve, Anger, and Weber functions GAMS classification, Differentiation, integration, Quadrature (numerical evaluation of definite integrals), Multidimensional integrals, One or more hyper-rectangular regions (includes iterated integrals), Integrand available via user-defined procedure Integrand available via user-defined procedure GAMS classification, Interpolation, Service routines for interpolation, Evaluation of fitted functions, including quadrature, Derivative evaluation Derivative evaluation GAMS classification, Linear Algebra, Eigenvalues, eigenvectors, Associated operations, Transform problem, Standardize problem Standardize problem GAMS classification, Linear Algebra, Determinants, Complex Hermitian matrices, Tridiagonal GAMS classification, Optimization (search also classes K, L8), Constrained, Global solution to nonconvex problems Global solution to nonconvex problems GAMS classification, Linear Algebra, Eigenvalues, eigenvectors Eigenvalues, eigenvectors GAMS classification, Statistics, probability, Function evaluation (search also class C), Univariate, Cumulative distribution functions, probability density functions, Pareto, Poisson Pareto, Poisson GAMS classification, Statistics, probability, Random number generation, Multivariate, Uniform GAMS classification, Statistics, probability, Regression (search also classes D5, D6, D9, G, K), Simple linear (i.e., y=b0+b1 x) (search also class L8h) Simple linear (i.e., y=b0+b1 x) (search also class L8h) GAMS classification, Differentiation, integration, Quadrature (numerical evaluation of definite integrals), Multidimensional integrals, n-dimensional quadrature on a nonrectangular region, Integrand available via user-defined procedure, Nonautomatic GAMS classification, Optimization (search also classes K, L8), Constrained, General nonlinear programming, Nonlinear constraints, Equality and inequality constraints, General function and constraints (no smoothness assumed) General function and constraints (no smoothness assumed) GAMS classification, Optimization (search also classes K, L8), Unconstrained, Univariate, Smooth function, User provides first and second derivatives User provides first and second derivatives GAMS classification, Linear Algebra, Solution of systems of linear equations (including inversion, LU and related decompositions), Real nonsymmetric matrices, Banded GAMS classification, Linear Algebra, Solution of systems of linear equations (including inversion, LU and related decompositions), Complex non-Hermitian matrices, Tridiagonal GAMS classification, Differential and integral equations, Partial differential equations, Elliptic boundary value problems, Service routines Service routines GAMS classification, Optimization (search also classes K, L8), Constrained, Network (for network reliability search class M), Maximum flow Maximum flow GAMS classification, Service routines, Error handling, Set unit number for error messages Set unit number for error messages GAMS classification, Approximation (search also class L8), Least squares (L2) approximation, Nonlinear least squares, Unconstrained GAMS classification, Approximation (search also class L8), Least squares (L2) approximation, Nonlinear least squares Nonlinear least squares GAMS classification, Statistics, probability, Cluster analysis, Two-way GAMS classification, Elementary and special functions (search also class L5), Polynomials GAMS classification, Statistics, probability, Elementary data analysis, One-dimensional data, Raw data, Parametric analysis, Tolerance limits Tolerance limits GAMS classification, Differentiation, integration, Quadrature (numerical evaluation of definite integrals), One-dimensional integrals, Finite interval (general integrand), Integrand available via user-defined procedure, Nonautomatic GAMS classification, Statistics, probability, Cluster analysis, One-way, Unconstrained, Nested, Divisive GAMS classification, Optimization (search also classes K, L8), Constrained, General nonlinear programming, Nonlinear constraints, Equality constraints only, Smooth function and constraints Smooth function and constraints GAMS classification, Linear Algebra, Singular, overdetermined or underdetermined systems of linear equations, generalized inverses, Constrained, Least squares (L2) solution Least squares (L2) solution GAMS classification, Approximation (search also class L8) Approximation (search also class L8) GAMS classification, Statistics, probability, Regression (search also classes D5, D6, D9, G, K), Polynomial (e.g., y=b0+b1 x +b2 x2) (search also class L8c), Ordinary least squares, Inference (search also class L8b1b) Inference (search also class L8b1b) GAMS classification, Optimization (search also classes K, L8), Constrained, Integer programming, Covering and packing problems Covering and packing problems GAMS classification, Statistics, probability, Covariance structure models, Factor analysis Factor analysis GAMS classification, Elementary and special functions (search also class L5), Elementary transcendental functions, Exponential, logarithmic Exponential, logarithmic GAMS classification, Statistics, probability, Elementary data analysis, Two dimensional data (search also class L4c), Pairwise independent data, Parametric analysis, Plots of empirical and theoretical density and distribution functions Plots of empirical and theoretical density and distribution functions GAMS classification, Approximation (search also class L8), Least squares (L2) approximation, Nonlinear least squares, Unconstrained, General functions General functions GAMS classification, Data handling (search also class L2), Input, output Input, output GAMS classification, Linear Algebra, Eigenvalues, eigenvectors, Associated operations, Compute eigenvalues of matrix in compact form Compute eigenvalues of matrix in compact form GAMS classification, Statistics, probability, Elementary statistical graphics (search also class Q), One-dimensional data, Lag plots (e.g., plots of Xi vs. Xi-1) Lag plots (e.g., plots of Xi vs. Xi-1) GAMS classification, Statistics, probability, Analysis of variance (including analysis of covariance), One-way, Parametric GAMS classification, Simulation, stochastic modeling (search also classes L6 and L10), Reliability, Electrical network Electrical network GAMS classification, Differential and integral equations, Partial differential equations, Elliptic boundary value problems, Linear, Second order, Poisson (Laplace) or Helmholtz equation, Nonrectangular domain Nonrectangular domain GAMS classification, Arithmetic, error analysis, Integer GAMS classification, Solution of nonlinear equations, Single equation, Nonpolynomial GAMS classification, Statistics, probability, Categorical data analysis, Log-linear model Log-linear model GAMS classification, Statistics, probability, Regression (search also classes D5, D6, D9, G, K), Multiple linear (i.e., y=b0+b1 x1+...+bp xp), Ordinary least squares, Variable selection, Using other data Using other data GAMS classification, Arithmetic, error analysis, Real, Extended range Extended range GAMS classification, Elementary and special functions (search also class L5), Gamma, Incomplete beta Incomplete beta GAMS classification, Elementary and special functions (search also class L5), Polynomials, Orthogonal GAMS classification, Statistics, probability, Time series analysis (search also class J), Univariate (search also classes L3a6 and L3a7), Time domain analysis, Summary statistics, Autocorrelations and autocovariances Autocorrelations and autocovariances GAMS classification, Elementary and special functions (search also class L5), Bessel functions, Integrals of Bessel functions Integrals of Bessel functions GAMS classification, Differentiation, integration, Quadrature (numerical evaluation of definite integrals), Multidimensional integrals, One or more hyper-rectangular regions (includes iterated integrals), Integrand available only on grid Integrand available only on grid GAMS classification, Interpolation, Service routines for interpolation, Evaluation of fitted functions, including quadrature, Quadrature GAMS classification, Linear Algebra, Solution of systems of linear equations (including inversion, LU and related decompositions), Real symmetric matrices, Sparse GAMS classification, Statistics, probability, Function evaluation (search also class C), Univariate, Inverse distribution functions, sparsity functions, Beta, binomial Beta, binomial GAMS classification, Linear Algebra, Eigenvalues, eigenvectors, Generalized eigenvalue problems (e.g., Ax=\lambda Bx), Real symmetric Real symmetric GAMS classification, Approximation (search also class L8), Service routines for approximation, Evaluation of fitted functions, including quadrature, Function evaluation Function evaluation GAMS classification, Linear Algebra, QR decomposition, Gram-Schmidt orthogonalization QR decomposition, Gram-Schmidt orthogonalization GAMS classification, Statistics, probability, Regression (search also classes D5, D6, D9, G, K), Polynomial (e.g., y=b0+b1 x +b2 x2) (search also class L8c) Polynomial (e.g., y=b0+b1 x +b2 x2) (search also class L8c) GAMS classification, Linear Algebra, Elementary vector and matrix operations, Elementary matrix operations, Elementary rotation (Givens transformation) Elementary rotation (Givens transformation) GAMS classification, Linear Algebra, Solution of systems of linear equations (including inversion, LU and related decompositions), Real nonsymmetric matrices, Triangular GAMS classification, Linear Algebra, Determinants, Complex Hermitian matrices, Indefinite GAMS classification, Optimization (search also classes K, L8), Constrained, Network (for network reliability search class M), Test problem generation Test problem generation GAMS classification, Statistics, probability, Elementary data analysis, One-dimensional data, Raw data, Parametric analysis, Probability plot correlation coefficient plots, Lambda GAMS classification, Service routines, Error handling, Other utilities Other utilities GAMS classification, Approximation (search also class L8), Least squares (L2) approximation, Nonlinear least squares, Constrained GAMS classification, Statistics, probability, Cluster analysis, Display GAMS classification, Elementary and special functions (search also class L5), Elementary transcendental functions Elementary transcendental functions GAMS classification, Statistics, probability, Analysis of variance (including analysis of covariance), One-way GAMS classification, Statistics, probability, Cluster analysis, One-way, Unconstrained, Nested, Switching GAMS classification, Optimization (search also classes K, L8), Constrained, General nonlinear programming, Nonlinear constraints, Equality constraints only, General function and constraints (no smoothness assumed) General function and constraints (no smoothness assumed) GAMS classification, Linear Algebra, Singular, overdetermined or underdetermined systems of linear equations, generalized inverses, Constrained, Chebyshev (Linfinity) solution Chebyshev (Linfinity) solution GAMS classification, Statistics, probability Statistics, probability GAMS classification, Optimization (search also classes K, L8), Constrained, Integer programming, Knapsack problems Knapsack problems GAMS classification, Approximation (search also class L8), Least squares (L2) approximation, Linear least squares (search also classes D5, D6, D9), Unconstrained GAMS classification, Statistics, probability, Covariance structure models, Principal components analysis Principal components analysis GAMS classification, Differentiation, integration, Quadrature (numerical evaluation of definite integrals), One-dimensional integrals One-dimensional integrals GAMS classification, Elementary and special functions (search also class L5), Elementary transcendental functions, Hyperbolic, inverse hyperbolic Hyperbolic, inverse hyperbolic GAMS classification, Linear Algebra, Singular, overdetermined or underdetermined systems of linear equations, generalized inverses, Unconstrained, Least squares (L2) solution Least squares (L2) solution GAMS classification, Statistics, probability, Time series analysis (search also class J), Two time series (search also classes L3b3c, L10c, and L10d), Frequency domain analysis (search also class J1), Cross-spectral analysis, Cross-periodogram analysis Cross-periodogram analysis GAMS classification, Data handling (search also class L2), Bit manipulation Bit manipulation GAMS classification, Linear Algebra, Eigenvalues, eigenvectors, Associated operations, Form eigenvectors from eigenvalues Form eigenvectors from eigenvalues GAMS classification, Statistics, probability, Analysis of variance (including analysis of covariance), One-way, Nonparametric GAMS classification, Statistics, probability, Cluster analysis, One-way, Unconstrained GAMS classification, Statistics, probability, Elementary data analysis, Multi-dimensional data (search also classes L4b and L7a1), Independent data Independent data GAMS classification, Arithmetic, error analysis, Rational GAMS classification, Statistics, probability, Categorical data analysis, EDA (e.g., median polish) EDA (e.g., median polish) GAMS classification, Elementary and special functions (search also class L5), Gamma, Riemann zeta Riemann zeta GAMS classification, Elementary and special functions (search also class L5), Polynomials, Non-orthogonal GAMS classification, Statistics, probability, Time series analysis (search also class J), Univariate (search also classes L3a6 and L3a7), Time domain analysis, Summary statistics, Partial autocorrelations Partial autocorrelations GAMS classification, Simulation, stochastic modeling (search also classes L6 and L10), Simulation GAMS classification, Differential and integral equations, Partial differential equations, Elliptic boundary value problems, Linear, Second order Second order GAMS classification, Statistics, probability, Function evaluation (search also class C), Univariate, Inverse distribution functions, sparsity functions, Cauchy, \chi2 Cauchy, \chi2 GAMS classification, Linear Algebra, Eigenvalues, eigenvectors, Generalized eigenvalue problems (e.g., Ax=\lambda Bx), Real general Real general GAMS classification, Approximation (search also class L8), Service routines for approximation, Evaluation of fitted functions, including quadrature, Derivative evaluation Derivative evaluation GAMS classification, Statistics, probability, Elementary data analysis, One-dimensional data, Raw data, Parametric analysis, Parameter estimates and tests, Normal GAMS classification, Optimization (search also classes K, L8), Constrained, Linear programming, Dense matrix of constraints Dense matrix of constraints GAMS classification, Linear Algebra, Singular value decomposition Singular value decomposition GAMS classification, Statistics, probability, Regression (search also classes D5, D6, D9, G, K), Multiple linear (i.e., y=b0+b1 x1+...+bp xp) Multiple linear (i.e., y=b0+b1 x1+...+bp xp) GAMS classification, Linear Algebra, Elementary vector and matrix operations, Elementary matrix operations, Elementary reflection (Householder transformation) Elementary reflection (Householder transformation) GAMS classification, Statistics, probability, Time series analysis (search also class J), Univariate (search also classes L3a6 and L3a7), Frequency domain analysis (search also class J1), Spectral analysis Spectral analysis GAMS classification, Linear Algebra, Solution of systems of linear equations (including inversion, LU and related decompositions), Real nonsymmetric matrices, Sparse GAMS classification, Differential and integral equations, Ordinary differential equations (ODE's), Initial value problems, General, nonstiff or mildly stiff, One-step methods (e.g., Runge-Kutta) One-step methods (e.g., Runge-Kutta) GAMS classification, Statistics, probability, Function evaluation (search also class C), Univariate, Cumulative distribution functions, probability density functions, Beta, binomial Beta, binomial GAMS classification, Linear Algebra, Eigenvalues, eigenvectors, Ordinary eigenvalue problems (Ax=\lambda x), Real symmetric Real symmetric GAMS classification, Linear Algebra, Determinants, Complex Hermitian matrices, Positive-definite GAMS classification, Solution of nonlinear equations, Single equation, Polynomial, Real coefficients Real coefficients GAMS classification, Statistics, probability, Cluster analysis, Service routines (e.g., compute distance matrix) Service routines (e.g., compute distance matrix) GAMS classification, Simulation, stochastic modeling (search also classes L6 and L10), Simulation, Discrete GAMS classification, Elementary and special functions (search also class L5), Exponential and logarithmic integrals Exponential and logarithmic integrals GAMS classification, Statistics, probability, Random number generation, Multivariate, Linear L1 (least absolute value) approximation Linear L1 (least absolute value) approximation GAMS classification, Statistics, probability, Analysis of variance (including analysis of covariance), Two-way (search also class L7d) Two-way (search also class L7d) GAMS classification, Differentiation, integration, Quadrature (numerical evaluation of definite integrals), One-dimensional integrals, Semi-infinite interval (including e-x weight function), Integrand available via user-defined procedure, Automatic (user need only specify required accuracy) Automatic (user need only specify required accuracy) GAMS classification, Statistics, probability, Regression (search also classes D5, D6, D9, G, K), Simple linear (i.e., y=b0+b1 x) (search also class L8h), Ordinary least squares, Parameter estimation, Unweighted data Unweighted data GAMS classification, Statistics, probability, Cluster analysis, One-way, Unconstrained, Nested, Predict missing values Predict missing values GAMS classification, Linear Algebra, Singular, overdetermined or underdetermined systems of linear equations, generalized inverses, Constrained, Least absolute value (L1) Least absolute value (L1) GAMS classification, Simulation, stochastic modeling (search also classes L6 and L10) Simulation, stochastic modeling (search also classes L6 and L10) GAMS classification, Elementary and special functions (search also class L5), Polynomials, Orthogonal, Trigonometric GAMS classification, Optimization (search also classes K, L8), Constrained, Integer programming, Matching problems Matching problems GAMS classification, Statistics, probability, Elementary data analysis, One-dimensional data, Raw data, Parametric analysis, Probability plots, Lambda, logistic, lognormal Lambda, logistic, lognormal GAMS classification, Approximation (search also class L8), Least squares (L2) approximation, Linear least squares (search also classes D5, D6, D9), Constrained GAMS classification, Statistics, probability, Covariance structure models, Canonical correlation Canonical correlation</