starpac

starpac, a Fortran77 code which carries out statistical data analysis, by Janet Donaldson.

Licensing:

The computer code and data files described and made available on this web page are distributed under the MIT license.

Languages:

starpac is available in a Fortran77 version and a Fortran90 version.

Related Data and Programs:

starpac_test

BLAS1, a Fortran77 library which implements the Basic Linear Algebra Subprograms, Level 1.

LAWSON, a Fortran77 library which contains routines for solving least squares problems and singular value decompositions, by Lawson and Hanson.

MACHINE, a Fortran77 library which tabulates the values of certain machine-specific arithmetic quantities.

NL2SOL, a Fortran77 library which minimizes the sum of squares of a set of nonlinear functions.

PROB, a Fortran90 library which computes the PDF, CDF, inverse CDF, and sampling various statistical distributions.

UNIFORM, a Fortran77 library which can compute uniform random samples.

XERROR, a Fortran77 library which handles errors.

Reference:

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    Handbook of Mathematical Functions,
    National Bureau of Standards, 1964,
    LC: QA47.A34,
    ISBN: 0-486-61272-4.
  2. Peter Bloomfield,
    Fourier Analysis of Time Series - An Introduction,
    Wiley, 2000,
    ISBN: 0471889482,
    LC: QA280.B59.
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    Remark on Algorithm 179,
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    Volume 17, page 153, 1974.
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    Prentice Hall, 1991,
    ISBN: 0139051007,
    LC: QA280.B67.
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    Algorithm 573: An Adaptive Nonlinear Least-Squares Algorithm,
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    Volume 7, Number 3, 1981, pages 367-383.
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    User's Guide to STARPAC,
    The Standards Time Series and Regression Package,
    NIST, Boulder, Colorado, 1987.
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    Algorithm 528, A Framework for a Portable Library,
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    Volume 4, Number 2, June 1978, pages 177-188.
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    Algorithm 542: Incomplete Gamma Functions,
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    Volume 5, Number 4, December 1979, pages 382-489.
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    SIAM Journal on Scientific and Statistical Computing,
    Volume 2, Number 2, pages 186-197, 1981.
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    SIAM Journal on Numerical Analysis,
    Volume 15, Number 5, pages 977-991, 1978.
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    Maximization by Quadratic Hill-climbing,
    Econometrica,
    Volume 34, pages 541-551, 1966.
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    An Algorithm for Minimization using Exact Second Derivatives,
    Report TP515,
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    AERE, Harwell, Oxon., England, 1973.
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    Theoretical Properties of Congruential Random-Number Generators, An Empirical View,
    Memorandum NS-340,
    Department of Statistics,
    Harvard University, 1976.
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    Holden-Day, 1968,
    ISBN: 1892803038,
    LC: QA280.J45.
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    Second edition,
    Wiley, 1994,
    ISBN: 0471584940,
    LC: QA273.6.J6
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    Volume 2, Seminumerical Algorithms,
    Third Edition,
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    SIAM, 1995,
    ISBN: 0898713560,
    LC: QA275.L38.
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    Algorithm 539: Basic Linear Algebra Subprograms for Fortran Usage,
    ACM Transactions on Mathematical Software,
    Volume 5, Number 3, September 1979, pages 308-323.
  26. George Marsaglia, Wai Wan Tsang,
    A fast, easily implemented method for sampling from decreasing or symmetric unimodal density functions,
    SIAM Journal of Scientific and Statistical Computing,
    Volume 5, 1983, pages 349-359.
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    Volume 19, pages 586-593, 1971.
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    Pacific Journal of Mathematics,
    Volume 15, pages 719-729, 1965.
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  34. Martin Wilk, Ram Gnanadesikan, Marilyn Huyett,
    Probability Plots for the Gamma Distribution,
    Technometrics,
    Volume 4, Number 1, 1962, pages 1-15,

Source Code:

Last revised on 17 December 2023.