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Top: Computers: Programming: Languages: Fortran: Source_Code: Statistics_and_Econometrics:
Statistics and Econometrics (118)
See Also:
Regular Links:
ALSCAL 
Fortran code by Forrest W. Young for multidimensional scaling.
http://forrest.psych.unc.edu/research/alscal.html
AR and ARFIMA models 
Tests for AR(1) Parameter in Regression Models with Autocorrelated Errors. Univariate and multivariate Bayesian ARFIMA. By Nalini Ravishanker and coworkers.
http://merlot.stat.uconn.edu/~nalini/programs.html
Autoregressive to Anything (ARTA) 
Code by Marne C. Cario and Barry L. Nelson to simulate stationary time series with arbitrary marginal distributions and feasible autocorrelation structure specified through lag p.
http://users.iems.northwestern.edu/~nelsonb/ARTA/
Bispectrum Test 
Code for bispectrum test of Melvin Hinich.
http://econwpa.wustl.edu/eprints/prog/papers/9603/9603001.abs
CANOCO 
Program for canonical community ordination by [partial] [detrended] [canonical] correspondence analysis, principal components analysis and redundancy analysis. [Commercial]
http://www.microcomputerpower.com/catalog/canoco.html
Classical Item Analysis 
Program by Seock-Ho Kim for classical item analysis for tests that consist of multiple-choice or true-false items. In addition to item statistics for each item response, the program provides summary statistics of the total score, coefficient alpha, and te
http://shkim.myweb.uga.edu/epm99.htm
Cloud Slice 
Fortran 77 and IDL codes for time series regression and detrending.
http://code916.gsfc.nasa.gov/Data_services/cloud_slice/regress.html
Clusfind 
Complete code of six stand-alone Fortran programs for cluster analysis, described and illustrated in L. Kaufman and P.J. Rousseeuw (1990), "Finding Groups in Data: an Introduction to Cluster Analysis", Wiley.
http://www.stats.ox.ac.uk/~ripley/PRbook/clusfind
Cluster Analysis 
Cluster generation, hierarchical clustering with influence detection, and K-Means clustering with influence detection, by Glenn Milligan.
http://www.pitt.edu/~csna/Milligan/readme.html
Clustering 
Fortran 90 codes.
http://www.sissa.it/dataclustering/bretton_woods.html
Computer Intensive Statistical Methods 
Fortran 77 programs from book by Urban Hjorth: cross validation of forward selection, forward validation, and bootstrapping.
http://www.math.chalmers.se/~hjorth/cism.html
Cubic Splines 
Univariate and multivariate spline regression, by Dolph Schluter.
http://www.zoology.ubc.ca/~schluter/splines.html
DATAPAC 
Fortran 77 statistical library by James Filliben.
http://www.itl.nist.gov/div898/software/datapac/homepage.htm
DECORANA and TWINSPAN 
Fortran 77 programs for correspondence analysis, by Jari Oksanen.
http://cc.oulu.fi/~jarioksa/softhelp/ceprog.html
DFREML 
Suite of programs to estimate (co)variance components or covariance functions, and the resulting genetic parameters, by Restricted Maximum Likelihood fitting an animal model, by K. Meyer.
http://agbu.une.edu.au/~kmeyer/dfreml.html
DIERCKX 
Fortran subroutines for calculating smoothing splines for various kinds of data and geometries, with automatic knot selection.
http://www.netlib.org/dierckx/index.html
Data Analysis 
Fortran 77 codes by Volker Blobel for sorting, linear algebra, random number generation, least squares fitting with constraints and with many variables, and unfolding of measured distributions.
http://www.desy.de/~blobel/
Demo Fortran90 Multilayer Perceptron Backprop Code 
By Phil Brierley. A genetic algorithm code is at http://www.philbrierley.com/main.html&code/gafortran.html&code/codeleft.html .
http://www.philbrierley.com/main.html?code/fortran.html&code/codeleft.html
EMMIX 
Fits a mixture model of multivariate normal or t-distributions to a user supplied data set via the EM algorithm. By Geoff McLachlan.
http://www.maths.uq.edu.au/~gjm/emmix/EMMIX.f
Econometrics 
Code for Bayesian analysis of long memory and persistence using ARFIMA models, benchmark priors for Bayesian model averaging, estimation of demand systems through consumption efficiency, model uncertainty in cross-country growth regressions, and Bayesian
http://www.kent.ac.uk/ims/personal/mfs/software.html
Fair-Parke Program 
Allows one to estimate and analyze dynamic, nonlinear, simultaneous equations models. The models can be rational expectations models, and they can have autoregressive errors of any order. The estimation techniques include OLS, 2SLS, 3SLS, FIML, LAD, 2SLAD
http://fairmodel.econ.yale.edu/fp/fp.htm
Fast Statistical Methods 
Fortran 90 and 77 codes by W.H. Press and G.B. Rybicki, for fast inversion matrices of an exponential form arising from autocorrelation functions of Ornstein-Uhlenbeck processes.
http://www.lanl.gov/DLDSTP/fast/
Flexible Least Squares (FLS) 
Developed by Robert E. Kalaba and Leigh Tesfatsion, implements the flexible least squares (FLS) approach to time-varying linear regression proposed by Kalaba and Tesfatsion in "Time-Varying Linear Regression Via Flexible Least Squares," Computer
http://www.econ.iastate.edu/tesfatsi/fls.htm
Fortran Library 
Fortran 90 program by Johnny Lin to calculate the time-dependent exponent (lambda) and logarithmic displacement curves of a time series.
http://www.johnny-lin.com/flib.html#math
Fractal Analysis Programs of the National Simulation Resource 
Programs available for (1) the generation of synthetic 1-dimensional signals that are simple fractional Brownian noise, and (2) analysis programs for determining the fractal dimension D (or the Hurst coefficient H, H = E + 1 - D, where E is the Euclidean
http://nsr.bioeng.washington.edu/Software/NSR_SW_fractal.html
GARCH Estimates: Analytic Derivatives 
By Gabriele Fiorentini, Giorgio Calzolari, and Lorenzo Panattoni, for a 1996 paper in the Journal of Applied Econometrics.
http://qed.econ.queensu.ca/jae/1996-v11.4/fiorentini-calzolari-panattoni/fcp-progs.zip
GCV 
Fortran 77 and RATFOR code to fit smoothing splines using generalized cross-validation.
http://www.netlib.org/gcv/index.html
Garland B. Durham 
Fortran 95 code to estimate of continuous-time diffusion processes, including stochastic volatility models.
http://leeds-faculty.colorado.edu/durhamg/
Geophysical Data Analysis 
Fortran 77 codes to estimate cross and power spectra by sine multitapers and to plot x-y data.
http://mahi.ucsd.edu/cathy/Classes/SIO223/SIO223.html
Geostatistical Software LIBrary (GSLIB) 
Codes in Fortran 90 and 77. Accompanies the book "GSLIB: Geostatistical Software Library and User's Guide" by Clayton Deutsch and André Journel.
http://www.gslib.com/
Group Sequential Tests 
Programs from book by Christopher Jennison.
http://people.bath.ac.uk/mascj/book/programs/general
I-NoLLS Least-Squares Fitting Program 
Fits the parameters of physical models to (experimental) data using an Interactive Non-Linear Least Squares procedure. The code, by Mark M. Law and Jeremy M. Hutson, is designed to be highly modular.
http://www.abdn.ac.uk/~che194/research/inolls/index.html
ISMLIB Software 
Institute of Statistical Mathematics Software & Data Library.
http://www.ism.ac.jp/ismlib/soft_e.html
ISOPAC 
CLUSPAC for cluster analysis, TSPAC for time-series segmentation, and IMPAC for segmenting digital images, by Stanley L. Sclove.
http://www.uic.edu/classes/idsc/ids594/ISOPAC/home.htm
James MacKinnon 
Fortran codes for cointegration tests and other time series topics.
http://qed.econ.queensu.ca/pub/faculty/mackinnon/
Logic Regression 
In Fortran 77, by Ingo Ruczinski and Charles Kooperberg. Also incorporated into packages for R and S-PLUS.
http://bear.fhcrc.org/~ingor/logic/html/program.html
Mersenne Twister 
Random number generators in F (Fortran 95 subset) by Jose Rui Faustino de Sousa.
http://homepage.esoterica.pt/~jrfsousa/fortran.html
Mersenne Twister in Fortran 
Random number generators in Fortran.
http://www.math.sci.hiroshima-u.ac.jp/~m-mat/MT/VERSIONS/FORTRAN/fortran.html
Model-Based Clustering Software (MCLUST/EMCLUST) 
Model-based clustering, discriminant analysis, and density estimation including hierarchical clustering and EM for parameterized Gaussian mixtures + Poisson noise. Written in Fortran and interfaced to the S-PLUS commercial software package and the R langu
http://www.stat.washington.edu/fraley/software.html/
Monahan statistics code 
Fortran 95 code for the book Numerical Methods of Statistics, by John Monahan
http://www4.stat.ncsu.edu/~monahan/aug00/toc.htm
Multivariate Analyses 
Fortran 90 codes for univariate and multivariate random number generation, computation of simple statistics, covariance matrices, principal components analysis, multiple regression, and jacknife cross-validation, by Dan Hennen.
http://www.esg.montana.edu/eguchi/multivariate/#Fortran
Multivariate Data Analysis 
Code for principal components, partitioning, clustering, discriminant analysis, multidimensional scaling, Kohonen self-organizing map, sorting, errors-in-variable regression, minimal spanning trees, and GMDH, by Fionn Murtagh.
http://astro.u-strasbg.fr/~fmurtagh/mda-sw/
Neural Network Freeware 
Fortran 90 code using the backpropagation algorithm to fit a neural network to pairs of input vectors and target vectors. Numerical Recipes code is used for singular value decomposition.
http://mensch.org/neural/
Nonlinear Time Series Analysis (TISEAN) 
Code in C and Fortran for the analysis of time series with methods based on the theory of nonlinear deterministic dynamical systems (chaos).
http://www.mpipks-dresden.mpg.de/~tisean/TISEAN_2.1/index.html
Nonparametric Estimation 
Calculates nonparametric estimates of percentiles, associated confidence intervals, and tolerance limits of the percentiles from a data set. It can also give the order statistics needed for any sample size to create the same estimates.
http://www1.fpl.fs.fed.us/nonpar.html
ODRPACK: Software for Orthogonal Distance Regression 
Solves the Orthogonal Distance Regresson (ODR) problem, that is, to find parameter estimates that minimize the sum of the squares of the weighted orthogonal distances between each observed data point and the curve described by a nonlinear equation.
http://www.boulder.nist.gov/mcsd/Staff/JRogers/odrpack.html
Option Pricing 
Program by Ruey Tsay to calculate the price of a European option using a simple jump diffusion model.
http://faculty.chicagogsb.edu/ruey.tsay/teaching/fts/kou.f
Peter Green 
Links to AutoRJ for reversible jump MCMC, Nmix for Bayesian analysis of univariate normal mixtures by MCMC, Cpt for Bayesian multiple change point analysis for point processes, and Dirichlet tessellation software.
http://www.stats.bris.ac.uk/~peter/
Phil Everson research 
TLNise: Two-Level Normal independent sampling estimation. Rcwish generates random draws from the Wishart and related distributions.
http://www.swarthmore.edu/NatSci/peverso1
Predictor Sort Confidence Interval Simulation 
Program by Steve Verrill that performs a simulation to test how well corrected confidence intervals based on blocked and unblocked ANOVAs perform in a predictor sort sampling ANOVA. It also estimates coverages for confidence intervals based on an analysis
http://www1.fpl.fs.fed.us/psconf.html
Progress 
Robust regression.
http://wis.kuleuven.be/stat/Programs/progress.f
Quality Control and Engineering Statistics code 
For a course, authored by Karen Jensen, F. F. Gan, Stephen Crowder, Thomas Lorenzen, Keith Crawford, Andy Chiang, and Brandon L. Paris.
http://www.public.iastate.edu/~vardeman/stat531/531software.html
Raw General Linear Model (GLM) 
Code to accompany paper "Rolling Your Own: Linear Model Hypothesis Testing and Power Calculations via the Singular Value Decomposition".
http://www1.fpl.fs.fed.us/glm.html
Recipe: REGression Confidence Intervals for PErcentiles 
Determines one-sided tolerance limits (in particular, A- and B-basis material property values) for regression models in the presence of between-batch variability. By Mark Vangel.
http://www.itl.nist.gov/div898/software/recipe/homepage.html
RedFit 
Fortran 90 code by Michael Schulz and Manfred Mudelsee to estimate red-noise spectra directly from unevenly spaced time series, without requiring interpolation.
http://www.ncdc.noaa.gov/paleo/softlib/redfit/redfit.html
Richard Chandler's software 
Fortran 77 code for random number generation (uniform, exponential, normal, binomial, poisson, geometric, gamma, beta, negative binomial and Weibull), and GLIMCLIM (Generalised Linear Modelling of daily climate sequences).
http://www.homepages.ucl.ac.uk/~ucakarc/work/index.html
Robust Statistics 
Code for regression and covariance matrix estimation, from the Antwerp Group On Robust & Applied Statistics.
http://www.agoras.ua.ac.be/Robustn.htm
Rule Learning 
Code estimates the population rule learning model on experimental data.
http://www.eco.utexas.edu/Homepages/Graduate/Haruvy/experimental/rlindx.htm
SNOB 
Mixture modelling by Minimum Message Length (MML).
ftp://ftp.cs.monash.edu.au/software/snob/Snob.README
SNP: A Program for Nonparametric Time Series Analysis 
Code by A. Ronald Gallant and George Tauchen for nonparametric time series analysis that employs a Hermite polynomial series expansion to approximate the conditional density of a multivariate process.
http://www.econ.duke.edu/~get/snp.html
SPECTRUM 
Analogue data is collected and digitized with an A/D converter. Having then a collection of digitized time series which reside in the computer, this program calculate amplitude density, autospectral (power) density and cross-spectral density functions fro
http://archives.math.utk.edu/software/msdos/numerical.analysis/spectr21/.html
STSPAC 
Fortran 77 code for statistics by Charlie Reeve, covering probability distributions, random number generation, least-squares calculations, and other topics.
http://www.itl.nist.gov/div898/software/reeves/homepage.htm
Smoothing Splines 
RKPACK and RKPACK-II are collections of RATFOR (rational FORTRAN) routines by Chong Gu for Gaussian regression using smoothing splines, penalized likelihood density and hazard estimation.
http://www.stat.purdue.edu/~chong/software.html
Smoothing splines 
Fortran 90 routines by Ian Enting for calculating smoothing splines and propagating data uncertainties to obtain uncertainty ranges for the spline fits.
http://www.ms.unimelb.edu.au/~enting/spline.html
Spatial Statistics 
Fortran 90 code by Kelley Pace.
http://www.spatial-statistics.com/software_index.htm
StatCodes 
Metasite with links to source codes in Fortran and C implementing statistical methods which are freely available on the Internet. The codes are chosen for their potential utility for research in astronomy and other physical sciences.
http://astrostatistics.psu.edu/statcodes/
StatLib Index 
See Applied Statistics (algorithms of the Royal Statistical Society) and General Archives for a considerable amount of Fortran code.
http://lib.stat.cmu.edu/
Statistical Analysis of Climate Time Series 
Codes by Manfred Mudelsee. PearsonT estimates Pearson’s correlation coefficient from serially dependent time series. Rampfit estimates ramp function regressions. TAUEST estimates persistence in unevenly spaced weather/climate time series. XTREND estimat
http://www.manfredmudelsee.com
Statistical Computing 
Fortran 90 and Matlab codes for course by Lynne Seymour.
http://www.stat.uga.edu/~seymour/8060/course.html
Statistical programs 
Code for "Invariant Small Sample Confidence Intervals For The Difference Of Two Success Probabilities" and "Bootstrap Prediction and Confidence Bands: a Superior Statistical Method for Analysis of Gait Data", by Thomas Santner.
http://www.stat.osu.edu/~tjs/
Statistics 
Code by Laurie Davies for modality of spectral densities, ANOVA, and nonparametric regression: runs, taut strings, and local extremes.
http://wwwstat.mathematik.uni-essen.de/~davies/
Stochastic Differential Equation Software 
Fortran 77 code for numerical solution of stochastic differential equations such as those which arise in Black-Scholes theory and its generalizations.
http://www.isalgorithms.ca/examples.html
Stochastic Differential Equations 
Fortran/Matlab program by Andrea Barreiro to integrate SDE's using Euler's method.
http://math.nyu.edu/phd_students/barreiro/projects.html
TULSIM 
Fortran 77 programs and Windows binaries by M. T. Boswell to generate random numbers and compute the cumulative and inverse cumulative distribution functions for several statistical distributions.
http://ftp.aset.psu.edu/pub/ger/fortran/tulsim.zip
Tight T 
Program to determine appropriate sample sizes, allocate specimens, and analyze results in the case in which a response predictor is used to sort the specimens prior to treatment.
http://www1.fpl.fs.fed.us/papers.html#Tight_T
WWZ and TS 
TS is a time series statistical program for analyzing variable star data. WWZ is a time series analysis program used to study the time-evolution of variable star data, capable of measuring changes in period, amplitude, and mean magnitude.
http://www.aavso.org/data/software/wwztsfort.shtml
cSVM 
Fortran 95 program for the training and model selection of a Support Vector Machine for binary classification tasks.
http://www.smartlab.dibe.unige.it//smartlab/software/software.shtml
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Last Updated: 2007-10-15 11:40:56
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