Adaptive Logistic Basis Function Regression (ALB)
Fortran 77 code by Peter M. Hooper.
ALSCAL
Fortran code by Forrest W. Young for multidimensional scaling.
Andrew Jeffrey's Fortran 90 routines
Routines for i) the calculation of some linear algebra ii) non-linear minimization, iii) numerical integration and differentiation, iv) random number generation from a Normal distribution with mean zero and variance one, and v) the implementation of the Generalized Method of Moments statistical estimation procedure.
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.
ARMA and Kalman Filter model estimation
By J. Newton
Autoregressive model estimation
Originally by H. Akaike, modified by T. Morikawa, M. Sigemori, and T. Wada.
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.
Bayesian Analysis, Computation and Communication (BACC)
By John Geweke.
BIO 248 Programs
Fortran and S codes for neural networks and optimization.
Bispectrum Test
Code for bispectrum test of Melvin Hinich.
CANOCO
Program for canonical community ordination by [partial] [detrended] [canonical] correspondence analysis, principal components analysis and redundancy analysis. [Commercial]
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 test scoring results. The cross classification of quintile group by item response can be obtained optionally. The program can be obtained from the author.
Cloud Slice
Fortran 77 and IDL codes for time series regression and detrending.
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.
Cluster Analysis
Cluster generation, hierarchical clustering with influence detection, and K-Means clustering with influence detection, by Glenn Milligan.
Clustering
Fortran 90 codes.
Computer Assisted Analysis of Mixtures (C.A.MAN)
Program designed to analyse mixtures of densities from the exponential family.
Computer Intensive Statistical Methods
Fortran 77 programs from book by Urban Hjorth: cross validation of forward selection, forward validation, and bootstrapping.
COVAR
Computer Program for Multifactor Relative Risks and Tests of Hypotheses Using a Variance-Covariance Matrix from Linear and Log-Linear Regression, by Leif E. Peterson, Journal of Statistical Software v2 (1997).
cSVM
Fortran 95 program for the training and model selection of a Support Vector Machine for binary classification tasks.
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