IMSLŪ C Numerical Stat Library
Introduction
IMSL C Stat Library
Getting Started
Thread Safe Usage
Matrix Storage Modes
Memory Allocation for Output Arrays
Finding the Right Function
Organization of the Documentation
Naming Conventions
Error Handling, Underflow, and Overflow
Printing Results
Missing Values
Passing Data to User-Supplied Functions
Chapter 1: Basic Statistics
Routines
Usage Notes
simple_statistics
normal_one_sample
normal_two_sample
table_oneway
table_twoway
sort_data
ranks
Chapter 2: Regression
regressors_for_glm
regression
regression_summary
regression_prediction
hypothesis_partial
hypothesis_scph
hypothesis_test
regression_selection
regression_stepwise
poly_regression
poly_prediction
nonlinear_regression
nonlinear_optimization
Lnorm_regression
Chapter 3: Correlation and Covariance
covariances
partial_covariances
pooled_covariances
robust_covariances
Chapter 4: Analysis of Variance and Designed Experiments
anova_oneway
anova_factorial
anova_nested
anova_balanced
crd_factorial
rcbd_factorial
latin_square
lattice
split_plot
split_split_plot
strip_plot
strip_split_plot
homogeneity
multiple_comparisons
yates
Chapter 5: Categorical and Discrete Data Analysis
contingency_table
exact_enumeration
exact_network
categorical_glm
Chapter 6: Nonparametric Statistics
sign_test
wilcoxon_sign_rank
noether_cyclical_trend
cox_stuart_trends_test
tie_statistics
wilcoxon_rank_sum
kruskal_wallis_test
friedmans_test
cochran_q_test
k_trends_test
Chapter 7: Tests of Goodness of Fit
chi_squared_test
normality_test
kolmogorov_one
kolmogorov_two
multivar_normality_test
randomness_test
Chapter 8: Time Series and Forecasting
arma
max_arma
arma_forecast
auto_uni_ar
ts_outlier_identification
ts_outlier_forecast
auto_arima
difference
seasonal_fit
box_cox_transform
autocorrelation
crosscorrelation
multi_crosscorrelation
partial_autocorrelation
lack_of_fit
estimate_missing
garch
kalman
Chapter 9: Multivariate Analysis
dissimilarities
cluster_hierarchical
cluster_number
cluster_k_means
principal_components
factor_analysis
discriminant_analysis
Chapter 10: Survival and Reliability Analysis
kaplan_meier_estimates
prop_hazards_gen_lin
survival_glm
survival_estimates
nonparam_hazard_rate
life_tables
Chapter 11: Probability Distribution Functions and Inverses
binomial_cdf
binomial_pdf
hypergeometric_cdf
hypergeometric_pdf
poisson_cdf
poisson_pdf
beta_cdf
beta_inverse_cdf
bivariate_normal_cdf
chi_squared_cdf
chi_squared_inverse_cdf
non_central_chi_sq
non_central_chi_sq_inv
F_cdf
F_inverse_cdf
gamma_cdf
gamma_inverse_cdf
normal_cdf
normal_inverse_cdf
t_cdf
t_inverse_cdf
non_central_t_cdf
non_central_t_inv_cdf
Chapter 12: Random Number Generation
random_binomial
random_geometric
random_hypergeometric
random_logarithmic
random_neg_binomial
random_poisson
random_uniform_discrete
random_general_discrete
discrete_table_setup
random_beta
random_cauchy
random_chi_squared
random_exponential
random_exponential_mix
random_gamma
random_lognormal
random_normal
random_stable
random_student_t
random_triangular
random_uniform
random_von_mises
random_weibull
random_general_continuous
continuous_table_setup
random_normal_multivariate
random_orthogonal_matrix
random_mvar_from_data
random_multinomial
random_sphere
random_table_twoway
random_order_normal
random_order_uniform
random_arma
random_npp
random_permutation
random_sample_indices
random_sample
random_option
random_option_get
random_seed_get
random_substream_seed_get
random_seed_set
random_table_set
random_table_get
random_GFSR_table_set
random_GFSR_table_get
random_MT32_init
random_MT32_table_get
random_MT32_table_set
random_MT64_init
random_MT64_table_get
random_MT64_table_set
faure_next_point
Chapter 13: Neural Networks
Multilayer Feedforward Neural Networks
mlff_network
mlff_network_trainer
mlff_network_forecast
scale_filter
time_series_filter
time_series_class_filter
unsupervised_nominal_filter
unsupervised_ordinal_filter
Chapter 14: Printing Functions
write_matrix
page
write_options
Chapter 15: Utilities
output_file
version
error_options
error_code
machine (integer)
machine (float)
data_sets
mat_mul_rect
permute_vector
permute_matrix
binomial_coefficient
beta
beta_incomplete
log_beta
gamma
gamma_incomplete
log_gamma
ctime
Reference Material
User Errors
Product Support
Contacting Visual Numerics Support
Appendix A: References
Appendix B: Alphabetical Summary of Routines