NAG Library Chapter Contents

G01 (stat)
Simple Calculations on Statistical Data


G01 (stat) Chapter Introduction – a description of the Chapter and an overview of the algorithms available

Routine
Name
Mark of
Introduction

Purpose
g01abf
Example Text
Example Data
4 nagf_stat_summary_2var
Means, corrected sums of squares and cross-products, etc., two variables, from raw data
g01adf
Example Text
Example Data
4 nagf_stat_summary_freq
Mean, variance, skewness, kurtosis, etc., one variable, from frequency table
g01aef
Example Text
Example Data
4 nagf_stat_frequency_table
Frequency table from raw data
g01aff
Example Text
Example Data
4 nagf_stat_contingency_table
Two-way contingency table analysis, with χ2/Fisher's exact test
g01agf
Example Text
Example Data
8 nagf_stat_withdraw_plot_scatter_2var
Lineprinter scatterplot of two variables
Note: this routine is scheduled for withdrawal at Mark 27, see Advice on Replacement Calls for Withdrawn/Superseded Routines for further information.
g01ahf
Example Text
Example Data
8 nagf_stat_withdraw_plot_scatter_normal
Lineprinter scatterplot of one variable against Normal scores
Note: this routine is scheduled for withdrawal at Mark 27, see Advice on Replacement Calls for Withdrawn/Superseded Routines for further information.
g01ajf
Example Text
Example Data
10 nagf_stat_withdraw_plot_histogram
Lineprinter histogram of one variable
Note: this routine is scheduled for withdrawal at Mark 27, see Advice on Replacement Calls for Withdrawn/Superseded Routines for further information.
g01alf
Example Text
Example Data
14 nagf_stat_5pt_summary
Computes a five-point summary (median, hinges and extremes)
g01amf
Example Text
Example Data
22 nagf_stat_quantiles
Find quantiles of an unordered vector, real numbers
g01anf
Example Text
Example Data
23 nagf_stat_quantiles_stream_fixed
Calculates approximate quantiles from a data stream of known size
g01apf
Example Text
Example Data
23 nagf_stat_quantiles_stream_arbitrary
Calculates approximate quantiles from a data stream of unknown size
g01arf
Example Text
Example Data
14 nagf_stat_plot_stem_leaf
Constructs a stem and leaf plot
g01asf
Example Text
Example Data
14 nagf_stat_plot_box_whisker
Constructs a box and whisker plot
g01atf
Example Text
Example Data
24 nagf_stat_summary_onevar
Computes univariate summary information: mean, variance, skewness, kurtosis
g01auf
Example Text
Example Data
24 nagf_stat_summary_onevar_combine
Combines multiple sets of summary information, for use after g01atf
g01bjf
Example Text
Example Data
13 nagf_stat_prob_binomial
Binomial distribution function
g01bkf
Example Text
Example Data
13 nagf_stat_prob_poisson
Poisson distribution function
g01blf
Example Text
Example Data
13 nagf_stat_prob_hypergeom
Hypergeometric distribution function
g01daf
Example Text
Example Plot
8 nagf_stat_normal_scores_exact
Normal scores, accurate values
g01dbf
Example Text
Example Plot
12 nagf_stat_normal_scores_approx
Normal scores, approximate values
g01dcf
Example Text
12 nagf_stat_normal_scores_var
Normal scores, approximate variance-covariance matrix
g01ddf
Example Text
Example Data
12 nagf_stat_test_shapiro_wilk
Shapiro and Wilk's W test for Normality
g01dhf
Example Text
Example Data
15 nagf_stat_ranks_and_scores
Ranks, Normal scores, approximate Normal scores or exponential (Savage) scores
g01eaf
Example Text
Example Data
15 nagf_stat_prob_normal
Computes probabilities for the standard Normal distribution
g01ebf
Example Text
Example Data
14 nagf_stat_prob_students_t
Computes probabilities for Student's t-distribution
g01ecf
Example Text
Example Data
14 nagf_stat_prob_chisq
Computes probabilities for χ2 distribution
g01edf
Example Text
Example Data
14 nagf_stat_prob_f
Computes probabilities for F-distribution
g01eef
Example Text
Example Data
14 nagf_stat_prob_beta
Computes upper and lower tail probabilities and probability density function for the beta distribution
g01eff
Example Text
Example Data
14 nagf_stat_prob_gamma
Computes probabilities for the gamma distribution
g01emf
Example Text
Example Data
15 nagf_stat_prob_studentized_range
Computes probability for the Studentized range statistic
g01epf
Example Text
Example Data
15 nagf_stat_prob_durbin_watson
Computes bounds for the significance of a Durbin–Watson statistic
g01erf
Example Text
Example Data
16 nagf_stat_prob_vonmises
Computes probability for von Mises distribution
g01etf
Example Text
Example Data
21 nagf_stat_prob_landau
Landau distribution function
g01euf
Example Text
Example Data
21 nagf_stat_prob_vavilov
Vavilov distribution function
g01ewf 25 nagf_stat_prob_dickey_fuller_unit
Computes probabilities for the Dickey–Fuller unit root test
g01eyf
Example Text
Example Data
14 nagf_stat_prob_kolmogorov1
Computes probabilities for the one-sample Kolmogorov–Smirnov distribution
g01ezf
Example Text
Example Data
14 nagf_stat_prob_kolmogorov2
Computes probabilities for the two-sample Kolmogorov–Smirnov distribution
g01faf
Example Text
Example Data
15 nagf_stat_inv_cdf_normal
Computes deviates for the standard Normal distribution
g01fbf
Example Text
Example Data
14 nagf_stat_inv_cdf_students_t
Computes deviates for Student's t-distribution
g01fcf
Example Text
Example Data
14 nagf_stat_inv_cdf_chisq
Computes deviates for the χ2 distribution
g01fdf
Example Text
Example Data
14 nagf_stat_inv_cdf_f
Computes deviates for the F-distribution
g01fef
Example Text
Example Data
14 nagf_stat_inv_cdf_beta
Computes deviates for the beta distribution
g01fff
Example Text
Example Data
14 nagf_stat_inv_cdf_gamma
Computes deviates for the gamma distribution
g01fmf
Example Text
Example Data
15 nagf_stat_inv_cdf_studentized_range
Computes deviates for the Studentized range statistic
g01ftf
Example Text
Example Data
21 nagf_stat_inv_cdf_landau
Landau inverse function Ψx
g01gbf
Example Text
Example Data
14 nagf_stat_prob_students_t_noncentral
Computes probabilities for the non-central Student's t-distribution
g01gcf
Example Text
Example Data
14 nagf_stat_prob_chisq_noncentral
Computes probabilities for the non-central χ2 distribution
g01gdf
Example Text
Example Data
14 nagf_stat_prob_f_noncentral
Computes probabilities for the non-central F-distribution
g01gef
Example Text
Example Data
14 nagf_stat_prob_beta_noncentral
Computes probabilities for the non-central beta distribution
g01haf
Example Text
Example Data
14 nagf_stat_prob_bivariate_normal
Computes probability for the bivariate Normal distribution
g01hbf
Example Text
Example Data
15 nagf_stat_prob_multi_normal
Computes probabilities for the multivariate Normal distribution
g01hcf
Example Text
Example Data
23 nagf_stat_prob_bivariate_students_t
Computes probabilities for the bivariate Student's t-distribution
g01hdf
Example Text
Example Data
24 nagf_stat_prob_multi_students_t
Computes the probability for the multivariate Student's t-distribution
g01jcf
Example Text
Example Data
14 nagf_stat_prob_chisq_noncentral_lincomb
Computes probability for a positive linear combination of χ2 variables
g01jdf
Example Text
Example Data
15 nagf_stat_prob_chisq_lincomb
Computes lower tail probability for a linear combination of (central) χ2 variables
g01kaf
Example Text
Example Data
Example Plot
23 nagf_stat_pdf_normal
Calculates the value for the probability density function of the Normal distribution at a chosen point
g01kff
Example Text
Example Data
Example Plot
23 nagf_stat_pdf_gamma
Calculates the value for the probability density function of the gamma distribution at a chosen point
g01kkf
Example Text
Example Data
Example Plot
24 nagf_stat_pdf_gamma_vector
Computes a vector of values for the probability density function of the gamma distribution
g01kqf
Example Text
Example Data
Example Plot
24 nagf_stat_pdf_normal_vector
Computes a vector of values for the probability density function of the Normal distribution
g01lbf
Example Text
Example Data
24 nagf_stat_pdf_multi_normal_vector
Computes a vector of values for the probability density function of the multivariate Normal distribution
g01mbf
Example Text
Example Data
15 nagf_stat_mills_ratio
Computes reciprocal of Mills' Ratio
g01mtf
Example Text
Example Data
21 nagf_stat_pdf_landau
Landau density function ϕ λ
g01muf
Example Text
Example Data
21 nagf_stat_pdf_vavilov
Vavilov density function ϕV λ;κ,β2
g01naf
Example Text
Example Data
16 nagf_stat_moments_quad_form
Cumulants and moments of quadratic forms in Normal variables
g01nbf
Example Text
Example Data
16 nagf_stat_moments_ratio_quad_forms
Moments of ratios of quadratic forms in Normal variables, and related statistics
g01ptf
Example Text
Example Data
21 nagf_stat_pdf_landau_moment1
Landau first moment function Φ1x 
g01qtf
Example Text
Example Data
21 nagf_stat_pdf_landau_moment2
Landau second moment function Φ2x 
g01rtf
Example Text
Example Data
21 nagf_stat_pdf_landau_deriv
Landau derivative function ϕλ
g01saf
Example Text
Example Data
24 nagf_stat_prob_normal_vector
Computes a vector of probabilities for the standard Normal distribution
g01sbf
Example Text
Example Data
24 nagf_stat_prob_students_t_vector
Computes a vector of probabilities for the Student's t-distribution
g01scf
Example Text
Example Data
24 nagf_stat_prob_chisq_vector
Computes a vector of probabilities for χ2 distribution
g01sdf
Example Text
Example Data
24 nagf_stat_prob_f_vector
Computes a vector of probabilities for F-distribution
g01sef
Example Text
Example Data
24 nagf_stat_prob_beta_vector
Computes a vector of probabilities for the beta distribution
g01sff
Example Text
Example Data
24 nagf_stat_prob_gamma_vector
Computes a vector of probabilities for the gamma distribution
g01sjf
Example Text
Example Data
24 nagf_stat_prob_binomial_vector
Computes a vector of probabilities for the binomial distribution
g01skf
Example Text
Example Data
24 nagf_stat_prob_poisson_vector
Computes a vector of probabilities for the Poisson distribution
g01slf
Example Text
Example Data
24 nagf_stat_prob_hypergeom_vector
Computes a vector of probabilities for the hypergeometric distribution
g01taf
Example Text
Example Data
24 nagf_stat_inv_cdf_normal_vector
Computes a vector of deviates for the standard Normal distribution
g01tbf
Example Text
Example Data
24 nagf_stat_inv_cdf_students_t_vector
Computes a vector of deviates for Student's t-distribution
g01tcf
Example Text
Example Data
24 nagf_stat_inv_cdf_chisq_vector
Computes a vector of deviates for χ2 distribution
g01tdf
Example Text
Example Data
24 nagf_stat_inv_cdf_f_vector
Computes a vector of deviates for F-distribution
g01tef
Example Text
Example Data
24 nagf_stat_inv_cdf_beta_vector
Computes a vector of deviates for the beta distribution
g01tff
Example Text
Example Data
24 nagf_stat_inv_cdf_gamma_vector
Computes a vector of deviates for the gamma distribution
g01waf
Example Text
Example Data
Example Plot
24 nagf_stat_moving_average
Computes the mean and standard deviation using a rolling window
g01zuf 21 nagf_stat_init_vavilov
Initialization routine for g01muf and g01euf
© The Numerical Algorithms Group Ltd, Oxford, UK. 2017