Index

_

__call__() (sage.stats.distributions.discrete_gaussian_integer.DiscreteGaussianDistributionIntegerSampler method) (sage.stats.distributions.discrete_gaussian_lattice.DiscreteGaussianDistributionLatticeSampler method) (sage.stats.distributions.discrete_gaussian_polynomial.DiscreteGaussianDistributionPolynomialSampler method)

__init__() (sage.stats.distributions.discrete_gaussian_integer.DiscreteGaussianDistributionIntegerSampler method) (sage.stats.distributions.discrete_gaussian_lattice.DiscreteGaussianDistributionLatticeSampler method) (sage.stats.distributions.discrete_gaussian_polynomial.DiscreteGaussianDistributionPolynomialSampler method)

A

abs() (sage.stats.time_series.TimeSeries method) add_entries() (sage.stats.time_series.TimeSeries method) add_offline_samples() (sage.stats.distributions.discrete_gaussian_lattice.DiscreteGaussianDistributionLatticeSampler method) add_scalar() (sage.stats.time_series.TimeSeries method) algorithm (sage.stats.distributions.discrete_gaussian_integer.DiscreteGaussianDistributionIntegerSampler attribute)

autocorrelation() (sage.stats.time_series.TimeSeries method) autocovariance() (sage.stats.time_series.TimeSeries method) autoregressive_fit() (in module sage.stats.time_series) (sage.stats.time_series.TimeSeries method) autoregressive_forecast() (sage.stats.time_series.TimeSeries method)

B

baum_welch() (sage.stats.hmm.chmm.GaussianHiddenMarkovModel method) (sage.stats.hmm.chmm.GaussianMixtureHiddenMarkovModel method) (sage.stats.hmm.hmm.DiscreteHiddenMarkovModel method)

C

c (sage.stats.distributions.discrete_gaussian_integer.DiscreteGaussianDistributionIntegerSampler attribute) c() (sage.stats.distributions.discrete_gaussian_lattice.DiscreteGaussianDistributionLatticeSampler method) central_moment() (sage.stats.time_series.TimeSeries method)

clip_remove() (sage.stats.time_series.TimeSeries method) compute_precision() (sage.stats.distributions.discrete_gaussian_lattice.DiscreteGaussianDistributionLatticeSampler static method) correlation() (sage.stats.time_series.TimeSeries method) covariance() (sage.stats.time_series.TimeSeries method)

D

diffs() (sage.stats.time_series.TimeSeries method) DiscreteDistribution (class in sage.stats.hmm.distributions) DiscreteGaussianDistributionIntegerSampler (class in sage.stats.distributions.discrete_gaussian_integer)

DiscreteGaussianDistributionLatticeSampler (class in sage.stats.distributions.discrete_gaussian_lattice) DiscreteGaussianDistributionPolynomialSampler (class in sage.stats.distributions.discrete_gaussian_polynomial) DiscreteHiddenMarkovModel (class in sage.stats.hmm.hmm) Distribution (class in sage.stats.hmm.distributions)

E

emission_matrix() (sage.stats.hmm.hmm.DiscreteHiddenMarkovModel method) emission_parameters() (sage.stats.hmm.chmm.GaussianHiddenMarkovModel method) (sage.stats.hmm.chmm.GaussianMixtureHiddenMarkovModel method)

exp() (sage.stats.time_series.TimeSeries method) exponential_moving_average() (sage.stats.time_series.TimeSeries method) extend() (sage.stats.time_series.TimeSeries method)

F

f() (sage.stats.distributions.discrete_gaussian_lattice.DiscreteGaussianDistributionLatticeSampler method)

fft() (sage.stats.time_series.TimeSeries method) fix() (sage.stats.hmm.distributions.GaussianMixtureDistribution method)

G

GaussianDistribution (class in sage.stats.hmm.distributions) GaussianHiddenMarkovModel (class in sage.stats.hmm.chmm) GaussianMixtureDistribution (class in sage.stats.hmm.distributions)

GaussianMixtureHiddenMarkovModel (class in sage.stats.hmm.chmm) generate_sequence() (sage.stats.hmm.chmm.GaussianHiddenMarkovModel method) (sage.stats.hmm.hmm.DiscreteHiddenMarkovModel method) graph() (sage.stats.hmm.hmm.HiddenMarkovModel method)

H

HiddenMarkovModel (class in sage.stats.hmm.hmm) histogram() (sage.stats.time_series.TimeSeries method)

HMM_Util (class in sage.stats.hmm.util) hurst_exponent() (sage.stats.time_series.TimeSeries method)

I

ifft() (sage.stats.time_series.TimeSeries method) initial_probabilities() (sage.stats.hmm.hmm.HiddenMarkovModel method)

initial_probs_to_TimeSeries() (sage.stats.hmm.util.HMM_Util method) IntList (class in sage.stats.intlist) is_fixed() (sage.stats.hmm.distributions.GaussianMixtureDistribution method)

L

list() (sage.stats.intlist.IntList method) (sage.stats.time_series.TimeSeries method)

log() (sage.stats.time_series.TimeSeries method) log_likelihood() (sage.stats.hmm.chmm.GaussianHiddenMarkovModel method) (sage.stats.hmm.hmm.DiscreteHiddenMarkovModel method)

M

max() (sage.stats.intlist.IntList method) (sage.stats.time_series.TimeSeries method) mean() (in module sage.stats.basic_stats) (sage.stats.time_series.TimeSeries method) median() (in module sage.stats.basic_stats) min() (sage.stats.intlist.IntList method) (sage.stats.time_series.TimeSeries method) mode() (in module sage.stats.basic_stats) module sage.stats.basic_stats sage.stats.distributions.discrete_gaussian_integer sage.stats.distributions.discrete_gaussian_lattice sage.stats.distributions.discrete_gaussian_polynomial sage.stats.hmm.chmm sage.stats.hmm.distributions sage.stats.hmm.hmm sage.stats.hmm.util sage.stats.intlist sage.stats.r sage.stats.time_series

moment() (sage.stats.time_series.TimeSeries method) moving_average() (in module sage.stats.basic_stats)

N

normalize_probability_TimeSeries() (sage.stats.hmm.util.HMM_Util method)

numpy() (sage.stats.time_series.TimeSeries method)

P

plot() (sage.stats.hmm.distributions.Distribution method) (sage.stats.intlist.IntList method) (sage.stats.time_series.TimeSeries method) plot_candlestick() (sage.stats.time_series.TimeSeries method) plot_histogram() (sage.stats.intlist.IntList method) (sage.stats.time_series.TimeSeries method)

pow() (sage.stats.time_series.TimeSeries method) prob() (sage.stats.hmm.distributions.Distribution method) (sage.stats.hmm.distributions.GaussianMixtureDistribution method) prob_m() (sage.stats.hmm.distributions.GaussianMixtureDistribution method) prod() (sage.stats.intlist.IntList method) (sage.stats.time_series.TimeSeries method)

R

randomize() (sage.stats.time_series.TimeSeries method) range_statistic() (sage.stats.time_series.TimeSeries method)

rescale() (sage.stats.time_series.TimeSeries method) reversed() (sage.stats.time_series.TimeSeries method)

S

sage.stats.basic_stats module sage.stats.distributions.discrete_gaussian_integer module sage.stats.distributions.discrete_gaussian_lattice module sage.stats.distributions.discrete_gaussian_polynomial module sage.stats.hmm.chmm module sage.stats.hmm.distributions module sage.stats.hmm.hmm module sage.stats.hmm.util module sage.stats.intlist module sage.stats.r module

sage.stats.time_series module sample() (sage.stats.hmm.distributions.Distribution method) (sage.stats.hmm.distributions.GaussianMixtureDistribution method) (sage.stats.hmm.hmm.HiddenMarkovModel method) scale() (sage.stats.time_series.TimeSeries method) scale_time() (sage.stats.time_series.TimeSeries method) set_c() (sage.stats.distributions.discrete_gaussian_lattice.DiscreteGaussianDistributionLatticeSampler method) show() (sage.stats.time_series.TimeSeries method) sigma (sage.stats.distributions.discrete_gaussian_integer.DiscreteGaussianDistributionIntegerSampler attribute) sigma() (sage.stats.distributions.discrete_gaussian_lattice.DiscreteGaussianDistributionLatticeSampler method) simple_moving_average() (sage.stats.time_series.TimeSeries method) standard_deviation() (sage.stats.time_series.TimeSeries method) state_matrix_to_TimeSeries() (sage.stats.hmm.util.HMM_Util method) std() (in module sage.stats.basic_stats) sum() (sage.stats.intlist.IntList method) (sage.stats.time_series.TimeSeries method) sums() (sage.stats.time_series.TimeSeries method)

T

table_cutoff (sage.stats.distributions.discrete_gaussian_integer.DiscreteGaussianDistributionIntegerSampler attribute) tau (sage.stats.distributions.discrete_gaussian_integer.DiscreteGaussianDistributionIntegerSampler attribute) time_series() (sage.stats.intlist.IntList method)

TimeSeries (class in sage.stats.time_series) transition_matrix() (sage.stats.hmm.hmm.HiddenMarkovModel method) ttest() (in module sage.stats.r)

U

unfix() (sage.stats.hmm.distributions.GaussianMixtureDistribution method) unpickle_discrete_hmm_v0() (in module sage.stats.hmm.hmm) unpickle_discrete_hmm_v1() (in module sage.stats.hmm.hmm) unpickle_gaussian_hmm_v0() (in module sage.stats.hmm.chmm)

unpickle_gaussian_hmm_v1() (in module sage.stats.hmm.chmm) unpickle_gaussian_mixture_distribution_v1() (in module sage.stats.hmm.distributions) unpickle_gaussian_mixture_hmm_v1() (in module sage.stats.hmm.chmm) unpickle_intlist_v1() (in module sage.stats.intlist) unpickle_time_series_v1() (in module sage.stats.time_series)

V

variance() (in module sage.stats.basic_stats) (sage.stats.time_series.TimeSeries method)

vector() (sage.stats.time_series.TimeSeries method) viterbi() (sage.stats.hmm.chmm.GaussianHiddenMarkovModel method) (sage.stats.hmm.hmm.DiscreteHiddenMarkovModel method)