Index

_

__init__() (scikits.statsmodels.discretemod.DiscreteModel method) (scikits.statsmodels.discretemod.DiscreteResults method) (scikits.statsmodels.discretemod.Logit method) (scikits.statsmodels.discretemod.MNLogit method) (scikits.statsmodels.discretemod.Poisson method) (scikits.statsmodels.discretemod.Probit method) (scikits.statsmodels.glm.GLM method) (scikits.statsmodels.glm.GLMResults method) (scikits.statsmodels.model.LikelihoodModel method) (scikits.statsmodels.model.LikelihoodModelResults method) (scikits.statsmodels.model.Model method) (scikits.statsmodels.model.Results method) (scikits.statsmodels.regression.GLS method) (scikits.statsmodels.regression.GLSAR method) (scikits.statsmodels.regression.OLS method) (scikits.statsmodels.regression.RegressionResults method) (scikits.statsmodels.regression.WLS method) (scikits.statsmodels.rlm.RLM method) (scikits.statsmodels.rlm.RLMResults method) (scikits.statsmodels.robust.norms.AndrewWave method) (scikits.statsmodels.robust.norms.Hampel method) (scikits.statsmodels.robust.norms.HuberT method) (scikits.statsmodels.robust.norms.RamsayE method) (scikits.statsmodels.robust.norms.TrimmedMean method) (scikits.statsmodels.robust.norms.TukeyBiweight method) (scikits.statsmodels.robust.scale.Huber method) (scikits.statsmodels.robust.scale.HuberScale method) (scikits.statsmodels.sandbox.sysreg.SUR method) (scikits.statsmodels.sandbox.sysreg.Sem2SLS method) (scikits.statsmodels.sandbox.tsa.ARIMA method)

A

acf() (scikits.statsmodels.sandbox.tsa static method) acovf() (scikits.statsmodels.sandbox.tsa static method) add_constant() (scikits.statsmodels.tools static method) aic() (scikits.statsmodels.discretemod.DiscreteResults static method) (scikits.statsmodels.glm.GLMResults static method) (scikits.statsmodels.regression.RegressionResults static method) AndrewWave (class in scikits.statsmodels.robust.norms) anova_ols() (scikits.statsmodels.sandbox.regression static method)

anova_oneway() (scikits.statsmodels.sandbox.regression static method) ARIMA (class in scikits.statsmodels.sandbox.tsa) arma_acf() (scikits.statsmodels.sandbox.tsa static method) arma_acovf() (scikits.statsmodels.sandbox.tsa static method) arma_generate_sample() (scikits.statsmodels.sandbox.tsa static method) arma_impulse_response() (scikits.statsmodels.sandbox.tsa static method)

B

bcov_scaled() (scikits.statsmodels.rlm.RLMResults static method) bcov_unscaled() (scikits.statsmodels.rlm.RLMResults static method)

bic() (scikits.statsmodels.discretemod.DiscreteResults static method) (scikits.statsmodels.glm.GLMResults static method) (scikits.statsmodels.regression.RegressionResults static method) bse() (scikits.statsmodels.discretemod.DiscreteResults static method) (scikits.statsmodels.regression.RegressionResults static method) (scikits.statsmodels.rlm.RLMResults static method)

C

cat2dummy() (scikits.statsmodels.sandbox.regression.try_catdata static method) categorical() (scikits.statsmodels.tools static method) ccf() (scikits.statsmodels.sandbox.tsa static method) ccovf() (scikits.statsmodels.sandbox.tsa static method) cdf() (scikits.statsmodels.discretemod.DiscreteModel method) (scikits.statsmodels.discretemod.Logit method) (scikits.statsmodels.discretemod.MNLogit method) (scikits.statsmodels.discretemod.Poisson method) (scikits.statsmodels.discretemod.Probit method) centered_tss() (scikits.statsmodels.regression.RegressionResults static method)

chisq() (scikits.statsmodels.rlm.RLMResults static method) clean0() (scikits.statsmodels.tools static method) conditionnum() (scikits.statsmodels.stattools static method) conf_int() (scikits.statsmodels.discretemod.DiscreteResults method) (scikits.statsmodels.glm.GLMResults method) (scikits.statsmodels.model.LikelihoodModelResults method) (scikits.statsmodels.regression.RegressionResults method) (scikits.statsmodels.rlm.RLMResults method) convertlabels() (scikits.statsmodels.sandbox.regression.try_catdata static method) cov_params() (scikits.statsmodels.discretemod.DiscreteResults method) (scikits.statsmodels.glm.GLMResults method) (scikits.statsmodels.model.LikelihoodModelResults method) (scikits.statsmodels.regression.RegressionResults method) (scikits.statsmodels.rlm.RLMResults method)

D

data2dummy() (scikits.statsmodels.sandbox.regression.try_ols_anova static method) data2groupcont() (scikits.statsmodels.sandbox.regression.try_ols_anova static method) data2proddummy() (scikits.statsmodels.sandbox.regression.try_ols_anova static method) descstats() (scikits.statsmodels.sandbox.descstats static method) deviance() (scikits.statsmodels.glm.GLMResults static method) (scikits.statsmodels.rlm.RLM method) df_model() (scikits.statsmodels.regression.RegressionResults static method)

df_resid() (scikits.statsmodels.regression.RegressionResults static method) DiscreteModel (class in scikits.statsmodels.discretemod) DiscreteResults (class in scikits.statsmodels.discretemod) dropname() (scikits.statsmodels.sandbox.regression.try_ols_anova static method) durbin_watson() (scikits.statsmodels.stattools static method)

E

ECDF() (scikits.statsmodels.tools static method) errfn() (scikits.statsmodels.sandbox.tsa.ARIMA method) ess() (scikits.statsmodels.regression.RegressionResults static method)

estimate_location() (scikits.statsmodels.robust.norms static method) estimate_scale() (scikits.statsmodels.glm.GLM method)

F

f_pvalue() (scikits.statsmodels.regression.RegressionResults static method) f_test() (scikits.statsmodels.discretemod.DiscreteResults method) (scikits.statsmodels.glm.GLMResults method) (scikits.statsmodels.model.LikelihoodModelResults method) (scikits.statsmodels.regression.RegressionResults method) (scikits.statsmodels.rlm.RLMResults method) fit() (scikits.statsmodels.discretemod.DiscreteModel method) (scikits.statsmodels.discretemod.Logit method) (scikits.statsmodels.discretemod.MNLogit method) (scikits.statsmodels.discretemod.Poisson method) (scikits.statsmodels.discretemod.Probit method) (scikits.statsmodels.glm.GLM method) (scikits.statsmodels.model.LikelihoodModel method) (scikits.statsmodels.model.Model method) (scikits.statsmodels.regression.GLS method) (scikits.statsmodels.regression.GLSAR method) (scikits.statsmodels.regression.OLS method) (scikits.statsmodels.regression.WLS method) (scikits.statsmodels.rlm.RLM method) (scikits.statsmodels.sandbox.sysreg.SUR method) (scikits.statsmodels.sandbox.sysreg.Sem2SLS method) (scikits.statsmodels.sandbox.tsa.ARIMA method) fittedvalues() (scikits.statsmodels.discretemod.DiscreteResults static method) (scikits.statsmodels.glm.GLMResults static method) (scikits.statsmodels.regression.RegressionResults static method) (scikits.statsmodels.rlm.RLMResults static method)

forecast() (scikits.statsmodels.sandbox.tsa.ARIMA method) form2design() (scikits.statsmodels.sandbox.regression.try_ols_anova static method) fullrank() (scikits.statsmodels.tools static method) fvalue() (scikits.statsmodels.regression.RegressionResults static method)

G

generate_sample() (scikits.statsmodels.sandbox.tsa.ARIMA method) GLM (class in scikits.statsmodels.glm) GLMResults (class in scikits.statsmodels.glm) GLS (class in scikits.statsmodels.regression) GLSAR (class in scikits.statsmodels.regression)

grangercausalitytests() (scikits.statsmodels.sandbox.tools.tools_tsa static method) groupsstats_1d() (scikits.statsmodels.sandbox.regression.try_catdata static method) groupsstats_dummy() (scikits.statsmodels.sandbox.regression.try_catdata static method) groupstatsbin() (scikits.statsmodels.sandbox.regression.try_catdata static method)

H

Hampel (class in scikits.statsmodels.robust.norms) HC0_se (scikits.statsmodels.regression.RegressionResults attribute) HC1_se (scikits.statsmodels.regression.RegressionResults attribute) HC2_se (scikits.statsmodels.regression.RegressionResults attribute) HC3_se (scikits.statsmodels.regression.RegressionResults attribute) hessian() (scikits.statsmodels.discretemod.DiscreteModel method) (scikits.statsmodels.discretemod.Logit method) (scikits.statsmodels.discretemod.MNLogit method) (scikits.statsmodels.discretemod.Poisson method) (scikits.statsmodels.discretemod.Probit method) (scikits.statsmodels.glm.GLM method) (scikits.statsmodels.model.LikelihoodModel method) (scikits.statsmodels.regression.GLS method) (scikits.statsmodels.regression.GLSAR method) (scikits.statsmodels.regression.OLS method) (scikits.statsmodels.regression.WLS method) (scikits.statsmodels.rlm.RLM method)

Huber (class in scikits.statsmodels.robust.scale) huber (in module scikits.statsmodels.robust.scale) hubers_scale (in module scikits.statsmodels.robust.scale) HuberScale (class in scikits.statsmodels.robust.scale) HuberT (class in scikits.statsmodels.robust.norms)

I

information() (scikits.statsmodels.discretemod.DiscreteModel method) (scikits.statsmodels.discretemod.Logit method) (scikits.statsmodels.discretemod.MNLogit method) (scikits.statsmodels.discretemod.Poisson method) (scikits.statsmodels.discretemod.Probit method) (scikits.statsmodels.glm.GLM method) (scikits.statsmodels.model.LikelihoodModel method) (scikits.statsmodels.regression.GLS method) (scikits.statsmodels.regression.GLSAR method) (scikits.statsmodels.regression.OLS method) (scikits.statsmodels.regression.WLS method) (scikits.statsmodels.rlm.RLM method) initialize() (scikits.statsmodels.discretemod.DiscreteModel method) (scikits.statsmodels.discretemod.DiscreteResults method) (scikits.statsmodels.discretemod.Logit method) (scikits.statsmodels.discretemod.MNLogit method) (scikits.statsmodels.discretemod.Poisson method) (scikits.statsmodels.discretemod.Probit method) (scikits.statsmodels.glm.GLM method) (scikits.statsmodels.glm.GLMResults method) (scikits.statsmodels.model.LikelihoodModel method) (scikits.statsmodels.model.LikelihoodModelResults method) (scikits.statsmodels.model.Results method) (scikits.statsmodels.regression.GLS method) (scikits.statsmodels.regression.GLSAR method) (scikits.statsmodels.regression.OLS method) (scikits.statsmodels.regression.RegressionResults method) (scikits.statsmodels.regression.WLS method) (scikits.statsmodels.rlm.RLM method) (scikits.statsmodels.rlm.RLMResults method) (scikits.statsmodels.sandbox.sysreg.SUR method)

isestimable() (scikits.statsmodels.tools static method) iterative_fit() (scikits.statsmodels.regression.GLSAR method)

J

jarque_bera() (scikits.statsmodels.stattools static method)

L

labelmeanfilter() (scikits.statsmodels.sandbox.regression.try_catdata static method) labelmeanfilter_nd() (scikits.statsmodels.sandbox.regression.try_catdata static method) labelmeanfilter_str() (scikits.statsmodels.sandbox.regression.try_catdata static method) lagmat() (scikits.statsmodels.sandbox.tools.tools_tsa static method) lagmat2ds() (scikits.statsmodels.sandbox.tools.tools_tsa static method) LeastSquares (class in scikits.statsmodels.robust.norms) LikelihoodModel (class in scikits.statsmodels.model)

LikelihoodModelResults (class in scikits.statsmodels.model) llf() (scikits.statsmodels.discretemod.DiscreteResults static method) (scikits.statsmodels.glm.GLMResults static method) (scikits.statsmodels.regression.RegressionResults static method) llnull() (scikits.statsmodels.discretemod.DiscreteResults static method) llr() (scikits.statsmodels.discretemod.DiscreteResults static method) llr_pvalue() (scikits.statsmodels.discretemod.DiscreteResults static method) Logit (class in scikits.statsmodels.discretemod) loglike() (scikits.statsmodels.discretemod.DiscreteModel method) (scikits.statsmodels.discretemod.Logit method) (scikits.statsmodels.discretemod.MNLogit method) (scikits.statsmodels.discretemod.Poisson method) (scikits.statsmodels.discretemod.Probit method) (scikits.statsmodels.glm.GLM method) (scikits.statsmodels.model.LikelihoodModel method) (scikits.statsmodels.regression.GLS method) (scikits.statsmodels.regression.GLSAR method) (scikits.statsmodels.regression.OLS method) (scikits.statsmodels.regression.WLS method) (scikits.statsmodels.rlm.RLM method)

M

mad() (scikits.statsmodels.robust.scale static method) margeff() (scikits.statsmodels.discretemod.DiscreteResults method) MNLogit (class in scikits.statsmodels.discretemod) Model (class in scikits.statsmodels.model) monotone_fn_inverter() (scikits.statsmodels.tools static method) movmean() (scikits.statsmodels.sandbox.tsa static method) movmoment() (scikits.statsmodels.sandbox.tsa static method)

movorder() (scikits.statsmodels.sandbox.tsa static method) movstat (in module scikits.statsmodels.sandbox.tsa) movvar() (scikits.statsmodels.sandbox.tsa static method) mse_model() (scikits.statsmodels.regression.RegressionResults static method) mse_resid() (scikits.statsmodels.regression.RegressionResults static method) mse_total() (scikits.statsmodels.regression.RegressionResults static method)

N

nobs() (scikits.statsmodels.regression.RegressionResults static method) norm_resid() (scikits.statsmodels.regression.RegressionResults method) normalized_cov_params() (scikits.statsmodels.discretemod.DiscreteResults method) (scikits.statsmodels.glm.GLMResults method) (scikits.statsmodels.model.LikelihoodModelResults method) (scikits.statsmodels.regression.RegressionResults method) (scikits.statsmodels.rlm.RLMResults method)

null() (scikits.statsmodels.glm.GLMResults static method) null_deviance() (scikits.statsmodels.glm.GLMResults static method)

O

OLS (class in scikits.statsmodels.regression)

omni_normtest() (scikits.statsmodels.stattools static method)

P

pacf_ols() (scikits.statsmodels.sandbox.tsa static method) pacf_yw() (scikits.statsmodels.sandbox.tsa static method) pca() (scikits.statsmodels.sandbox.tools.tools_pca static method) pcasvd() (scikits.statsmodels.sandbox.tools.tools_pca static method) pdf() (scikits.statsmodels.discretemod.DiscreteModel method) (scikits.statsmodels.discretemod.Logit method) (scikits.statsmodels.discretemod.MNLogit method) (scikits.statsmodels.discretemod.Poisson method) (scikits.statsmodels.discretemod.Probit method) pearson_chi2() (scikits.statsmodels.glm.GLMResults static method) Poisson (class in scikits.statsmodels.discretemod) predict() (scikits.statsmodels.discretemod.DiscreteModel method) (scikits.statsmodels.discretemod.Logit method) (scikits.statsmodels.discretemod.MNLogit method) (scikits.statsmodels.discretemod.Poisson method) (scikits.statsmodels.discretemod.Probit method) (scikits.statsmodels.glm.GLM method) (scikits.statsmodels.model.LikelihoodModel method) (scikits.statsmodels.model.Model method) (scikits.statsmodels.regression.GLS method) (scikits.statsmodels.regression.GLSAR method) (scikits.statsmodels.regression.OLS method) (scikits.statsmodels.regression.WLS method) (scikits.statsmodels.rlm.RLM method) (scikits.statsmodels.sandbox.sysreg.SUR method)

predicted() (scikits.statsmodels.sandbox.tsa.ARIMA method) Probit (class in scikits.statsmodels.discretemod) prsquared() (scikits.statsmodels.discretemod.DiscreteResults static method) psi() (scikits.statsmodels.robust.norms.AndrewWave method) (scikits.statsmodels.robust.norms.Hampel method) (scikits.statsmodels.robust.norms.HuberT method) (scikits.statsmodels.robust.norms.LeastSquares method) (scikits.statsmodels.robust.norms.RamsayE method) (scikits.statsmodels.robust.norms.RobustNorm method) (scikits.statsmodels.robust.norms.TrimmedMean method) (scikits.statsmodels.robust.norms.TukeyBiweight method) psi_deriv() (scikits.statsmodels.robust.norms.AndrewWave method) (scikits.statsmodels.robust.norms.Hampel method) (scikits.statsmodels.robust.norms.HuberT method) (scikits.statsmodels.robust.norms.LeastSquares method) (scikits.statsmodels.robust.norms.RamsayE method) (scikits.statsmodels.robust.norms.RobustNorm method) (scikits.statsmodels.robust.norms.TrimmedMean method) (scikits.statsmodels.robust.norms.TukeyBiweight method) psi_derive() (scikits.statsmodels.robust.norms.TrimmedMean method) pvalues() (scikits.statsmodels.regression.RegressionResults static method)

Q

qqplot() (scikits.statsmodels.sandbox.graphics static method)

R

RamsayE (class in scikits.statsmodels.robust.norms) rank() (scikits.statsmodels.tools static method) recipr() (scikits.statsmodels.tools static method) recipr0() (scikits.statsmodels.tools static method) RegressionResults (class in scikits.statsmodels.regression) resid() (scikits.statsmodels.regression.RegressionResults static method) (scikits.statsmodels.rlm.RLMResults static method) resid_anscombe() (scikits.statsmodels.glm.GLMResults static method) resid_deviance() (scikits.statsmodels.glm.GLMResults static method) resid_pearson() (scikits.statsmodels.glm.GLMResults static method) resid_response() (scikits.statsmodels.glm.GLMResults static method)

resid_working() (scikits.statsmodels.glm.GLMResults static method) Results (class in scikits.statsmodels.model) results (scikits.statsmodels.regression.GLS attribute) (scikits.statsmodels.regression.GLSAR attribute) (scikits.statsmodels.regression.OLS attribute) (scikits.statsmodels.regression.WLS attribute) rho() (scikits.statsmodels.robust.norms.AndrewWave method) (scikits.statsmodels.robust.norms.Hampel method) (scikits.statsmodels.robust.norms.HuberT method) (scikits.statsmodels.robust.norms.LeastSquares method) (scikits.statsmodels.robust.norms.RamsayE method) (scikits.statsmodels.robust.norms.RobustNorm method) (scikits.statsmodels.robust.norms.TrimmedMean method) (scikits.statsmodels.robust.norms.TukeyBiweight method) RLM (class in scikits.statsmodels.rlm) RLMResults (class in scikits.statsmodels.rlm) RobustNorm (class in scikits.statsmodels.robust.norms) rsquared() (scikits.statsmodels.regression.RegressionResults static method) rsquared_adj() (scikits.statsmodels.regression.RegressionResults static method)

S

scale() (scikits.statsmodels.regression.RegressionResults static method) scikits.statsmodels.glm (module) scikits.statsmodels.rlm (module) scikits.statsmodels.sandbox (module) score() (scikits.statsmodels.discretemod.DiscreteModel method) (scikits.statsmodels.discretemod.Logit method) (scikits.statsmodels.discretemod.MNLogit method) (scikits.statsmodels.discretemod.Poisson method) (scikits.statsmodels.discretemod.Probit method) (scikits.statsmodels.glm.GLM method) (scikits.statsmodels.model.LikelihoodModel method) (scikits.statsmodels.regression.GLS method) (scikits.statsmodels.regression.GLSAR method) (scikits.statsmodels.regression.OLS method) (scikits.statsmodels.regression.WLS method) (scikits.statsmodels.rlm.RLM method) Sem2SLS (class in scikits.statsmodels.sandbox.sysreg)

sign_test() (scikits.statsmodels.sandbox.descstats static method) sresid() (scikits.statsmodels.rlm.RLMResults static method) ssr() (scikits.statsmodels.regression.RegressionResults static method) stand_mad() (scikits.statsmodels.robust.scale static method) summary() (scikits.statsmodels.regression.RegressionResults method) SUR (class in scikits.statsmodels.sandbox.sysreg)

T

t() (scikits.statsmodels.discretemod.DiscreteResults method) (scikits.statsmodels.glm.GLMResults method) (scikits.statsmodels.model.LikelihoodModelResults method) (scikits.statsmodels.regression.RegressionResults method) (scikits.statsmodels.rlm.RLMResults method) t_test() (scikits.statsmodels.discretemod.DiscreteResults method) (scikits.statsmodels.glm.GLMResults method) (scikits.statsmodels.model.LikelihoodModelResults method) (scikits.statsmodels.regression.RegressionResults method) (scikits.statsmodels.rlm.RLMResults method)

TrimmedMean (class in scikits.statsmodels.robust.norms) TukeyBiweight (class in scikits.statsmodels.robust.norms)

U

uncentered_tss() (scikits.statsmodels.regression.RegressionResults static method)

unsqueeze() (scikits.statsmodels.tools static method)

W

weights() (scikits.statsmodels.rlm.RLMResults static method) (scikits.statsmodels.robust.norms.AndrewWave method) (scikits.statsmodels.robust.norms.Hampel method) (scikits.statsmodels.robust.norms.HuberT method) (scikits.statsmodels.robust.norms.LeastSquares method) (scikits.statsmodels.robust.norms.RamsayE method) (scikits.statsmodels.robust.norms.RobustNorm method) (scikits.statsmodels.robust.norms.TrimmedMean method) (scikits.statsmodels.robust.norms.TukeyBiweight method) whiten() (scikits.statsmodels.regression.GLS method) (scikits.statsmodels.regression.GLSAR method) (scikits.statsmodels.regression.OLS method) (scikits.statsmodels.regression.WLS method) (scikits.statsmodels.sandbox.sysreg.SUR method) (scikits.statsmodels.sandbox.sysreg.Sem2SLS method) WLS (class in scikits.statsmodels.regression)

wls_prediction_std() (scikits.statsmodels.sandbox.regression static method) wresid() (scikits.statsmodels.regression.RegressionResults static method)

Y

yule_walker() (scikits.statsmodels.regression static method)