Index

_

__call__() (mqr.doe.Affine method)

__getitem__() (mqr.process.Summary method) __len__() (mqr.doe.Design method)

A

ad_pvalue (mqr.process.Sample attribute) ad_stat (mqr.process.Sample attribute) adequacy() (in module mqr.anova) Affine (class in mqr.doe) alarm_subsets() (in module mqr.spc.util) alarms() (in module mqr.plot.spc) alpha (mqr.inference.power.TestPower attribute) alt (mqr.inference.hyptest.HypothesisTest attribute) alternative (mqr.inference.hyptest.HypothesisTest attribute) (mqr.inference.power.TestPower attribute)

anova_table (mqr.msa.VarianceTable attribute) aofb_nsigma() (in module mqr.spc.rules) as_block() (mqr.doe.Design method) asdict() (mqr.spc.ControlParams method) (mqr.spc.EwmaParams method) (mqr.spc.MewmaParams method) (mqr.spc.RParams method) (mqr.spc.ShewhartParams method) (mqr.spc.SParams method) (mqr.spc.XBarParams method)

B

bar_var_pct() (in module mqr.plot.msa) beta (mqr.inference.power.TestPower attribute) blocks (mqr.doe.Design attribute)

bounded (mqr.inference.confint.ConfidenceInterval attribute) box_measurement_by_operator() (in module mqr.plot.msa) box_measurement_by_part() (in module mqr.plot.msa)

C

c4() (in module mqr.spc.util) c4_fn() (in module mqr.spc.util) capabilities (mqr.process.Summary attribute) Capability (class in mqr.process) capability() (in module mqr.plot.process) centre (mqr.spc.RParams attribute) (mqr.spc.SParams attribute) (mqr.spc.XBarParams attribute) chart() (in module mqr.plot.spc) coeffs() (in module mqr.anova) combine() (in module mqr.spc.rules) conf (mqr.inference.confint.ConfidenceInterval attribute) (mqr.process.Sample attribute) conf_mean (mqr.process.Sample attribute) conf_median (mqr.process.Sample attribute) conf_quartile1 (mqr.process.Sample attribute) conf_quartile3 (mqr.process.Sample attribute) conf_std (mqr.process.Sample attribute) conf_var (mqr.process.Sample attribute) ConfidenceInterval (class in mqr.inference.confint)

confint() (in module mqr.inference.correlation) (in module mqr.plot) confint_1sample() (in module mqr.inference.mean) (in module mqr.inference.nonparametric.quantile) (in module mqr.inference.proportion) (in module mqr.inference.rate) (in module mqr.inference.stddev) (in module mqr.inference.variance) confint_2sample() (in module mqr.inference.mean) (in module mqr.inference.proportion) (in module mqr.inference.rate) (in module mqr.inference.stddev) (in module mqr.inference.variance) confint_paired() (in module mqr.inference.mean) ControlParams (class in mqr.spc) ControlStatistic (class in mqr.spc) counts (mqr.msa.GRR attribute) cov (mqr.spc.MewmaParams attribute) cp (mqr.process.Capability attribute) cpk (mqr.process.Capability attribute)

D

d2() (in module mqr.spc.util) d2_integral() (in module mqr.spc.util) d3() (in module mqr.spc.util) d3_integral() (in module mqr.spc.util) data (mqr.msa.GRR attribute) (mqr.process.Sample attribute) (mqr.process.Summary attribute)

defects_lt (mqr.process.Capability attribute) defects_st (mqr.process.Capability attribute) description (mqr.inference.hyptest.HypothesisTest attribute) Design (class in mqr.doe) discrimination (mqr.msa.VarianceTable attribute)

E

effect (mqr.inference.power.TestPower attribute)

EwmaParams (class in mqr.spc)

F

Figure (class in mqr.plot) formula (mqr.msa.GRR attribute) from_axial() (mqr.doe.Design static method) from_ccdesign() (mqr.doe.Design static method) from_centrepoints() (mqr.doe.Design static method) from_data() (mqr.spc.EwmaParams static method) (mqr.spc.MewmaParams static method) (mqr.spc.RParams static method) (mqr.spc.SParams static method) (mqr.spc.XBarParams static method)

from_fracfact() (mqr.doe.Design static method) from_fullfact() (mqr.doe.Design static method) from_levels() (mqr.doe.Design static method) from_map() (mqr.doe.Affine static method) (mqr.doe.Transform static method) from_range() (mqr.spc.RParams static method) (mqr.spc.XBarParams static method) from_stddev() (mqr.spc.EwmaParams static method) (mqr.spc.XBarParams static method)

G

get_factor_df() (mqr.doe.Design method) grab_figure() (in module mqr.nbtools) group_consecutives() (in module mqr.spc.util)

groups() (in module mqr.anova) GRR (class in mqr.msa) grr (mqr.msa.VarianceTable attribute) grr() (in module mqr.plot.msa)

H

hstack() (in module mqr.nbtools)

HypothesisTest (class in mqr.inference.hyptest)

I

include_interaction (mqr.msa.GRR attribute) include_intercept (mqr.msa.GRR attribute) influence() (in module mqr.plot.regression)

interactions() (in module mqr.anova) (in module mqr.plot.anova) iqr (mqr.process.Sample attribute) ishikawa() (in module mqr.plot)

K

ks_pvalue (mqr.process.Sample attribute)

ks_stat (mqr.process.Sample attribute) kurtosis (mqr.process.Sample attribute)

L

L (mqr.spc.EwmaParams attribute) lcl() (mqr.spc.ControlParams method) (mqr.spc.EwmaParams method) (mqr.spc.MewmaParams method) (mqr.spc.RParams method) (mqr.spc.ShewhartParams method) (mqr.spc.SParams method) (mqr.spc.XBarParams method)

levels (mqr.doe.Design attribute) limit (mqr.spc.MewmaParams attribute) limits() (in module mqr.spc.rules) line_part_operator_intn() (in module mqr.plot.msa) lmda (mqr.spc.EwmaParams attribute) (mqr.spc.MewmaParams attribute) lower (mqr.inference.confint.ConfidenceInterval attribute) lsl (mqr.process.Specification attribute)

M

main_effects() (in module mqr.plot.anova) matrix() (in module mqr.plot.correlation) maximum (mqr.process.Sample attribute) mean (mqr.process.Sample attribute) measurement (mqr.msa.NameMapping attribute) median (mqr.process.Sample attribute) method (mqr.inference.confint.ConfidenceInterval attribute) (mqr.inference.hyptest.HypothesisTest attribute) (mqr.inference.power.TestPower attribute) MewmaParams (class in mqr.spc) minimum (mqr.process.Sample attribute) model (mqr.msa.GRR attribute) model_means() (in module mqr.plot.anova) module mqr.anova mqr.doe mqr.inference mqr.inference.correlation mqr.inference.dist mqr.inference.mean mqr.inference.nonparametric mqr.inference.nonparametric.correlation mqr.inference.nonparametric.dist mqr.inference.nonparametric.median mqr.inference.nonparametric.quantile mqr.inference.nonparametric.variance mqr.inference.proportion mqr.inference.rate mqr.inference.stddev mqr.inference.variance mqr.msa mqr.nbtools mqr.plot mqr.plot.anova mqr.plot.correlation mqr.plot.msa mqr.plot.process mqr.plot.regression mqr.plot.spc mqr.plot.tools mqr.process mqr.spc mqr.spc.rules mqr.spc.util mqr.transforms mqr.anova module mqr.doe module mqr.inference module mqr.inference.correlation module mqr.inference.dist module

mqr.inference.mean module mqr.inference.nonparametric module mqr.inference.nonparametric.correlation module mqr.inference.nonparametric.dist module mqr.inference.nonparametric.median module mqr.inference.nonparametric.quantile module mqr.inference.nonparametric.variance module mqr.inference.proportion module mqr.inference.rate module mqr.inference.stddev module mqr.inference.variance module mqr.msa module mqr.nbtools module mqr.plot module mqr.plot.anova module mqr.plot.correlation module mqr.plot.msa module mqr.plot.process module mqr.plot.regression module mqr.plot.spc module mqr.plot.tools module mqr.process module mqr.spc module mqr.spc.rules module mqr.spc.util module mqr.transforms module mu (mqr.spc.MewmaParams attribute) mu_0 (mqr.spc.EwmaParams attribute)

N

n_1side() (in module mqr.spc.rules) n_trending() (in module mqr.spc.rules) name (mqr.inference.confint.ConfidenceInterval attribute) (mqr.inference.power.TestPower attribute) (mqr.process.Sample attribute) (mqr.spc.EwmaParams attribute) (mqr.spc.MewmaParams attribute) (mqr.spc.RParams attribute) (mqr.spc.SParams attribute) (mqr.spc.XBarParams attribute)

NameMapping (class in mqr.msa) names (mqr.doe.Design attribute) (mqr.msa.GRR attribute) nobs (mqr.process.Sample attribute) (mqr.spc.ControlStatistic attribute) nsigma (mqr.msa.GRR attribute) (mqr.spc.RParams attribute) (mqr.spc.SParams attribute) (mqr.spc.XBarParams attribute) null (mqr.inference.hyptest.HypothesisTest attribute) num_distinct_cats (mqr.msa.VarianceTable attribute)

O

oc() (in module mqr.plot.spc)

operator (mqr.msa.NameMapping attribute) outliers (mqr.process.Sample attribute)

P

part (mqr.msa.NameMapping attribute) pdf() (in module mqr.plot.process) power_1sample() (in module mqr.inference.proportion) (in module mqr.inference.rate) (in module mqr.inference.variance)

power_2sample() (in module mqr.inference.proportion) (in module mqr.inference.rate) (in module mqr.inference.variance) pttypes (mqr.doe.Design attribute) pvalue (mqr.inference.hyptest.HypothesisTest attribute)

Q

quartile1 (mqr.process.Sample attribute)

quartile3 (mqr.process.Sample attribute)

R

r_operator() (in module mqr.plot.msa) randomise_runs() (mqr.doe.Design method) regression_result (mqr.msa.GRR attribute) replicate() (mqr.doe.Design method) res_histogram() (in module mqr.plot.regression) res_probplot() (in module mqr.plot.regression)

res_v_factor() (in module mqr.plot.regression) res_v_fit() (in module mqr.plot.regression) res_v_obs() (in module mqr.plot.regression) residuals() (in module mqr.plot.regression) RParams (class in mqr.spc) runs (mqr.doe.Design attribute)

S

Sample (class in mqr.process) sample (mqr.process.Capability attribute) sample_size (mqr.inference.power.TestPower attribute) sample_stat (mqr.inference.hyptest.HypothesisTest attribute) sample_stat_target (mqr.inference.hyptest.HypothesisTest attribute) sample_stat_value (mqr.inference.hyptest.HypothesisTest attribute) samples (mqr.process.Summary attribute) scale (mqr.doe.Affine attribute) se() (mqr.spc.RParams method) (mqr.spc.ShewhartParams method) (mqr.spc.SParams method) (mqr.spc.XBarParams method) sem (mqr.process.Sample attribute) sharex() (in module mqr.plot.tools) sharey() (in module mqr.plot.tools) ShewhartParams (class in mqr.spc) sigma (mqr.spc.EwmaParams attribute) (mqr.spc.RParams attribute) (mqr.spc.XBarParams attribute) size_1sample() (in module mqr.inference.mean) (in module mqr.inference.proportion) (in module mqr.inference.rate) (in module mqr.inference.stddev) (in module mqr.inference.variance) size_2sample() (in module mqr.inference.mean) (in module mqr.inference.proportion) (in module mqr.inference.rate) (in module mqr.inference.stddev) (in module mqr.inference.variance)

size_paired() (in module mqr.inference.mean) skewness (mqr.process.Sample attribute) solve_arl() (in module mqr.spc.util) solve_h4() (in module mqr.spc.util) SParams (class in mqr.spc) spec (mqr.process.Capability attribute) Specification (class in mqr.process) stat (mqr.inference.hyptest.HypothesisTest attribute) (mqr.spc.ControlStatistic attribute) statistic() (mqr.spc.ControlParams method) (mqr.spc.EwmaParams method) (mqr.spc.MewmaParams method) (mqr.spc.RParams method) (mqr.spc.ShewhartParams method) (mqr.spc.SParams method) (mqr.spc.XBarParams method) std (mqr.process.Sample attribute) steady_state (mqr.spc.EwmaParams attribute) Summary (class in mqr.process) summary() (in module mqr.anova) (in module mqr.plot.process)

T

table (mqr.msa.VarianceTable attribute) target (mqr.process.Specification attribute) target() (mqr.spc.ControlParams method) (mqr.spc.EwmaParams method) (mqr.spc.MewmaParams method) (mqr.spc.RParams method) (mqr.spc.ShewhartParams method) (mqr.spc.SParams method) (mqr.spc.XBarParams method) test() (in module mqr.inference.correlation) (in module mqr.inference.nonparametric.correlation) test_1sample() (in module mqr.inference.dist) (in module mqr.inference.mean) (in module mqr.inference.nonparametric.dist) (in module mqr.inference.nonparametric.median) (in module mqr.inference.nonparametric.quantile) (in module mqr.inference.proportion) (in module mqr.inference.rate) (in module mqr.inference.stddev) (in module mqr.inference.variance)

test_2sample() (in module mqr.inference.mean) (in module mqr.inference.nonparametric.dist) (in module mqr.inference.proportion) (in module mqr.inference.rate) (in module mqr.inference.stddev) (in module mqr.inference.variance) test_diff() (in module mqr.inference.correlation) test_nsample() (in module mqr.inference.nonparametric.median) (in module mqr.inference.nonparametric.variance) test_paired() (in module mqr.inference.mean) TestPower (class in mqr.inference.power) to_df() (mqr.doe.Design method) tolerance (mqr.msa.GRR attribute) tolerance() (in module mqr.plot.process) Transform (class in mqr.doe) transform() (mqr.doe.Design method) translate (mqr.doe.Affine attribute)

U

ucl() (mqr.spc.ControlParams method) (mqr.spc.EwmaParams method) (mqr.spc.MewmaParams method) (mqr.spc.RParams method) (mqr.spc.ShewhartParams method) (mqr.spc.SParams method) (mqr.spc.XBarParams method)

upper (mqr.inference.confint.ConfidenceInterval attribute) usl (mqr.process.Specification attribute)

V

value (mqr.inference.confint.ConfidenceInterval attribute) var (mqr.process.Sample attribute)

VarianceTable (class in mqr.msa) vstack() (in module mqr.nbtools)

X

xbar_operator() (in module mqr.plot.msa)

XBarParams (class in mqr.spc)

Z

zscore() (in module mqr.transforms)