Index

Subject Unit Functions Datasets
DFSS
Pareto analysis Pareto chart qicharts2::paretochart dial_control
Root cause analysis ishikawa diagram qcc::cause.and.effect
Correlations Matrix perfume_experiment
Tileplot ggplot2::geom_tile
Clustering Network plot ggraph::ggraph perfume_experiment
MSA
Calibration Bias plot ggplot2::geom_smooth juice_drymatter
Bias report
Precision Gage r&R SixSigma::ss.rr tablet_thickness
Gage acceptance
Uncertainty Uncertainty tablet_thickness
DOE
Direct comparisons Histogram ggplot2::geom_histogram pet_delivery
t-test one sample stats::t.test
Normality plot ggplot2::geom_qq
F test stats::var.test
Levene test car::leveneTest
Statistical modeling Linear models stats::lm ebike_hardening
Contrasts treatment stats::contrasts
Predict stats::predict
Model augment broom::augment
Timeseries plot
Autocorrelation test car::durbinWatsonTest
Normality test stats::shapiro.test
Residuals-Fit plot
Homocedasticity stats::bartlett.test
Standard Residuals-Fit plot
Outliers test car::outlierTest
Cooks distance
R-squared base::summary()$r.squared
Effects significance Anova stats::aov
Pairwise comparison stats::TukeyHSD
Least significant difference agricolae::LSD.test
Interactions Model formulae stats::formula solarcell_output
Interaction plot stats:interaction.plot
Residual standard error
Residuals summary stats::plot.lm
Anova with interactions stats::anova
Covariance Correlation test stats::cor.test solarcell_fill
Analysis of covariance stats::aov
General designs Factorial design DoE.base::fac.design juice_drymatter
Main effects plots
Interactions plots (custom) ggplot2::geom_errorbar
Formula expansion industRial::formula_expansion
Anova 3rd level interactions
Two level designs Coding levels stats::relevel pet_doe
Interaction plots with SE RcmdrMisc::plotMeans
Adjusted R-squared broom::glance battery_charging
Coding inputs
Coding prediction
Perspective plot graphics::persp
Single replicate
Effects normal plot car::qqPlot
Effects contribution table broom::tidy
SPC
Xbar-R charts Mean chart qcc::qcc syringe_diameter
Range chart qcc::qcc
Warning limits qcc::limits.xbar
Cpk charts Off specification industRial::off_spec syringe_diameter
Process capability industRial::process_Cpk
Sigma conversion table
Capability chart qcc::process.capability
I-MR charts Process statistics tablet_weight
Individual chart industRial::chart_I
Moving range chart industRial::chart_IMR
Capability chart (custom) industRial::chart_Cpk