docs/11_contents.md

In J-Ramalho/industRial: Data, Functions and Support Materials from the Book "industRial Data Science"

(PART) APPENDIX {-}

Index {#contents}

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

J-Ramalho/industRial documentation built on April 19, 2022, 11:13 a.m.