Package: SixSigma 0.11.0.9000

SixSigma: Six Sigma Tools for Quality Control and Improvement

Functions and utilities to perform Statistical Analyses in the Six Sigma way. Through the DMAIC cycle (Define, Measure, Analyze, Improve, Control), you can manage several Quality Management studies: Gage R&R, Capability Analysis, Control Charts, Loss Function Analysis, etc. Data frames used in the books "Six Sigma with R" [ISBN 978-1-4614-3652-2] and "Quality Control with R" [ISBN 978-3-319-24046-6], are also included in the package.

Authors:Emilio L. Cano [aut, cre], Javier M. Moguerza [aut], Mariano Prieto [aut], Andrés Redchuk [aut], Karl Tatgenhorst [ctb], Paula Martínez [ctb], Manuel Alfaro [ctb]

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SixSigma.pdf |SixSigma.html✨
SixSigma/json (API)
NEWS

# Install 'SixSigma' in R:

install.packages('SixSigma', repos = c('https://emilopezcano.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/emilopezcano/sixsigma/issues

Datasets:

ss.data.batteries - Data for the batteries example
ss.data.bills - Errors in bills data set
ss.data.bolts - Data for the bolts example
ss.data.ca - Data for a filling process in a winery
ss.data.density - Pellets density
ss.data.doe1 - Pizza dough example data
ss.data.doe2 - Data for the pizza dough example
ss.data.pastries - Pastries data
ss.data.pb1 - Particle Boards Example - Individual Data
ss.data.pb2 - Particle Boards Example - by Groups
ss.data.pb3 - Particle Boards Example - Attribute data
ss.data.pb4 - Data for Practicle Boards Example - number of defects
ss.data.pc - Data set for the printer cartridge example
ss.data.pc.big - Larger data set for the printer cartridges example
ss.data.pc.r - Data set for the printer cartridge example, by region
ss.data.rr - Gage R&R data
ss.data.strings - Data set for the Guitar Strings example
ss.data.thickness - Metal Plates Thickness
ss.data.thickness2 - Metal Plates thickness
ss.data.wbx - Woodboard location for profiles
ss.data.wby - Woodboard profiles

On CRAN:

quality-control quality-improvement six-sigma spc

7.76 score 15 stars 1 packages 149 scripts 1.4k downloads 2 mentions 21 exports 56 dependencies

Last updated 2 years agofrom:3ff2eca7b5. Checks:OK: 1 NOTE: 6. Indexed: yes.

Target	Result	Date
Doc / Vignettes	OK	Nov 03 2024
R-4.5-win	NOTE	Nov 03 2024
R-4.5-linux	NOTE	Nov 03 2024
R-4.4-win	NOTE	Nov 03 2024
R-4.4-mac	NOTE	Nov 03 2024
R-4.3-win	NOTE	Nov 03 2024
R-4.3-mac	NOTE	Nov 03 2024

Exports:climProfiles outProfiles plotControlProfiles plotProfiles smoothProfiles ss.ca.cp ss.ca.cpk ss.ca.yield ss.ca.z ss.cc ss.cc.getc4 ss.cc.getd2 ss.cc.getd3 ss.ceDiag ss.ci ss.heli ss.lf ss.lfa ss.pMap ss.rr ss.study.ca

Dependencies:brio callr class cli colorspace crayon desc diffobj digest e1071 evaluate fansi farver fs ggplot2 glue gtable isoband jsonlite labeling lattice lifecycle magrittr MASS Matrix mgcv munsell nlme nortest pillar pkgbuild pkgconfig pkgload plyr praise processx proxy ps R6 RColorBrewer Rcpp rematch2 reshape2 rlang rprojroot scales stringi stringr testthat tibble utf8 vctrs viridisLite waldo withr xtable

HelicopterInstructions

Rendered fromHelicopterInstructions.Rnwusingutils::Sweaveon Nov 03 2024.

Last update: 2015-11-08
Started: 2014-06-21

Shewhart Constants

Rendered fromShewhartConstants.Rnwusingutils::Sweaveon Nov 03 2024.

Last update: 2018-04-15
Started: 2015-11-08

Help page	Topics
Compute profiles limits	climProfiles
Get out-of-control profiles	outProfiles
Profiles control plot	plotControlProfiles
Plot Profiles	plotProfiles
Six Sigma Tools for Quality and Process Improvement	SixSigma
Regularise set of profiles	smoothProfiles
Main calculations regarding The Voice of the Process in SixSigma: Yield, FTY, RTY, DPMO	ss.ca.yield
Capability Indices	ss.ca.cp ss.ca.cpk ss.ca.z
Control Charts	ss.cc
Functions to find out constants of the relative range distribution.	ss.cc.constants ss.cc.getc4 ss.cc.getd2 ss.cc.getd3
Cause and Effect Diagram	ss.ceDiag
Confidence Interval for the mean	ss.ci
Data for the batteries example	ss.data.batteries
Errors in bills data set	ss.data.bills
Data for the bolts example	ss.data.bolts
Data for a filling process in a winery	ss.data.ca
Pellets density	ss.data.density
Pizza dough example data	ss.data.doe1
Data for the pizza dough example (robust design)	ss.data.doe2
Pastries data	ss.data.pastries
Particle Boards Example - Individual Data	ss.data.pb1
Particle Boards Example - by Groups	ss.data.pb2
Particle Boards Example - Attribute data	ss.data.pb3
Data for Practicle Boards Example - number of defects	ss.data.pb4
Data set for the printer cartridge example	ss.data.pc
Larger data set for the printer cartridges example	ss.data.pc.big
Data set for the printer cartridge example, by region	ss.data.pc.r
Gage R&R data	ss.data.rr
Data set for the Guitar Strings example	ss.data.strings
Metal Plates Thickness	ss.data.thickness
Metal Plates thickness (extended)	ss.data.thickness2
Woodboard location for profiles	ss.data.wbx
Woodboard profiles	ss.data.wby
Creates a pdf file with the design of the Paper Helicopter	ss.heli
Evaluates the Loss Function for a process.	ss.lf
Loss Function Analysis	ss.lfa
Process Map	ss.pMap
Gage R & R (Measurement System Assessment)	ss.rr
Graphs and figures for a Capability Study	ss.study.ca

Package: SixSigma 0.11.0.9000

SixSigma: Six Sigma Tools for Quality Control and Improvement

HelicopterInstructions

Shewhart Constants

Citation

Development and contributors

Readme and manuals

Help Manual

Usage by other packages (reverse dependencies)