This document provides information about ISO 9001 UKAS certification including procedures, forms, and checklists. It discusses the requirements of ISO 9001, including defining six mandatory quality procedures. It also describes several quality management tools used in ISO 9001 implementation and certification such as Ishikawa diagrams, histograms, Pareto charts, scatter plots, check sheets, and control charts. Finally, it lists additional related topics to ISO 9001 UKAS certification.
The document provides an overview of the main requirements for ISO 9001 certification, including maintaining procedures, undergoing annual audits, and having quality management tools in place. It then gives details on six specific quality management tools: Ishikawa diagrams, histograms, Pareto charts, scatter plots, check sheets, and control charts. Finally, it lists additional related topics to the ISO 9001 standard.
This document provides information about ISO 9001 quality standards including forms, checklists, and procedures. It also lists additional resources on topics like ISO 9001 implementation, templates and forms, quality management KPIs, and interview questions. The document then discusses contents of ISO 9001 including its flexibility and focus on business process requirements. Finally, it outlines several quality management tools used in ISO 9001 like Ishikawa diagrams, histograms, Pareto charts, scatter plots, check sheets, and control charts.
This document provides information about tools and resources for conducting an ISO 9001 gap analysis checklist, including forms, checklists, and procedures. It discusses six quality management tools - Ishikawa diagrams, histograms, Pareto charts, scatter plots, check sheets, and control charts. These tools can help identify factors causing quality issues and determine if a process is statistically in control. The document also lists additional topics related to ISO 9001 gap analysis and certification.
The document discusses an ISO 9001 quality manual, providing information on forms, checklists, and procedures for the manual. It also lists various quality management tools like Ishikawa diagrams, histograms, Pareto charts, scatter plots, check sheets, and control charts. Finally, it mentions other related topics to ISO 9001 quality manuals such as certification, requirements, training, and standards.
The document discusses the five main clauses of ISO 9001, which are related to quality management systems and include topics like quality management, operational planning and control, performance evaluation, and improvement. It also provides information on quality management tools like control charts, histograms, Pareto charts, scatter plots, check sheets, and Ishikawa diagrams. Additional related topics to ISO 9001 clauses include certification, requirements, training, auditing, and procedures.
The document provides information about ISO 9001:1994 including forms, checklists, and procedures. It discusses the contents and requirements of ISO 9001:1994, and provides details on quality management tools like Ishikawa diagrams, histograms, Pareto charts, scatter plots, check sheets, and control charts. Additional related topics to ISO 9001:1994 like certification, requirements, training, audits, and manuals are also listed.
This document provides information about becoming an ISO 9001 lead auditor, including forms, checklists, and procedures. It discusses the contents of ISO 9001 lead auditor training, including an overview of ISO standards and quality management tools like Ishikawa diagrams, histograms, Pareto charts, scatter plots, check sheets, and control charts. Finally, it lists other related topics to ISO 9001 lead auditor certification.
The document provides information about being an ISO 9001 internal auditor, including forms, checklists, and procedures for auditing. It also lists quality management tools that can be used for auditing, such as Ishikawa diagrams, histograms, Pareto charts, scatter plots, check sheets, and control charts. Additional topics related to being an ISO 9001 internal auditor are also listed that may provide further useful information.
The document provides information about ISO 9001 registration, including forms, checklists, and procedures needed for registration. It also lists several quality management tools like Ishikawa diagrams, histograms, Pareto charts, scatter plots, check sheets, and control charts that can be used for ISO 9001. Finally, it mentions some additional topics that are related to ISO 9001 registration such as certification, requirements, training, and auditing.
This document provides information about ISO 9001 certification training, including forms, checklists, and procedures related to the training. It discusses the requirements of ISO 9001 certification and how the training provides knowledge to help organizations achieve quality management system certification. Examples of quality management tools that can be used as part of an ISO 9001 system are also outlined, such as Ishikawa diagrams, histograms, Pareto charts, scatter plots, check sheets, and control charts. Additional related topics for ISO 9001 certification training are listed.
This document provides an overview of ISO 9001 quality standards. It discusses what ISO 9001 is and how it can help businesses improve performance through establishing best practices. The document also outlines several quality management tools used in ISO 9001, including Ishikawa diagrams, histograms, Pareto charts, scatter plots, check sheets, and control charts. Additional related topics about ISO 9001 certification, requirements, training, and more are listed.
The document provides information about ISO 9001 templates including template forms, checklists, and procedures to implement or improve a quality management system, and discusses several quality management tools like Ishikawa diagrams, histograms, Pareto charts, scatter plots, check sheets, and control charts that can be used with the templates. It also lists additional related topics for ISO 9001 templates and provides links to free eBooks, templates, forms, and other quality management resources.
The document discusses an ISO 9001 internal auditor course, including its objectives to review the requirements of ISO 9001 and enable employees to plan and conduct internal audits. It also lists several quality management tools that are part of the course, such as Ishikawa diagrams, histograms, Pareto charts, scatter plots, check sheets, and control charts. Finally, it provides additional related topics about ISO 9001 certification and requirements.
The document provides information about ISO 9001 manuals including sample templates that have been generically completed for operations at a Materials Recovery Facility. It also lists and describes several quality management tools such as Ishikawa diagrams, histograms, Pareto charts, scatter plots, check sheets, and control charts. Finally, it lists additional related topics to ISO 9001 manuals such as certification, requirements, training, auditing, and procedures.
The document discusses ISO 9001 templates and provides information on template contents and features, including example ISO 9001 documents and forms. It also outlines several quality management tools used in ISO 9001 such as Ishikawa diagrams, histograms, Pareto charts, scatter plots, check sheets, and control charts. Other related topics like ISO 9001 certification, requirements, training, and standards are also listed.
The document provides information about ISO 9001 quality management standards including forms, checklists, and procedures to ensure organizations meet customer needs and regulatory requirements, and lists several quality management tools like control charts, histograms, Pareto charts, and scatter plots that can be used to identify factors affecting quality and process performance. It also mentions topics related to ISO 9001 certification such as requirements, training, auditing, and manuals.
This document provides information about ISO 9001 procedure templates, including sample template forms, checklists, and procedures. It discusses ISO 9001 template contents, quality management tools like Ishikawa diagrams, histograms, Pareto charts, scatter plots, and check sheets. Control charts are also explained. Finally, other related topics to ISO 9001 procedure templates are listed.
This document provides information about sample ISO 9001 quality manuals, including sample forms, checklists, and procedures. It also lists additional quality management resources such as ebooks, templates, forms, and interview questions. The main sections cover the contents of a quality manual, quality management tools like Ishikawa diagrams and histograms, and control charts. Related topics like ISO 9001 certification and requirements are also listed.
The document provides information about ISO 9001:2000/2008 standards including forms, checklists, and procedures to assist with implementation. It also lists additional quality management resources such as eBooks, templates, forms, interview questions, and KPIs. The document then covers the contents and requirements of ISO 9001, and describes several quality management tools including Ishikawa diagrams, histograms, Pareto charts, scatter plots, check sheets, and control charts.
The document provides information about ISO 9001 certification in Ireland, including forms, checklists, and procedures needed. It also lists quality management tools like Ishikawa diagrams, histograms, Pareto charts, scatter plots, check sheets, and control charts that can be used for ISO 9001. Finally, it mentions other related topics to ISO 9001 certification in Ireland such as the certification process, requirements, training, and manuals.
The document provides an overview of ISO 9001 certification and its requirements, including providing consistent products that meet regulatory and customer requirements. It also lists several quality management tools used in ISO 9001 such as control charts, histograms, Pareto charts, and check sheets. Finally, it mentions additional topics related to ISO 9001 certification such as the certification process, standards, and training.
The document provides information on how to implement ISO 9001 including how to develop ISO 9001 forms, procedures, and checklists. It lists various quality management tools that can be used for ISO 9001 implementation like Ishikawa diagrams, histograms, Pareto charts, scatter plots, check sheets, and control charts. Additional resources are referenced for ISO 9001 implementation including free ebooks, templates, forms, interview questions, and related topics.
The ISO 9000 series is a set of international standards for quality management and quality assurance. ISO 9000 can help companies satisfy customers, meet regulatory requirements, and achieve continual improvement. The document then provides information on various quality management tools that are relevant to ISO 9001 such as Ishikawa diagrams, histograms, Pareto charts, scatter plots, check sheets, and control charts. It also lists additional related topics to ISO 9001 standard including certification, requirements, training, audits, and manuals.
The document discusses ISO 9001 forms and provides information on various quality management tools and forms that can be used for ISO 9001 implementation and certification, including checklists, control charts, histograms, Pareto charts, scatter plots, check sheets, and Ishikawa diagrams. It also lists additional topics related to ISO 9001 forms and provides links to quality management websites with templates, ebooks, and other resources. The forms and tools can help organizations properly document processes, identify sources of variation, and ensure all ISO 9001 requirements are followed.
This document provides information about ISO 9001 certification in India. It includes ISO 9001 forms, checklists, and procedures. It also lists quality management tools like Ishikawa diagrams, histograms, Pareto charts, scatter plots, check sheets, and control charts. Finally, it provides additional topics related to ISO 9001 certification in India like the certification process, requirements, and cost.
The document discusses an ISO 9001 lead auditor course that teaches the principles and practices of quality management system audits according to ISO standards through classroom tutorials, role-playing exercises, and discussions. It also provides an overview of quality management tools like Ishikawa diagrams, histograms, Pareto charts, scatter plots, check sheets, and control charts. Finally, it lists additional topics related to ISO 9001 certification and auditing.
The document provides information on how to become ISO 9001 certified including undergoing a two-phase audit by an accredited certifying body to obtain initial certification, after which annual surveillance audits are required to maintain compliance. It also lists various quality management tools used in the ISO 9001 certification process such as Ishikawa diagrams, histograms, Pareto charts, scatter plots, check sheets, and control charts. Other related topics around ISO 9001 certification requirements and procedures are also referenced.
The document provides information about becoming an ISO 9001 auditor, including the necessary competencies and skills such as proficiently planning and performing audits according to ISO 9001 standards. It also lists several quality management tools that auditors should understand, such as Ishikawa diagrams, histograms, Pareto charts, scatter plots, check sheets, and control charts. Finally, it mentions additional related topics that an ISO 9001 auditor may need to know about.
The document discusses ISO 9001 gap analysis, including what a gap analysis entails and comparing a quality system to ISO 9001 requirements to identify differences. It also provides examples of quality management tools that can be used in a gap analysis, such as Ishikawa diagrams, histograms, Pareto charts, scatter plots, check sheets, and control charts. Additional related topics to ISO 9001 gap analysis are also listed.
This document provides information about ISO 9001 audits, including audit forms, checklists, and procedures. It discusses the contents of ISO 9001 audits and describes quality management tools like Ishikawa diagrams, histograms, Pareto charts, scatter plots, check sheets, and control charts. Other related topics like ISO 9001 certification, requirements, training, and standards are also listed.
The document provides information about ISO 9001 registration, including forms, checklists, and procedures needed for registration. It also lists several quality management tools like Ishikawa diagrams, histograms, Pareto charts, scatter plots, check sheets, and control charts that can be used for ISO 9001. Finally, it mentions some additional topics that are related to ISO 9001 registration such as certification, requirements, training, and auditing.
This document provides information about ISO 9001 certification training, including forms, checklists, and procedures related to the training. It discusses the requirements of ISO 9001 certification and how the training provides knowledge to help organizations achieve quality management system certification. Examples of quality management tools that can be used as part of an ISO 9001 system are also outlined, such as Ishikawa diagrams, histograms, Pareto charts, scatter plots, check sheets, and control charts. Additional related topics for ISO 9001 certification training are listed.
This document provides an overview of ISO 9001 quality standards. It discusses what ISO 9001 is and how it can help businesses improve performance through establishing best practices. The document also outlines several quality management tools used in ISO 9001, including Ishikawa diagrams, histograms, Pareto charts, scatter plots, check sheets, and control charts. Additional related topics about ISO 9001 certification, requirements, training, and more are listed.
The document provides information about ISO 9001 templates including template forms, checklists, and procedures to implement or improve a quality management system, and discusses several quality management tools like Ishikawa diagrams, histograms, Pareto charts, scatter plots, check sheets, and control charts that can be used with the templates. It also lists additional related topics for ISO 9001 templates and provides links to free eBooks, templates, forms, and other quality management resources.
The document discusses an ISO 9001 internal auditor course, including its objectives to review the requirements of ISO 9001 and enable employees to plan and conduct internal audits. It also lists several quality management tools that are part of the course, such as Ishikawa diagrams, histograms, Pareto charts, scatter plots, check sheets, and control charts. Finally, it provides additional related topics about ISO 9001 certification and requirements.
The document provides information about ISO 9001 manuals including sample templates that have been generically completed for operations at a Materials Recovery Facility. It also lists and describes several quality management tools such as Ishikawa diagrams, histograms, Pareto charts, scatter plots, check sheets, and control charts. Finally, it lists additional related topics to ISO 9001 manuals such as certification, requirements, training, auditing, and procedures.
The document discusses ISO 9001 templates and provides information on template contents and features, including example ISO 9001 documents and forms. It also outlines several quality management tools used in ISO 9001 such as Ishikawa diagrams, histograms, Pareto charts, scatter plots, check sheets, and control charts. Other related topics like ISO 9001 certification, requirements, training, and standards are also listed.
The document provides information about ISO 9001 quality management standards including forms, checklists, and procedures to ensure organizations meet customer needs and regulatory requirements, and lists several quality management tools like control charts, histograms, Pareto charts, and scatter plots that can be used to identify factors affecting quality and process performance. It also mentions topics related to ISO 9001 certification such as requirements, training, auditing, and manuals.
This document provides information about ISO 9001 procedure templates, including sample template forms, checklists, and procedures. It discusses ISO 9001 template contents, quality management tools like Ishikawa diagrams, histograms, Pareto charts, scatter plots, and check sheets. Control charts are also explained. Finally, other related topics to ISO 9001 procedure templates are listed.
This document provides information about sample ISO 9001 quality manuals, including sample forms, checklists, and procedures. It also lists additional quality management resources such as ebooks, templates, forms, and interview questions. The main sections cover the contents of a quality manual, quality management tools like Ishikawa diagrams and histograms, and control charts. Related topics like ISO 9001 certification and requirements are also listed.
The document provides information about ISO 9001:2000/2008 standards including forms, checklists, and procedures to assist with implementation. It also lists additional quality management resources such as eBooks, templates, forms, interview questions, and KPIs. The document then covers the contents and requirements of ISO 9001, and describes several quality management tools including Ishikawa diagrams, histograms, Pareto charts, scatter plots, check sheets, and control charts.
The document provides information about ISO 9001 certification in Ireland, including forms, checklists, and procedures needed. It also lists quality management tools like Ishikawa diagrams, histograms, Pareto charts, scatter plots, check sheets, and control charts that can be used for ISO 9001. Finally, it mentions other related topics to ISO 9001 certification in Ireland such as the certification process, requirements, training, and manuals.
The document provides an overview of ISO 9001 certification and its requirements, including providing consistent products that meet regulatory and customer requirements. It also lists several quality management tools used in ISO 9001 such as control charts, histograms, Pareto charts, and check sheets. Finally, it mentions additional topics related to ISO 9001 certification such as the certification process, standards, and training.
The document provides information on how to implement ISO 9001 including how to develop ISO 9001 forms, procedures, and checklists. It lists various quality management tools that can be used for ISO 9001 implementation like Ishikawa diagrams, histograms, Pareto charts, scatter plots, check sheets, and control charts. Additional resources are referenced for ISO 9001 implementation including free ebooks, templates, forms, interview questions, and related topics.
The ISO 9000 series is a set of international standards for quality management and quality assurance. ISO 9000 can help companies satisfy customers, meet regulatory requirements, and achieve continual improvement. The document then provides information on various quality management tools that are relevant to ISO 9001 such as Ishikawa diagrams, histograms, Pareto charts, scatter plots, check sheets, and control charts. It also lists additional related topics to ISO 9001 standard including certification, requirements, training, audits, and manuals.
The document discusses ISO 9001 forms and provides information on various quality management tools and forms that can be used for ISO 9001 implementation and certification, including checklists, control charts, histograms, Pareto charts, scatter plots, check sheets, and Ishikawa diagrams. It also lists additional topics related to ISO 9001 forms and provides links to quality management websites with templates, ebooks, and other resources. The forms and tools can help organizations properly document processes, identify sources of variation, and ensure all ISO 9001 requirements are followed.
This document provides information about ISO 9001 certification in India. It includes ISO 9001 forms, checklists, and procedures. It also lists quality management tools like Ishikawa diagrams, histograms, Pareto charts, scatter plots, check sheets, and control charts. Finally, it provides additional topics related to ISO 9001 certification in India like the certification process, requirements, and cost.
The document discusses an ISO 9001 lead auditor course that teaches the principles and practices of quality management system audits according to ISO standards through classroom tutorials, role-playing exercises, and discussions. It also provides an overview of quality management tools like Ishikawa diagrams, histograms, Pareto charts, scatter plots, check sheets, and control charts. Finally, it lists additional topics related to ISO 9001 certification and auditing.
The document provides information on how to become ISO 9001 certified including undergoing a two-phase audit by an accredited certifying body to obtain initial certification, after which annual surveillance audits are required to maintain compliance. It also lists various quality management tools used in the ISO 9001 certification process such as Ishikawa diagrams, histograms, Pareto charts, scatter plots, check sheets, and control charts. Other related topics around ISO 9001 certification requirements and procedures are also referenced.
The document provides information about becoming an ISO 9001 auditor, including the necessary competencies and skills such as proficiently planning and performing audits according to ISO 9001 standards. It also lists several quality management tools that auditors should understand, such as Ishikawa diagrams, histograms, Pareto charts, scatter plots, check sheets, and control charts. Finally, it mentions additional related topics that an ISO 9001 auditor may need to know about.
The document discusses ISO 9001 gap analysis, including what a gap analysis entails and comparing a quality system to ISO 9001 requirements to identify differences. It also provides examples of quality management tools that can be used in a gap analysis, such as Ishikawa diagrams, histograms, Pareto charts, scatter plots, check sheets, and control charts. Additional related topics to ISO 9001 gap analysis are also listed.
This document provides information about ISO 9001 audits, including audit forms, checklists, and procedures. It discusses the contents of ISO 9001 audits and describes quality management tools like Ishikawa diagrams, histograms, Pareto charts, scatter plots, check sheets, and control charts. Other related topics like ISO 9001 certification, requirements, training, and standards are also listed.
The document discusses ISO 9001 accreditation bodies, providing information on forms, checklists, and procedures related to accreditation. It also lists additional quality management resources and tools such as Ishikawa diagrams, histograms, Pareto charts, scatter plots, check sheets, and control charts. Other related topics to ISO 9001 accreditation bodies are also listed for download.
This document provides information about ISO 9001 consultancy, including forms, checklists, and procedures. It discusses the benefits of ISO 9001 certification such as international recognition and commitment to quality standards. The consultancy firm IMSM can help businesses obtain ISO 9001 certification through a flexible process to produce tailored quality procedures. The document also lists and describes several quality management tools used in ISO 9001 including Ishikawa diagrams, histograms, Pareto charts, scatter plots, check sheets, and control charts. Finally, it lists other related topics to ISO 9001 consultancy.
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The document provides information about ISO 9001 certification including forms, checklists, and procedures needed. It also lists quality management tools like Ishikawa diagrams, histograms, Pareto charts, scatter plots, check sheets, and control charts. Finally, it mentions additional topics related to ISO 9001 certification requirements, training, auditing, and the certification process.
The document provides information about ISO 9001 standards including forms, checklists, and procedures. It discusses the benefits of ISO 9001 certification such as helping organizations achieve consistent processes and performance improvements. Quality management tools like control charts, histograms, Pareto charts, and check sheets are also explained as ways to analyze processes and identify sources of variation.
The document provides information and resources to help with ISO 9001 implementation, including ISO 9001 forms, checklists, procedures, and templates. It also outlines several quality management tools used in ISO 9001 such as Ishikawa diagrams, histograms, Pareto charts, scatter plots, check sheets, and control charts. Other related topics like ISO 9001 certification, requirements, training, and standards are also listed.
The document provides information about ISO 9001 certification and requirements for companies, including lists of useful resources on topics like templates, forms, and quality management KPIs. It also details the main contents and principles of ISO 9001, which relate to quality management systems and ensuring customer needs are met. Quality management tools like Ishikawa diagrams, histograms, Pareto charts, scatter plots, check sheets, and control charts are also explained.
The document provides information on how to obtain ISO 9001 certification including forms, checklists, and procedures. It discusses the benefits of ISO 9001 certification such as demonstrating adherence to quality standards that clients and partners recognize. Quality management tools like Ishikawa diagrams, histograms, Pareto charts, scatter plots, check sheets, and control charts are also summarized. Finally, other related topics to ISO 9001 certification are listed.
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This document provides information about ISO 9001 quality management standards. It discusses what ISO 9001 is, how it can help businesses standardize and improve their quality processes, and some common quality management tools used in ISO 9001 implementation like Ishikawa diagrams, histograms, Pareto charts, scatter plots, check sheets, and control charts. The document also includes links to additional ISO 9001 resources and lists related topics like certification, requirements, training, auditing and more.
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The document discusses ISO 9001 audit training, providing information on forms, checklists, and procedures for ISO 9001 audits. It also lists quality management tools like Ishikawa diagrams, histograms, Pareto charts, scatter plots, check sheets, and control charts that are useful for quality audits. The document recommends additional reading materials and topics related to ISO 9001 certification and auditing.
The document provides information about ISO 9001 courses, including an introduction to the standard and certification process. It also lists several quality management tools used in ISO 9001 such as Ishikawa diagrams, histograms, Pareto charts, scatter plots, check sheets, and control charts. Additional related topics like certification, requirements, training, and checklists are also referenced.
The document discusses ISO 9001 quality management including a quality policy, requirements for quality policies, and quality management tools like Ishikawa diagrams, histograms, Pareto charts, scatter plots, check sheets, and control charts. It also lists additional topics related to ISO 9001 quality management certification, requirements, training, auditing, and more. The quality management tools are statistical methods used to identify sources of variation and determine whether a process is stable and operating as intended.
The document discusses ISO 9001 certification and provides information about certification companies, including forms, checklists, and procedures needed. It also lists quality management tools like Ishikawa diagrams, histograms, Pareto charts, scatter plots, check sheets, and control charts that are relevant for ISO 9001 certification. Other related topics like certification requirements, training, and standards are also mentioned.
1. Iso 9001 ukas
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I. Contents of iso 9001 ukas
==================
ISO 9001:2008 is an international standard that defines the requirements for a quality management
system, the system by which your company can ensure that all of your processes are controlled and
repeatable to ensure the quality of your products and services.
Your processes are normally controlled through the presence of and the audit of written quality
ISO9001 procedures which define what has to be done.ISO 9001:2008 defines best practice for
each process within your organization to ensure control, however it only defines 6 mandatory
procedures that you must have;
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III. Quality management tools
2. 1. Ishikawa diagram
Ishikawa diagrams (also called fishbone diagrams,
herringbone diagrams, cause-and-effect diagrams, or
Fishikawa) are causal diagrams created by Kaoru
Ishikawa (1968) that show the causes of a specific
event.[1][2] Common uses of the Ishikawa diagram are
product design and quality defect prevention, to identify
potential factors causing an overall effect. Each cause or
reason for imperfection is a source of variation. Causes
are usually grouped into major categories to identify these
sources of variation. The categories typically include
ï‚· People: Anyone involved with the process
ï‚· Methods: How the process is performed and the
specific requirements for doing it, such as policies,
procedures, rules, regulations and laws
ï‚· Machines: Any equipment, computers, tools, etc.
required to accomplish the job
ï‚· Materials: Raw materials, parts, pens, paper, etc.
used to produce the final product
ï‚· Measurements: Data generated from the process
that are used to evaluate its quality
ï‚· Environment: The conditions, such as location,
time, temperature, and culture in which the process
operates
2. Histogram method
3. A histogram is a graphical representation of the
distribution of data. It is an estimate of the probability
distribution of a continuous variable (quantitative
variable) and was first introduced by Karl Pearson.[1] To
construct a histogram, the first step is to "bin" the range of
values -- that is, divide the entire range of values into a
series of small intervals -- and then count how many
values fall into each interval. A rectangle is drawn with
height proportional to the count and width equal to the bin
size, so that rectangles abut each other. A histogram may
also be normalized displaying relative frequencies. It then
shows the proportion of cases that fall into each of several
categories, with the sum of the heights equaling 1. The
bins are usually specified as consecutive, non-overlapping
intervals of a variable. The bins (intervals) must be
adjacent, and usually equal size.[2] The rectangles of a
histogram are drawn so that they touch each other to
indicate that the original variable is continuous.[3]
3. Pareto chart
A Pareto chart, named after Vilfredo Pareto, is a type
of chart that contains both bars and a line graph, where
individual values are represented in descending order
by bars, and the cumulative total is represented by the
line.
The left vertical axis is the frequency of occurrence,
but it can alternatively represent cost or another
important unit of measure. The right vertical axis is
the cumulative percentage of the total number of
occurrences, total cost, or total of the particular unit of
measure. Because the reasons are in decreasing order,
the cumulative function is a concave function. To take
the example above, in order to lower the amount of
late arrivals by 78%, it is sufficient to solve the first
three issues.
The purpose of the Pareto chart is to highlight the
most important among a (typically large) set of
4. factors. In quality control, it often represents the most
common sources of defects, the highest occurring type
of defect, or the most frequent reasons for customer
complaints, and so on. Wilkinson (2006) devised an
algorithm for producing statistically based acceptance
limits (similar to confidence intervals) for each bar in
the Pareto chart.
4. Scatter plot Method
A scatter plot, scatterplot, or scattergraph is a type of
mathematical diagram using Cartesian coordinates to
display values for two variables for a set of data.
The data is displayed as a collection of points, each
having the value of one variable determining the position
on the horizontal axis and the value of the other variable
determining the position on the vertical axis.[2] This kind
of plot is also called a scatter chart, scattergram, scatter
diagram,[3] or scatter graph.
A scatter plot is used when a variable exists that is under
the control of the experimenter. If a parameter exists that
is systematically incremented and/or decremented by the
other, it is called the control parameter or independent
variable and is customarily plotted along the horizontal
axis. The measured or dependent variable is customarily
plotted along the vertical axis. If no dependent variable
exists, either type of variable can be plotted on either axis
and a scatter plot will illustrate only the degree of
correlation (not causation) between two variables.
A scatter plot can suggest various kinds of correlations
between variables with a certain confidence interval. For
example, weight and height, weight would be on x axis
and height would be on the y axis. Correlations may be
positive (rising), negative (falling), or null (uncorrelated).
If the pattern of dots slopes from lower left to upper right,
it suggests a positive correlation between the variables
being studied. If the pattern of dots slopes from upper left
to lower right, it suggests a negative correlation. A line of
best fit (alternatively called 'trendline') can be drawn in
5. order to study the correlation between the variables. An
equation for the correlation between the variables can be
determined by established best-fit procedures. For a linear
correlation, the best-fit procedure is known as linear
regression and is guaranteed to generate a correct solution
in a finite time. No universal best-fit procedure is
guaranteed to generate a correct solution for arbitrary
relationships. A scatter plot is also very useful when we
wish to see how two comparable data sets agree with each
other. In this case, an identity line, i.e., a y=x line, or an
1:1 line, is often drawn as a reference. The more the two
data sets agree, the more the scatters tend to concentrate in
the vicinity of the identity line; if the two data sets are
numerically identical, the scatters fall on the identity line
exactly.
5. Check sheet
The check sheet is a form (document) used to collect data
in real time at the location where the data is generated.
The data it captures can be quantitative or qualitative.
When the information is quantitative, the check sheet is
sometimes called a tally sheet.
The defining characteristic of a check sheet is that data
are recorded by making marks ("checks") on it. A typical
check sheet is divided into regions, and marks made in
different regions have different significance. Data are
read by observing the location and number of marks on
the sheet.
Check sheets typically employ a heading that answers the
Five Ws:
ï‚· Who filled out the check sheet
ï‚· What was collected (what each check represents,
an identifying batch or lot number)
ï‚· Where the collection took place (facility, room,
apparatus)
ï‚· When the collection took place (hour, shift, day
of the week)
6. ï‚· Why the data were collected
6. Control chart
Control charts, also known as Shewhart charts
(after Walter A. Shewhart) or process-behavior
charts, in statistical process control are tools used
to determine if a manufacturing or business
process is in a state of statistical control.
If analysis of the control chart indicates that the
process is currently under control (i.e., is stable,
with variation only coming from sources common
to the process), then no corrections or changes to
process control parameters are needed or desired.
In addition, data from the process can be used to
predict the future performance of the process. If
the chart indicates that the monitored process is
not in control, analysis of the chart can help
determine the sources of variation, as this will
result in degraded process performance.[1] A
process that is stable but operating outside of
desired (specification) limits (e.g., scrap rates
may be in statistical control but above desired
limits) needs to be improved through a deliberate
effort to understand the causes of current
performance and fundamentally improve the
process.
The control chart is one of the seven basic tools of
quality control.[3] Typically control charts are
used for time-series data, though they can be used
for data that have logical comparability (i.e. you
want to compare samples that were taken all at
the same time, or the performance of different
individuals), however the type of chart used to do
this requires consideration.
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