demo of statistical techniques

M102- DEMO OF STATISTICAL TECHNIQUES TRAINING PRESENTATION KIT

Buy: http://www.globalmanagergroup.com/statistical.htm

www.globalmanagergroup.com E mail [email protected] Tele: +91-79-2656 5405 of 8

No of slides: 430 The entire presentation kit has 2 main directories as below.

Statistical Technique

Literature (Word Files)

Presentation (Power point Slides)

Programs

7qc QTY 01 Overview 02 Data Sheet 03 Bar chart 04 Cause effect 05 Pareto 06 Process flow 07 Scatter diagram 08 Control chart

Sampling

01 overview 02 quant ana 7tools 03 qualit ana & other 04 example all tools Annexure-1 Cover page

Quality tech 09 String 10 Activity diag 11 Affinity 12 Tree diag 13 Matrix dia 14 NGT 15 PDPC 16 Others 17 CP &CPK

FMEA

Others 18 Hypothesis testing 19 Probability 20 Prosolve 21 Benchmarking 22 Meet manag tool 23 Terminology 24 Summary Gauge R&R Triz

Chapter-1.0 CONTENTS OF STATISTICAL TECHNIQUES TRAINING PRESENTATION

http://www.globalmanagergroup.com/statistical.htm




PART-1 Topic wise Number of slides in Presentation

Part A Programs Sr. No. Title of Slides No of Slide

1. Introduction 29 2. Data Sheet 07 3. Bar Chart 22 4. Cause Effect Diagram 16 5. Pareto Diagram 15 6. Process Flowchart 15 7. Scatter Diagram 22 8. Control charts 42 9. String Diagram 05 10. Activity Network 08 11. Affinity Diagrams 06 12. Tree Diagram 07 13. Matrix Diagram 11 14. Nominal group techniques 09 15. Process Decision Program Chart 14 16. Other Tools 43 17. Process Capability 12 18. Failure Mode & Effects Analysis 11 19. Probability 15 20. Problem Solving 13 21. Benchmarking 10 22. Meeting Management Tools 11 23. Quality Engineering Terminology 18 24. Hypothesis Testing 34 25. Gauge R&R 06 26. Theory Of Inventive Problem Solving 06 27. Sampling 12 28. Summary 15

Total No. of Slides 434

PART-A Presentation: - Under this directory further files are made in power point presentation as per the chapter listed below. Such ready-made PowerPoint slides are useful for conducting in-house training program by you. • Topic wise Power Point presentation in 24 modules as listed below.





01. Overview (35 slides) It covers what Statistical techniques are, how to use, it’s benefits, analysis, data collection and planning.

02. Data sheet (07 slides) It covers purpose of check sheet and how to use it, describe in detail with examples. 03. Bar chart (22 slides) It covers what and why Bar chart is, how to use it, types and sub types of bar charts with description in detail with example. 04. Cause effect (16 slides) It covers what, when and why Cause Effect is, how to use it with description in detail with example. 05. Pareto (15 slides) It covers what and why Pareto is, how to use it with description in detail with example and diagram. 06. Process flow (15 slides) It covers what and why Process Flow is, how and when to use it with description in detail with example and process flow diagram. 07. Scatter diagram (22slides) It covers what and why Scatter Diagram is, how to understand and do it, with Description in detail with example. 08. Control chart (46 slides) It covers what and why control chart is, how to use it, advantages and disadvantages, selection process of control chart, with description in detail with example. Sampling (12 slides) It covers what and why sampling is, when to sample, types and approach of sampling in detail with example, how determine the sampling size describe in proper manner, 09. String (05 slides) It covers what and why String is, how to use it with description in detail with example.





10. Activity diagram (09 slides) It covers what and why Activity Diagram is, how to use it with description in detail with example. 11. Affinity (06 slides) It covers what and why Affinity is, how to use it with description in detail with example. 12. Tree diagram (08 slides) It covers what and why Tree Diagram is, how to use it with description in detail with example. (12 slides) 13. Matrix diagram (13 slides) It covers what and why Matrix Diagram is, how to use it, how do you satisfy the customer want, with description in detail. 14. Nominal group technique (09 slides) It covers what and why Nominal group technique is, how to use it with description in detail with example. 15. PDPC (14 slides) It covers what and why PDPC is, how to use it, how risk exposure calculates, with description in detail with example. 16. Others (43 slides) It covers what and why others tools are, how to use them, steps for planning and designing an experiment, statistical methods for quality control and improvement and brain storming describe in understandable ways. 17. Cp & CPk (14 Slides) It covers what and why Cp & CPk are, how to use them with description in detail with example FMEA (failure mode and effects analysis). (11 slides) It covers what FMEA is and it’s principles, how to calculating RPN (rick priority number), tangible and intangible benefits and analytical approach. 18. Hypothesis testing (34 slides) It covers what and why Hypothesis testing is, ideas, how to write hypothesis, when to accept, which methods to use, what types and selection criteria are, how Minitab software operate, different of test like t test, ANNOVA, chi square and how to use it with detail description and suitable examples.





19. Probability (15 slides) It covers what and why Probability is, how select process (with or without replacement), and probability distribution with description in detail with suitable example. 20. Problem solving (13 slides) It covers what and why Problem solving is, mode of thinking, description and analysis methods of problem solving, how to use it with description in detail with example. 21. Benchmarking (10 slides) It covers what, why and when to Benchmarking is, perquisites and how to use it with description in detail. 22. Meeting Management tool (11 slides) It covers why and when to use it, how agenda make and how to evaluate meeting with description in detail. 23. Terminologies (18 slides) It covers what and why Terminologies are, types of sampling, how to use it with sampling schemes and description in detail. 24. Summary (15 slides) It covers data collections, charts, application tools, guidelines, steps and analysis as a summary point of view. Gauge R&R (06 slides) It covers what Measurement system analysis is, what are the terms of MSA, methods for performing gauge r & r analysis. Triz (06 slides) It covers theory of problem solving and key concepts.





Part-2 Literature: - This topic covers write up for the ready reference to the trainee for understanding and reading.

It is given in word. You may also use it for further reading and circulations within the participants.

Chapter No. SECTION

1. Overview of statistical techniques 2. The 7 Statistical tools used for Quantitative analysis 3. The Qualitative Statistical tools and other tools (Total more 20 tools) 4. Example of statistical tools 5. Annexure-1 Terminology





Global manager group is a progressive company and promoted by a group of qualified engineers and management graduates having rich experience of 20 years in ISO consultancy and management areas. The company serves the global customers through on-site and off-site modes of service delivery systems. We offer a full range of consulting services geared towards helping all types of organizations to achieve competitiveness, certifications and compliance to international standards and regulations. So far we had more than 900 clients in more than 35 countries. Our ready made training and editable document kit helps the client in making their documents easy and make them complying to related ISO standard faster.

1. Our promoters and engineers have experience of more than 900 companies globally for management training, ISO series consultancy. We had clients in more than 35 countries.

2. Highly qualified 40 team members (M.B.A., Degree engineers) and owner is having rich professional experience (since 1991).

3. We have 100% success rate for ISO series certification of our clients from reputed certifying body and branded image and leading name in the market.

4. Suggest continual improvement and cost reduction measures as well as highly informative training presentations and other products gives payback within 2 months against our cost.

5. So far more than 50000 employees are trained by us in ISO series certification. 6. We had spent more than 60000 man-days (170 man years) in preparing ISO

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any areas of management to make their house in proper manner 6. To establish strong internal control with the help of system and use of the latest

management techniques

Chapter-2.0 About Company





3.1 Hardware and Software Requirements

A. Hardware: -

• Our document kit can be better performed with the help of P3 and above computers with a minimum 10 GB hard disk space.

• For better visual impact of the power point documentation you may keep the setting of colour image at high colour.

B. Software used in Documentation kit

• Documents written in word 98 and window 2000 programs. You are therefore required to have office 2000 or above with word 98 or above and power point

3.2 Features of Training kit: -

• Contains all necessary documents as listed above and comply with the requirements of latest management concepts and more than 1000 man days (9000 hours)

• Written in Plain English

• It will save much time in typing and preparation of training material and slides alone.

• User-friendly and easy to learn.

• Developed under the guidance of experienced experts having experience of more than 200 companies’ latest management system implementation globally.

• Provides model of a Management system that is simple and free to establish the management concept in the laboratory.

Chapter-3.0 USER FUNCTION


Visit us at www.globalmanagergroup.com E mail: [email protected] Tele: +91-79-2656 5405


What is statistics?It is a scientific and mathematical technique for data analysis and data presentation.A tool for analyzing and making inferences from a dataset.Shorthand way of comparing dataA way to make conclusions based on quantitative information


Approaches for samplingApproaches for

sampling

Process Population

Systematic sampling

Rational sub grouping Random

samplingStratified random

sampling

Measurement of AC room

temperature. collect one data

point every 1 hour for the entire day.

While studying the arrival rate of documents as

dispatched by the customer. The entire

day is split up into quadrants, rational

being the arrival rate of documents is similar within each quadrant and different between

quadrants

Survey across our organization to know what percentage of our employees have visited the intranet in

last 7 days. Selected employees from population at random and collect

data

Average cycle time for LC issuance

process of different countries. Each country is a strata (segment). Collect Random data from each

strata.


NORMAL DISTRIBUTION

MEAN

MEDIAN

MODE

-- ∞ + ∞

MATHEMATICAL MODEL

CONTINUOUS

SMOOTH

SYMETRICAL

TAILS ASYMPTOTIC TO X- AXIS

BELL SHAPED

MEAN = MADIAN = MODE

TOTAL AREA UNDER CURVE = 1

70 80 90 100 110 120 130

NORMAL DISTRBUTION = 100 AND STANDARD DEVIATION =10

1 UNIT OF

STANDARDDEVIATION


1. Histograms (Growth In Turnover).

Horizontal bar chartsShow bars horizontally, rather than vertically allowing bar labels to be written in the more readable horizontal plan.

This is particularly useful when there are long bar tables.

Horizontal Bar Chart

0 5 10 15 20 25

year1

year2

year3

cba


RM 500

Ressources 400

Machine 335

Maint. 115

Other 250

Departmentwise Cost Analysis

RMResourcesMachineMaint.Other

4. PIE CHART


Do nothing or reduce specification limits. No inspection necessary

Very capableGreater than 3

Do nothing or some process improvement. Dependent on

sample size.CapableBetween 1 and

2

Improve be reducing common causes of variation

in process variables. Use 100% inspection

IncapableLess than 1

ActionCapabilityValue of Cpk

Interpret the values of Cpk


• Xbar R Method

1. Typically used in automobile industry

2. Extreme values affect the method

3. Short & long method

→ Short method does not measure operator and equipment variability separately

→ Long method measures operator and equipment variability separately

• Anova Method

1. Measures operator & equipment variability separately as well as combined effect of operator & parts

2. More effective when extreme value are present

3. Most tedious to perform manual calculations

Methods of performing Gauge R&R Studies


Application of tools :* = Strong Pictorial Non - pictorial

Tool Numeric Non-numeric Numeric Non-

numeric

Activity network *

Affinity diagram *

Bar chart *

Brainstorming *

Cause-effect diagramme *

Check sheet *

Control chart *

Decision treeDesign of experiments *

Flow process chart *

Gantt-chart *

Histogram *


Steps for installation of system for statistical analysis

Identify data to be analyses monthly

Form task force and apply statistical techniques

Submit monthly statistical analysis report to management with actions needed

Discuss results in sa review meetings.

Once in 3 months review scope of addition of any new techniques or data to be analyses.

Identify any adhoc study to be taken up and analysis to be done

Review effectiveness of use of statistical techniques as well as improvement trend.




4.0 Benefits of using our presentation kit? 1. By using these documents, you can save a lot of your precious time while preparing

the management training areas presentation. 2. Take care for all the section and sub sections in implementation of latest

management concepts and helps you in establishing better system. 3. The user can modify the presentations as per their industry need and create own

management training presentation for their organization 4. Ready made templates and sample documents are available which can reduce your

time in slide preparation 5. Save much time and cost in conducting training programs 6. You will get better control in your system due to our proven training presentation

material.

For purchase visit our web site: http://www.globalmanagergroup.com/statistical.htm

Chapter-4.0 BENEFITS OF USING OUR TRAINING KIT



demo of statistical techniques

Documents

title of slides

pareto diagram

cause effect diagram

entire presentation

tree diagram

string diagram

scatter diagram

matrix diagram