PIFEI®: Applied Stats SME

by Blackberry &

Industrial Statistics Data Analysis Training

Let´s Start

Hi. We are Blackberry&Cross ®

Helping companies to improve and innovate

This presentation is made with the ideal of being able to initiate a dialogue that allows us to show you how we have helped dozens of companies improve their processes, reduce costs, avoid risks and have better tools and professionals. Thank you for giving us the opportunity to explore how to help you.

Omar Mora Fundador de Blackberry&Cross®

About Us

We are experts in Continuous Improvement and Innovation of industrial and business processes

We started our business journey in 2004. We aim to provide companies and professionals with methodologies and tools in order to speed up improvement and innovation; to reach new and better levels of business competitiveness. We specialize in areas such as:

What is PIFEI ® by Blackberry&Cross®

PIFEI ® by Blackberry & Cross® is the Integral Training Program in Industrial Statistics.

It is a Data Analysis Training Program, powered using Minitab® Statistical Software.

It is a program to provide specific skills in statistical tools for the identification, measurement, analysis, improvement and control of industrial and / or transactional processes.

Is PIFEI ® for You?

PIFEI was designed for the professionals, engineers and technicians dealing with variability issues as part of their problem-solving activities. If you work in food processing, medical devices, microbiology, or services, we adapt the content to make it always relevant to your needs and projects.

Then PIFEI is for you

If you are looking for a better understanding about variability, support decision on data and being able to properly select the right tools to explore a situation, then PIFEI is for you.

Our Approach

Blackberry & Cross® has worked to help companies improve business processes for more than 15 years, since 2004.

Wespecialize in corporate training that develops managers, creates teams, increases productivity and ultimately generates money.

Our philosophy is simple: we begin by observing and evaluating your specific training requirements. Our instructional and curriculumexperts then design programs to meet those needs. The key to our success? Our designers and developers are also our trainers. They know the material from end-to-end. Once the training program is implemented in the classroom or online, it is they, the designers, who modify and adjust it in response to the commentsand needs of your employees.

Your data: Your Projects

PIFEI has tens of examples and exercises.

However, we always adapt the training to use your data.

Wewill work with your managers, engineers, technicians and any other participant, in order to get access to datasets theparticipants can use and work on real, company-relevant, problems and solutions.

Confidential Agreement

• Wedo not keep copy of your data.

• Your data is yours. Only your employees will use it.

PIFEI benefits

• Some of the benefits and / or deliverables:

• PIFEI is oriented to shape the skills of your next IndustrialStatistics SME (Subject Matter Expert)

• A trained PIFEI SME is a professional able to select the right statistical approach to analyze a specific situation and provide an interpretation.

• Solve problems while you learn: close to 80% of all problems and datasets used in PIFEIare yours. Your problems will be used to develop your own SME´s experience.

• Idea hopper: during PIFEIyour SME´s will brainstorm ideas. They will create a repository of those ideas and together as team, you can prioritize how to implementsome of those ideas.

• You will get the most out of tools such as Minitab Statistical Software and/or EngineRoom

PIFEI Deliverables

• Let´s summarizesome basic deliverables you and your team will get:

• Your own Industrial Statistics Guide for S.A:I:Selection, Analysis and Interpretation, based on our PIFEI Guide.

• Pre-solved cases usingyour own data: we will list all cases used and will summarize them for your review.

• Idea hopper or Idea Wiki: a repository with potential ideas to improve or innovate in your data analysis projects, protocols and day-to-day tasks.

Some of Our clients

We have helped dozens of companies, and it is gratifying to consider the positive impact we have helped to create in their processes, in their professionals.

All brands, emblems, logos or similar are the property of their respective owners.

PIFEI Modules

PIFEI

- Data Analysis and Data Visualization

- Variable relationships: Regression

- Statistical process control and

- ANOVA and

Design of

Each module of

Module 1: Data Visualization and Data Analysis

Contents

Understanding Variability

Data Visualization

Type of data

Measuring Scales

Basic descriptive and inferential statistics as a basis for measurement and variability analysis:

Measures of central tendency

Measures of dispersion

Types of statistical error

Descriptive graphic statistics: Interpretation of:

Histograms

Box Plot

Individual Value Plot

Run Chart (randomness)

Concept: “OFAT”: one factor at a time experimentation

Statistics

rate tests

Module 2: Regression, Scatter Plots and Correlation

Contents

Variable relationships

Scatter plots

Matrix diagrams

Marginal plots

Bubble plot

Contour plots

3D graphics: Surface Plot, Contour Plot

Correlation (Pearson, Rho)

Simple linear regression

Simple quadratic regression

Simple cubic regression

Multiple regression

Stepwise regression

Multicollinearity tests (Durbin Watson)

Autocorrelation tests

Module 3: Statistical Process Control and Capability

Contents

Statistical process control

Identification of control variables

Control charts for variables:

Attribute control charts

Laney

de Laney

Process Capacity Analysis (variables)

Cp,

Confidence intervals (Pp,

Process Capability Analysis (attributes)

Binary data

data

Process Capability Analysis (non

Module 4: ANOVA and Gage R&R

Contents

Analysis of variance (ANOVA) as a case of the general linear model (GLM)

ANOVA one-way (single factor, multiple levels)

ANOVA 2-way (GLM, two factors, multiple levels per factor)

Residuals tests for ANOVA

Introduction to MSA: Gage R & R as variant ANOVA 2-way R&R crossed (non-destructive)

R&R nested (destructive)

Run chart for R&R

ANOM

Module 5: Design of Experiments

Contents

Introductionto experimental design

Design of Experiments: full factorial experiments

Design of Experiments: fractional factorial experiments

SampleSize in a Factorial DOE

Replicates and Repetitions in a factorial design

Analysis of a factorial design (accuracy and variability)

Steps for a correct execution of a DOE Factorial

Some basic info

• PIFEI can be delivered in-house, at your facility, as an instructorlead program or at BBCross facilities

• You can also use our online-real-timetraining, instructor-led.

• The minimumnumber of participants:5 people

• The maximum number of participants:15 people.

• PIFEI includes printed and/or digital manuals per module, for each participant.

• Participantswill get access to the BBCross Learning Center (Virtual Campus)where they can accesscomplementaryresources such as videos, reading, exams, and more.

• Certificate of achievement per module for each participant.

• Every participant should have accessto Minitab 18 or Minitab 19. This training program does not include software licensing.

Next Steps

• Please, let us know is you need a formal proposal.

• Wewill contact you in order to define:

• Number of participants

• Preferred date for kick-off

• Training Schedule

• Approved-Vendor-List procedures

• Payment Options and Credit Terms

• Among other commercialdetails.