Statistical Analysis using Minitab. Program Info. Statistical Analysis using Minitab

Transcription

1 Program Info Statistical Analysis using Minitab

2 Target Audience This course is designed for people from any functions of a manufacturing or service industry of any kind. No prerequisite knowledge in problem solving tools is required. Course Structure & Theme In light of the growing quality awareness and to meet the Indian industry requirements of facing globalization, SSA offers an entry level statistical analysis program. This program is a competency building program that enables you with the skill to analyze your data and improve your products and services WRT examples and data analysis, SSA uses many cases acquired during its 13 years of consulting experience. The participants are evaluated through written examinations & re-cap sessions and awarded certificates after successfully meeting the requirements. Accreditation SSA is an Authorized Provider (AP) of Continuing Education Units (CEUs) by the International Association for Continuing Education and Training (IACET). All SSA training programs meet eligibility requirements for IACET Continuing Education Units (CEUs) according to the ANSI/IACET Standard. Many organizations offer some form of continuing education credit, but only the IACET CEU is held to the strict, research-based IACET Criteria and Guidelines for Continuing Education and Training. Only IACET Authorized Providers, who undergo a strict application and sitereview process, can award the IACET CEU. The Continuing Education Unit (CEU) was created by IACET as a measurement of continuing education. One (1) IACET CEU is equal to ten (10) contact hours of participation in an organized continuing education experience under responsible sponsorship, capable direction, and qualified instruction. Under IACET's care, the IACET CEU has evolved from a quantitative measure to a hallmark of quality training and instruction. For more information on IACET, visit SSA has implemented a knowledge research & develop, and training delivery processes conforming to IACET s exacting standards. Our in-house Research & Knowledge development department follows the IACET guidelines and processes right from the time client s needs are identified till the learning outcomes are evaluated and corrective actions initiated. This includes the faculty development & monitoring. SSA has developed an exclusive RDMAIC curriculum along with supporting software training specially designed to suit Indian industries - both service and manufacturing. This curriculum along with SSA s proprietary consulting model has been validated many times across

3 several industries. The curriculum embraces the American Society for Quality (ASQ) body of knowledge. The training course keeps the engagement of the participants through teach back by participants, simulation in the class room, software hands on and frequent quiz to recap the topics covered. SSA follows the chalk-in-talk teaching method instead of overloading participants with excessive PowerPoint presentations. The concepts are driven through case studies and class room break-out sessions. Faculty SSA has a team of highly experienced Qualified Trainers who have hours of traning time spent and enjoying over 90% score in the participants feedback. These trainers are the consultants who have done more than 300 projects in Banking, Stock exchange, depository, insurance, logistics and many more service industries. SSA shall use one of these faculties for the training program. In addition to India, SSA faculties have delivered courses in many coutries outside India for audiences of various ethnic, language and cultural backgrounds. Course Duration 2 Days 16 contact hours Course Content Basics of Statistics Statistical principles Types of data Types of measures Measurement of Central Tendency o Mean o Median o Mode Measurement of variation o Range o Standard Deviation Six Sigma Metrics Building Blocks Vision of six sigma in statistics Variance and Standard Deviation o Variance o Standard Deviation o Probability distribution

4 Measure Measurement System Analysis o Objective of Measurement System Analysis o Gage R&R Attribute Agreement Analysis o Stability test o Xbar R Chart Stratify/ Screening of Data o Histogram o Time Series Plot o Pareto Chart o Box Plot o Dot Plot o Scatter Plot Normality Test o Test for Normality o Box Cox transformation Process Capability (Cp, Cpk, Ppk and Process Sigma) Analyze Fishbone (Cause & Effect) Diagram Regression Analysis o Scatter Plot o Simple Linear Regression o Multiple Linear Regression o Curvillinear Regression Multicollinearity Hypothesis Testing o One - sample t test o Two - sample t test o Paired t test ANOVA (Analysis Of Variance) o What is ANOVA o Why do we use ANOVA o One Way ANOVA Test Of Equal Variance Chi-square test Basic Power Analysis o Basic power analysis for 2-sample t test o Basic power analysis for > 2 group vriable (ANOVA)

5 Control Control Roadmap Statistical Control Charts How to Choose Control Charts Xbar R chart Individuals Chart I-MR chart P Charts NP Chart C Chart U Chart EWMA Chart Training Methodology Chalk & Talk Group discussion Group exercises Simulations Quiz Teachback sessions by participants END OF THE DOCUMENT