Statistical Analysis Tools Training Courses Malaysia .pdf

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Title: Lean Six Sigma Statistical Analysis Tools Training Malaysia

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 Tailored To Your Training Needs 

Lean Six Sigma
Statistical Analysis Tools in
Six Sigma (SATSS)
INTRODUCTION


This programme is designed by Six Sigma
Practitioners who found the most appropriate
Statistical Tools to be used for Process Improvement
Projects.



This programme draws case studies and examples
from all business sectors ranging from transactional
to manufacturing.

Duration = 3 Days



This programme is aimed at participants who are
working on improvement projects to analyse data
using the most useful statistical tools, that are
quantitative and intense, necessary for those
determined to minimize corporate waste and
maximise operational efficiency.



This programme would help participants in
describing data both graphically and numerically,
whilst focusing on concepts, applications and
interpretations of the tools used during the
DMAIC stages.

COURSE CONTENT / CURRICULUM

DAY 1: CONTINUOUS DATA TOOLS
 Type 1 & Type 2 error
 Degree of Freedom








Power and Sample Size
1 Sample t-Test
2 Sample t-Test
Paired t-Test
One way ANOVA
Two way ANOVA
Test of Equal Variance (TOEV) Tables

DAY 2: CONTINUOUS DATA TOOLS
 Correlation Analysis


Simple Linear Regression
 Multiple Regression
 Best Subset Regression

Additional Curriculum:
(Over 3 Days)
 Hypothesis Testing
 Sigma Value / Z-Bench
 Graphical Tools for Statistics
 Pareto Charts
 Box Plots
 Run Charts
 Dot Plots
 Scatter Plots
 Matrix Plots
 Histograms
 Time Series Plots



General Liner Model (GLM)
 Binary Logistics Regression


Ordinal Logistics Regression
 Nominal Logistics Regression
DAY 3: ATTRIBUTE DATA TOOLS & NONPARAMETRIC TESTS
 1 Proportion Test
 2 Proportion Test


Chi-Square Test



1 Sample-Wilcoxon Test
 Mann-Whitney Test


Kruskal-Wallis Test

For further details, or clarification, kindly contact Aaron SF and send your e-mail to aaron@malaysia-training.com


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