Statistics Course

Basic Statistics

Introduction:
Statistics and statistical methods play a major role in the work environment, in areas such as engineering, R&D and QA. It is very important that people are comfortable with reading statistics and using statistical methods in their daily work environment. Statistics is also an important tool within the Six Sigma toolbox for effective Six Sigma implementation. This specially customised 2-day training will give participants the fundamental knowledge and understanding of basic statistics and statistical methods.

Duration: 2 Days

Programme Objectives:
The training will enable participants to understand and appreciate the fundamentals of statistics and statistical methods and to equip them with the knowledge and skills to be able to perform basic data analysis in their daily work environment.

Programme Outline:

Basic Descriptive Statistics
– Numerical Analysis
– Graphical Analysis

Assessing and handling of Normality of Data

Confidence Intervals

Measurement Systems Analysis (MSA) (both continuous and attribute MSA)

Capability Analysis

Introduction to Hypothesis Testing
Hypothesis Test for Mean
– 1 and 2 Sample Test (t & Z test)
– Handling Non-normal data
– Data Transformation
– Non-parametric test
– Power and Sample Size Calculation
– ANOVA

Hypothesis Test for Variation
– 1 Sample Chi-sq Test
– 2 Sample F Test
– Multiple sample – Bartlett’s and Levene’s Test

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