Statistics is an extremely powerful and useful technique to achieve, sustain and improve the quality of product. Massive volumes of data have been collected at the increasing rate in the future. The ability to handle, interpret and use data is therefore critical to the success in business in terms of decision making.
Normal Statistical Process Control can handle some of these data but not all the data. To achieve more efficient result of analysis, additional techniques for more advanced level shall be needed to make the decision making more meaningful. This course will help you to go beyond the level you have so as to get the result more efficiently. On top of this, it shows you superiority in analyzing and interpreting the data than other people.
This course will enable the participants to :
• Analyze the data more effectively.
• Interpret data in more thoroughly than other.
• Extract valid and useful information for effective decision making.
• Incorporate the philosophy of Total Quality Management through “Do it right the first time and every time”.
• Description Statistics.
• Normal Distribution
• Test of Normality
2. Hypothesis Testing
• Step of Hypothesis Testing.
• Test of Means
• Confidence Interval
• Test of Variance
• Test of Proportion
3. Other Types of Hypothesis Testing
• Chi-squared Test.
• Goodness-of-fit Test
4. Regression Analysis
• Linear regression.
• Least Square Estimate
• Study of Correlation
• Multiple Regression
• Testing of Independent Variables
• Sum of squares (SS) and F-statistics
5. Analysis of Variance (ANOVA)
• Variance of Sample Means.
• Sample F Statistics.
• Performing ANOVA.
WHO SHOULD ATTEND
This course is suitable for technical professionals such as managers, engineers, engineering assistants and those who are involved in design, development, production, manufacturing, quality, and maintenance of the product.
Participants should have basic knowledge of statistics.
AWARD OF CERTIFICATE
Certificate of Completion will be issued to participants who have attended at least 75% of the course
2 Days (9am – 5pm)
S$465.45 (For SQI Member) S$497.55 (For Non-Member)
Training materials, Certificate & Light Refreshments
Registration Fee of $17.12 apply
SDF funding & SkillsFuture applicable
All fees stated are inclusive of 7% GST
Peace Centre, 1 Sophia Road #05-06/07 Singapore 228149
DID: 6467 4225