TRAINING APPLIED STATISTICAL PROCESS CONTROL BEST PRACTICES

TRAINING PROSES PENERAPAN STATISTICAL CONTROL

TRAINING PENERAPAN STATISTICAL CONTROL

Applied Statistics introduces the students to the use of basic statistical concepts in agribusiness applications. This course emphasizes topics on sampling and non-parametric methods which isn’t covered in Basic Statistics course. In sampling topic, students learn to plan, execute, and evaluate of sample surveys. The sampling topic covers: simple random, stratified, and cluster sampling; multistage and systematic sampling; questionnaire design; cost functions; and optimal designs. The student ezs must organize the team, perform, and analyze actual sample surveys. Nonparametric topic covers concepts of parametric and nonparametric statistics, hypothesis tests, ranks, order statistics, classical distribution-free tests. In the end of the course, the students will conduct a real life survey, analyze collected data and present the survey result.

The purpose of this course is to deliver the knowledge and understanding of the key elements of statistocal business process that are fundamental to commercial organization.

TUJUAN
* Inderstand the purposeof stastistical process control
* Be able to set up and use chats for means, ranges, standard deviations, and proportion non-conforming
* Be able to use and approriate   methode to estimate short term standard deviation
* Be able to interpretthe variability of a process in relation to the required tolerances

MATERI

Day 1

Introduction to Statistical Analysis
* Example case study in SPSS
* Objective of statistical analyses

Exploratory Data Analysis
* Why data exploration is essential in statistical inference
* Informal descriptions of data – numerical and visual summaries

Introduction to Hypothesis Testing
* Translating scientific questions into statistical hypotheses
* Formulating and testing one sample hypotheses
* Interpreting the output of a hypothesis test – p-values and errors

Day-2

Choosing an Appropriate Statistical Test
* One sample case study using t-test and Wilcox on signed rank test
* Parametric or Non-parametric tests

Comparing Two Populations
* Extending one population hypotheses to two populations
* Two sample t-test and Wilcox on rank sum test
* Paired t-test and Wilcox on signed rank test
* Practice Session

Day-3
* Exercise 1: Using SPSS
* Exercise 2. Importing data into SPSS

Day-4
* Exercise 3. Numerical and visual data summaries
*  Exercise 4. One sample t-test
* Exercise 5. One sample t-test, Wilcox on signed rank test

Day-5
* Exercise 6. Which test and why?
*  Exercise 7. Two sample t-test or Wilcox on rank sum test
* Exercise 8. Paired t-test and Wilcox on signed rank test

Day-6
*  Data interpretation & Reporting
* . Course Review & Evaluation

PESERTA

This program is intended for Personal in any level in Production, Inventory, Logistics Maintenance, and Quality Manager and supervisor.

INSTRUKTUR

DR. Akhmad Sodikin, SE, MM, M.Si

He completed his doctorate in Economics from the Padjajaran University. He is an expert on research and capital market analysts who mastered various research methodologies. Actively involved as a trainer and consultant in the activities of research and training projects related to competence