PELATIHAN APPLIED STATISTICAL PROCESS CONTROL BEST PRACTICES

TRAINING APPLIED STATISTICAL PROCESS CONTROL

DESKRIPSI

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 PELATIHAN APPLIED STATISTICAL PROCESS CONTROL BEST PRACTICES

* 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 PELATIHAN APPLIED STATISTICAL PROCESS CONTROL BEST PRACTICES 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

SASARAN PESERTA TRAINING APPLIED STATISTICAL PROCESS CONTROL BEST PRACTICES PESERTA

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

INSTRUKTUR TRAINING

Pelatihan ini akan dibawakan oleh trainer/ pemateri yang berpengalaman di bidangnya.

METODE TRAINING

1. Presentation
2. Discuss
3. Case Study
4. Evaluation
5. Pre-Test & Post-Test
6. Games

JADWAL TRAINING 2024

16 -17 Januari 2024
13 – 14 Februari 2024
5 – 6 Maret 2024
24 – 25 April 2024
21 – 22 Mei 2024
11 – 12 Juni 2024
16 – 17 Juli 2024
20 – 21 Agustus 2024
17 – 18 September 2024
8 – 9 Oktober 2024
12 – 13 November 2024
17 – 18 Desember 2024

Jadwal tersebut juga dapat disesuaikan dengan kebutuhan calon peserta