Download MANUAL PROCEDURES INDUSTRIAL STATISTIC PRACTICUM

MANUAL PROCEDURES
INDUSTRIAL STATISTIC PRACTICUM
STATISTIC AND QUALITY ENGINEERING LABORATORY
INDUSTRIAL ENGINEERING DEPARTEMENT
FACULTY OF ENGINEERING
BRAWIJAYA UNIVERSITY
2015
MANUAL PROCEDURES
INDUSTRIAL STATISTIC PRACTICUM
STATISTIC AND QUALITY ENGINEERING LABORATORY
INDUSTRIAL ENGINEERING DEPARTEMENT
FACULTY OF ENGINEERING
BRAWIJAYA UNIVERSITY
Document code
Revision
Date
Proposed by
:
:
:
:
00607 060xx
0
October, 25th 2015
Head of The Laboratory
ttd
Controlled by
:
L. Tri Wijaya Nata Kusuma, ST., MT.
Manager Representative (Secretary of The
Departement)
ttd
Approved by
:
Arif Rahman, ST., MT.
Head of the Departement of Industrial
Engineering FTUB
ttd
Ishardita Pambudi Tama, ST.,MT.,PhD
TABLE OF CONTENTS
Table of Contents ................................................................................................................. i
1.
Objectives ...................................................................................................................... 1
2.
Scope ............................................................................................................................. 1
3.
Definition ....................................................................................................................... 1
4.
Duties and Responsibilities ............................................................................................ 1
5.
Procedure of the Practicum of Industrial Statistics ........................................................ 2
5.1 Procedure of the module's preparation of the Practicum of Industrial Statistic 2
5.1.1 Definition ....................................................................................................... 2
5.1.2 Function .......................................................................................................... 2
5.1.3 The arrangement of contents of the Module of Practicum Industrial Statistic 2
5.1.4. Guidelines for the preparation of ................................................................... 2
5.1.5 Procedure ........................................................................................................ 3
5.2 Registration Procedure of the Practicum of Industrial Statistic ............................... 3
5.2.1 Goal ................................................................................................................ 3
5.2.2 Terms and Conditions .................................................................................... 3
5.2.3 Description of Procedure ................................................................................ 4
5.3 Procedure of the group determination of Industrial Statistic Practice ...................... 4
5.3.1 Description of Procedure ................................................................................ 4
5.3.2 Note ................................................................................................................ 5
5.4 Procedure of the implementation of the Pre- practicum of Industrial Statistic ..... 5
5.4.1 Definition ....................................................................................................... 5
5.4.2 Objective ........................................................................................................ 5
5.4.3 Provisions ....................................................................................................... 5
5.4.4 Description of Procedure ................................................................................ 5
5.5 Procedure of the implementation of the practicum until to the Exam of the Practicum
of of Industrial Statistic ........................................................................................... 6
5.5.1 Module 1: Descriptive Statistics..................................................................... 6
5.5.1.1 The Goal of the Practicum ................................................................. 6
5.5.1.2 Benefits of the Practicum ................................................................... 6
5.5.1.3 Flowchart of Module 1 Practicum .................................................... 7
5.5.1.4 Procedure of The Practicum............................................................... 7
5.5.2 Practicum Module 2: Probability Theory ....................................................... 7
5.5.2.1 The Goal of the Practicum ................................................................. 7
5.5.2.2 Benefits of the Practicum ................................................................... 8
5.5.2.3 Flowchart of Practical Module 2........................................................ 9
5.5.2.4 Procedure of The Practicum............................................................... 10
5.5.2.4.1 Procedure of the probability Practicum .............................. 10
5.5.2.4.2 Procedures of Permutations and Combinations practicum ........... 10
5.5.3 Practicum Module 3: Probability Distributions ............................................. 10
5.5.3.1 The Goal of the Practicum ................................................................. 10
5.5.3.2 Benefits of the Practicum ................................................................... 10
5.5.3.3 Flowchart of Practical Module 3........................................................ 11
5.5.3.4 Procedure of The Practicum............................................................... 11
5.5.3.4.1 Procedure of Binomial Distribution Practicum ................. 12
5.5.3.4.2 Procedure of Normal Distribution Practicum .................... 12
5.5.3.4.3 Procedure of Hypergeometric Distribution Practicum ...... 12
5.5.3.4.4 Procedure of Poisson Distribution Practicum .................... 13
5.5.3.4.5 Procedure of Geometric Distribution Practicum ............... 13
5.5.3.4.6 Procedure of Pascal Distribution Practicum ...................... 13
5.5.3.4.7 Procedure of Exponential Distribution .............................. 14
5.5.4 Practicum Module 4: Parametric Statistic ...................................................... 14
5.5.4.1 Practicum Purpose ............................................................................. 14
5.5.4.2 Benefit ................................................................................................ 14
5.5.4.3 Flow Diagram of Parametric Statistic Practicum Module ................. 15
5.5.4.4 Procedure of Parametric Statistic Practicum Module ........................ 15
5.5.4.5 Procedure of One Way ANOVA Practicum ...................................... 16
5.5.5 Practicum Modul 4B : ANOVA .................................................................... 16
5.5.5.1 Practicum Objective ........................................................................... 16
5.5.5.2 Practicum Benefit ............................................................................... 16
5.5.5.3Flowchart of Practicum ....................................................................... 17
5.5.5.4 Procedure of ANOVA practicum....................................................... 18
5.6 Prosedur Evaluasi Praktikum Statistik Industri ....................................................... 18
5.6.1 Tujuan ............................................................................................................ 18
5.6.2 Uraian Prosedur .............................................................................................. 18
6.
Diagram Alir Prosedur Praktikum Statistik Industri ..................................................... 20
1.
Objectives
Giving instructions and explanations of the procedures of Practical Statistics, which
includes:
a. The preparation procedure of the module of Practicum Industrial Statistic.
b. The registration procedure of Practicum Industrial Statistic.
c. The procedure of the group's determination of the practicum Industrial Statistic
d. The implementation procedures of Pre-Practicum Industrial Statistic.
e. The implementation procedure of the practicum
until the Exam of Practicum
Industrial Statistic.
f. The evaluation procedures of Practicum Industrial Statistic.
2.
Scope
This procedure is applied to the whole series of practicum statistics activities which is
conducted at the Statistic and Quality Engineering Laboratory for IE-UB students who
have programmed the Practicum of Industrial Statistic.
3.
Definition
Practicum Industrial Statistics is one practicum with load 1 credits that must be taken for
the students of IE UB. The Practicum of Industrial Statistics is a major work program of
the Statistics and Quality Engineering Laboratory and Industrial Engineering Program
curriculum.
4.
The Duties and the Responsibilies
a.
Students of IE-UB who take the practicum of Industrial Statistics
Students of IE-UB who is currently studying the practicum of industrial statistics are then
referred to as the practitioner has the responsibility to follow the practicum well and
maintain the good name of Statistic and Quality Engineering Laboratory.
b.
Assistant of Statistics and Quality Engineering Laboratory IE-UB
Laboratory assistant are in charge of carrying out of practicum of industrial statistics as
part of the work program of the Statistical and Quality Engineering Laboratory and
Industrial Engineering course curriculum.
Laboratory assistant responsible for successful of the practicum of statistic and quality
engineering
c.
Assistant's Coordinator of Statistics and Quality Engineering IT-UB
Assistant's coordinator in charge of coordinating a laboratory assistant in the practicum
implementation of industrial statistics and responsible for the performance and
consistency of laboratory assistant in running the practicum of industrial statistics.
d.
Head of The Statistic and Quality Engineering Laboratory IE-UB B
Head of Laboratory as supreme leader and person in charge of Statistic and Quality
Engineering Laboratory
5. Procedure of Practicum Industrial Statistics
5.1 Procedure of the module preparation of Practicum Industrial Statistics
5.1.1
Definitions
Module of the practicum of Industrial statistics are handbook or guide for IE student
which take the practicum of industrial statistic.
5.1.2 Functions
Module of the practicum of Industrial Statistic will provide guidance of the
implementation of the practicum of industrial statistic for IE students who follow the
practicum of industrial statistic.
5.1.3
The module contents arrangement of Industrial Statistic Practicum
Module of practicum Industrial Statistics to be used in the practicum consists of five
modules, namely:
a.
Module 1: Descriptive Statistics
b.
Module 2: Theory of Probability
c.
Module 3: Probability Distributions
d.
Module 4: Statistical Parametric
e.
Module 5A: Anova
f.
Module 5B: Statistics of Non-Parametric
g.
Module 5C: Correlation and Regression Analysis
5.1.4
Guidelines for The Preparation
The module of the practicum of industrial statistic is based on the necessary and the
development of statistical and quality engineering science and follow the applicable
curriculum in Industrial Engineering Faculty of Engineering, Brawijaya University.
5.1.5
a.
Procedure
Assistant's coordinator designate one of the Laboratory Assistant
as a Practicum
Coordinator in charge of coordinating all activities of the laboratory assistant in the
practicum to industrial statistic.
b.
Coordinator of assistant, practicum coordinator and assistant laboratory held a
coordination meeting to discuss and define which modules will be practiced.
c.
Start from doing drafting module of practicum in accordance with the timeline that has
been made.
d.
Showing draft of the practicum's module that has been prepared and consulted to the head
of the statistic and quality engineering laboratory and also lecturers of industrial statistics
I and II.
e.
If the head of the laboratory and lecturers of industrial statistics I and II considers there is
a shortage of the content of the material in the module of practicum, the draft will be
revised.
f.
If there is no revision of the draft practicum modules will be refined and defined as
statistical practicum module industrial by practicum coordinator and assistant laboratory
under the coordination of the Assistant's Coordinator.
g.
Coordinator of Laboratory Assistant held a joint lab simulations and strengthening of the
content of lab work module that was created.
5.2 Registration Procedure of Practicum Industrial Statistics
5.2.1
Target
Students of IE UB who qualify for following the practicum industrial statistics then
referred to as a participant of the practicum of industrial statistic.
5.2.2
a.
Terms and Conditions
Already take courses of industrial statistics I and they are taking courses of industrial
statistics II or they has been taking a course of industrial statistics II
b. Practicum of industrial statistic has been programmed in KRS
c.
Collecting the registration form at the Statistics and Quality Engineering Laboratory with
the following conditions:
1). The registration form has been filled completely
2). KHS include a photocopy of the semester 3 (three)
3). Submitting three (3) pieces of ID photo with a size 3x 4 colored
4). Collecting all files into the red folder and collected in accordance with a
predetermined time.
d.
Terms and conditions cannot be contested, and if the terms and conditions are not
fulfilled, It means they cannot participate in the practicum of industrial statistic.
5.2.3
a.
Description of Procedure
Prospective of participant's practicum take registration form in the laboratory of statistic
and quality engineering laboratory in accordance with a predetermined time.
b.
Prospective of participant's practicum fill out the registration form and complete the file
and the terms that have been determined
c.
Prospective of participant practicum collect the registration form and all the files in
statistic and quality engineering laboratory in accordance with a predetermined time
5.3 Procedure of the group determination of Industrial Statistic practicum
5.3.1
a.
Description of Procedure
Practicum Coordinator and laboratory assistant make a recapitulation and record
prospective practitioner who already register.
b.
Practicum Coordinator and laboratory assistant check the terms and conditions..
c.
Practicum Coordinator and aboratory assistant define and validate practitioner candidates
who have fullfiled the terms and conditions..
d.
Practicum Coordinator submit all the list of candidates who are qualified to the assistant's
coordinator and the head of the statistic and quality engineering laboratory for legalized
them as the participant of the practicum..
e.
Practicum Coordinator and laboratory assistant began to divide the practicum participant
into groups considered by the number and capabilities of existing laboratory assistant
with the number of group members as much as 4-5 participant.
f.
Practicum Coordinator proposed the names of lab assistant who will be accompanying
the group during practicum to assistant coordinator and head of the statistic and quality
engineering laboratory.
5.3.2
Note
a. If the list of the gruop participant and the name of the laboratory assistant has been sent
and approved. They will be announced to the practicum participant.
b. It will be held Introduction (Intro) for the practicum participant which is implemented
in accordance with the time specified by the statistics and quality engineering
laboratory..
5.4 Procedures of Implementation Pre-Practicum Industrial Statistic
5.4.1
Definitions
Pre-lpracticum industrial statistics are activities which will be followed by a praticum
participant before they are joining the practicum
5.4.2
Objective
Pre-practicum of industrial statistics done so that the learners can prepare for the
practicum work well.
5.4.3
Provisions
Pre-practicum of industrial statistic will be held when the practicum introduction already
done. It is accordance with the provisions that have been determined by the statistic and the
quality engineering laboratory.
5.4.4
Description of Procedure
a. Laboratory assistant assign tasks to the practicum partcipant and then the task will be
discussed with the laboratory assistant of each of group.
b. The practicum participant do laboratory assistant
with the laboratory assistant and
discuss the tasks that have been given..
c. Laboratory assistant do the pre-lab test and review of the science of industrial statistics
that had been obtained in the college..
d.
Laboratory assistants provide an assessment as the results of the pre practicum
implementation in accordance with the assessment of each assistant who handle the
group.
e. Assistant laboratory do the evaluation and final preparations for the practicum of
industrial statistics.
5.5 Procedure of Practical Implementation until the Practical Exam Industrial Statistics
5.5.1
Module 1: Descriptive Statistics
5.5.1.1 The purpose Practicum
The purpose of this lab is:
a.
Calculating and processing the data from the case studies either manually or with software.
b.
Presenting an informative data.
c.
Analyzing and interpreting of data from the data presentation.
5.5.1.2 Practicum benefits
The benefits obtained from this practicum are:
a.
The practicum participant can calculate and process the data from case studies either
manually or with software.
b.
The practicum participant can present the data informatively.
c.
The practicum participant can analyze and interpret data from the data presentation.
5.5.1.3 Flowchart of Practical Module 1
Mulai
Identifikasi
Masalah
Tinjauan
Pustaka
Mengumpulkan
Data
Data Studi
Kasus
Pengolahan
Data
Secara
Manual
Pengolahan
tunggal
Dengan
Software
Pengolahan
berkelompok
Analisis dan
Interpretasi
Data
Hasil dan
Penyajian
Data
Kesimpulan
dan Saran
Selesai
5.5.1.4 Procedure of Practicum
These are procedure of precticum:
a.
Identify problem of research object.
b.
Collect the extern data.
c.
Process data regarding descriptive statistic manually and software and presentation.
d.
Data analysis and interpret.
e.
Get the result.
f.
Make conclusions.
5.5.2
Practicum Module 2: Probability Theory
5.5.2.1 Practicum Purpose
These are practicum purpose:
a.
To know how to calculate chance, permutation, and combination.
b.
To know and understand application of chance, permutation, and combination.
5.5.2.2 Benefit
These are benefit of practicum:
a.
Practicum participant can calculate chance, permutation, and combination.
b.
Practicum participant understand application of chance, permutation, and combination.
5.5.2.3 Flow Diagram of Practicum Module 2
Start
Literature
review
Identify
problem
Data
processing
Chance
data
Permutation and
Combination data
Data analysis
and interpret
Conclusions
and
suggestions
Finish
5.5.2.4 Practicum Procedure
5.5.2.4.1 Procedure of Chance Practicum
These are procedure of chance practicum:
a.
Prepare dartboard.
b.
Rotate dartboard one rotatry for 20 replication.
c.
Write observations in observation sheet then process chance data.
5.5.2.4.2 Procedure of Permutation and Combination Practicum
These are procedure of permutation and combination practicum:
a.
Prepare 5 piece of lego with different color.
b.
Arrange 5 lego in accordance assistant directions.
c.
Write observations in observation sheet.
d.
Process permutation and combination data.
5.5.3
Practicum Module 3: Probability Distribution
5.5.3.1 Practicum Purpose
These are practicum purpose:
a.
Be able to know and understand the various probability distributions.
b.
Be able to calculate using software MINITAB/SPSS and do manually to solve probability
distribution problem.
c.
Be able to know and understand the difference empirical and theoretical data of probability
distribution problem.
5.5.3.2 Benefit
These are practicum benefit:
a.
The participant of practicum can know and understand the various probability
distributions.
b.
The participant of practicum can calculate using software MINITAB/SPSS and do manually
to solve probability distribution problem.
c.
The participant of practicum can know and understand the difference empirical and
theoretical data of probability distribution problem.
5.5.3.3 Flow Diagram of Practikum Module 3
This is flow diagram of practicum module 3.
Start
Identify
Problem
Literature
Review
Collect data
Discrete
Distribution
Continue
Distribution
Discrete
distribution
data
Continue
distribution
data
Data
processing
Using Minitab
Using Microsoft
Excel
Manually
Analysis
and
interpret
Conclusions
and
suggestions
Finish
5.5.3.4 Practicum Procedure
These are procedure of binomial distribution and normal distribution practicum.
5.5.3.4.1 Procedure of Binomial Distribution Practicum
These are procedure of binomial distribution practicum:
a.
Prepare tools and materials.
b.
There are 30 scrabble letter, consist of 12 vowels and 18 consonants.
c.
Take one letter randomly.
d.
Write in observation sheet if vowel is picked.
e.
Reinsert the vowel that is picked.
f.
Do 3-5 step until 4 times (1 replication).
g.
Do it again until 10 replications.
h.
Analysis and interpretation.
i.
Conclusions and suggestions.
5.5.3.4.2 Procedure of Normal Distribution Practicum
These are procedure of normal distribution practicum:
a.
Prepare tools and materials.
b.
Assistant will provide one puzzle set which has been organized as example.
c.
2 members of group must complete each puzzles that has not been arranged. (For
practicum participant tasted to make an model/operator more emphasis to work normally
(not slow/fast) so that the resulting time will not differ much). 2 other members write the
time needed to complete puzzle for each opetator. If 1 replicationhas been arranged,
operator can move to second puzzle to make next replication while another member can
help unload replication that have been made previously and were randomized.
d.
Do it again until 40 replications.
e.
Write observations in observation sheet.
5.5.3.4.3 Procedure of Hypergeometric Distribution Practicum
These are procedure of hypergeometric distribution practicum:
a.
Prepare tools and material.
b.
There are 30 marbles, consist of 25 standard marbles and 5 blue marbles.
c.
Pick marbles one by one without replacement until 5 marbles picked (1 replication).
d.
Write the frequency of blue marble appearance in one replication in to observation sheet.
e.
Do it again until 10 replications.
f.
Analysis and interpretation.
g.
Conclusions and suggestions.
5.5.3.4.4 Procedure of Poisson Distribution Practicum
These are procedure of poisson distribution practicum:
a.
Prepare tools and materials.
b.
There are 50 marbles. Pick one by one in 1 minute.
c.
TRUE statement (x) if blue marble is picked. Write in observation sheet.
d.
Do it again until 10 replication.
e.
Analysis and interpretation.
f.
Conclusions and suggestions.
5.5.3.4.5 Procedure of Geometric Distribution Practicum
These are procedure of geometric distribution practicum:
a.
Prepare tools and materials.
b.
There are 56 UNO card, consist of 12 green cards and 44 red cards.
c.
Pick a card randomly to know number picked, then replacement the picked card.
d.
Do third step until one green card picked.
e.
Success if green card picked, write the number of card picked until there is FIRST successful
in one replication in to observation sheet.
f.
Do it again until 10 replication.
g.
Analysis and interpretation.
h.
Conclusions and suggenstions.
5.5.3.4.6 Procedure of Pascal Distribution Practicum
These are procedure of pascal distribution practicum:
a.
Prepare tools and materials.
b.
There are 50 bridge card, consist of 13 diamond cards and 37 other cards.
c.
Pick one card randomly to know the mark in card, the replacement the picked card.
d.
Do third step until 3 club card picked.
e.
Successful if diamond card picked, write the number of card picked until there are 3
successful in one replication in to observation sheet.
f.
Do it again until 10 replications.
g.
Analysis and interpretation.
h.
Conclusions and suggentions.
5.5.3.4.7 Procedure of Exponential Distribution Practicum
These are procedure of exponential distribution practicum:
a.
Prepare tools and materials.
b.
There are 20 scrabble letter (5 vowels and 15 consonants).
c.
Pick the letter continuely until there is successful (vowel) appear (40 replikations).
d.
Write the time needed between each successful in to observation sheet.
e.
Analysis and interpretation.
f.
Conclusion and suggestions.
5.5.4
Practicum Module 4: Parametric Statistic
5.5.4.1 Practicum Propose
These are practicum proposes:
a.
Testing the hypothesis as a tool of decision making.
b.
Understanding the usefulness and application of parametric statistic.
c.
Capable to calculate ANOVA (Analisis of Variance).
d.
Capable to implementation the ANOVA calculation to all experimental design.
5.5.4.2 Benefit
These are practicum benefit:
a.
Practicum participant can test the hypothesis as a tool of decision making.
b.
Practicum participant can understand the usefulness and application of parametric statistic.
c.
Practicum participant can calculate ANOVA ( Analisis of Variance)
d.
Practicum participant can implementation the ANOVA calculation to all experimental design.
5.5.4.3 Flow Diagram of Practicum Module Parametric Statistik
Start
Literature
riview
Identify
Problem
Collect data
Data
processing
manually and
by using SPSS
One Way
ANOVA
One sample Ttest/
Independent Ttest/ Paired Ttest
Ho
accepted?
Yes
No
After ANOVA
test
Data analysis
and interpret
Conclusions
and
suggestions
Finish
5.5.4.4 Procedure of Parametric Statistic Practicum Module
These are procedure of parametric statistic practicum module.
a.
Collecting study case data given by laboratorium Statistik dan Rekayasa Kualitas (One
Sample T-Test: 30 data, Independent T-Test: 30 data, Paired T-Test: 30 data).
Dengan rincian sebagai berikut:
1). Odd group between 1-10 get first data
2). Even group between 1-10 get second data
3). Odd group between 11-20 get third data
4). Even group between 11-20 get fourth data
5). Odd group between 21-30 get fifth data
6). Even group between 21-30 get sixth data
b.
Testing the data normality and data homogeneity.
c.
Processing study case data by calculate manually and using SPSS and minitab.
d.
Make data analysis and interpretation.
e.
Make conclusion and suggestions.
5.5.4.5 Practice Procedures of One Way ANOVA
Below are the practice procedures of One Way ANOVA.
a.
Secondary data may be collected from essay data through 1 factor with a minimum of 4
level of factor and through minor sample less than 30 samples. Min. 10 samples
b.
Enclose essay data evidences as an attachment.
c.
Identify secondary data problems
d.
Secondary data processing may be calculated using manual calculations and also with
SPSS calculations
e.
Data analysis and data interpretation
f.
Conclusions and suggestions
g.
Compose a report
h.
Finish
5.5.5
Module Practices 5 : Correlation and Regression Analysis
5.5.5.1 Practice Purposes
The purposes of this practice are:
a.
To know the correlation between independent variable and dependent variable.
b.
To understand the application of regression analysis usage, which are simple linear
regression and double linear regression.
5.5.5.2 Benefits
The benefits of this practice are:
a.
This practice could understand the correlation between independent variable and
dependent variable.
b.
This practice could understand the application of regression analysis usage, which are
simple linear regression, and double linear regression.
5.5.5.3 Flow Chart Diagram of Module Practice 5
Start
Literature Review
Problem Identification
N
N
Collect Data
Case Study Linier
Linier Regressio
Case Study Multiple
Linier Regression
Is Data 30?
Is Data 30?
Y
Y
Assuming Regression
Testing
Data Processing manually
and by SPSS
Result of Data
Processing
Data Analysis and
Interpretation
Conculsion and
Suggestion
Finish
5.5.5.4 Practice Procedures
The steps of procedures for this correlation analysis and regression practice are as shown
below:
a.
Identify the research object problems.
b.
Have literature study.
c.
Collect simple linear regression data linear and double linear regression which have been
given from the Statistics and Quality Engineering laboratory, where each 5 groups will
receive the same data.
1). Group 1-5 = 1st Data
2). Group 6 -10 = 2nd Data
3). Group 11 – 15 = 3rd Data
4). Group 16 – 20 = 4th Data
5). Group 21-25 = 5th Data
6). Group 26 -30 = 6th Data
d.
Have regression assumption, including normality, homogeneity and linearity.
e.
Have tests on regression assumption deviation, including autocorrelation, multi co-linearity
and hetero skedasticity.
f.
Have data processing manually and using software SPSS 20.
g.
Have analysis and interpretation from correlation and regression test results.
h.
Make conclusions and suggestions.
5.6 Industrial Statistics Practice Evaluation Procedures
5.6.1
Purposes
The purposes of Industrial Statistics Practice Evaluation are to evaluate the test results of
practice performances and have final rating of practices.
5.6.2
Procedure lists
a.
Applicants create the reports based on the ongoing practice.
b.
Applicants follow the assistance report to the laboratory assistant companions
respectively.
c.
Laboratory assistant companions will give test and grades to the test reports which
applicants create and will give acc of assistant ink.
d.
Laboratory assistants will entirely give tests called the statistics tests to all applicants.
e.
Applicants will follow assistance report to their lecturers and receive acc of lecturer ink
and grading.
f.
Laboratory assistant will recap the grades that have been given by all assistants, statistics
test results, and lecturer’s grading.
g.
Laboratory assistant will recalculate applicants’ final grade based on certain proportion.
h.
Laboratory assistant will submit final grading results to the head of statistics and quality
engineering laboratory and receive legalization.
i.
Laboratory assistant will make satisfactory letter for applicants.
j.
Laboratory assistant will give satisfactory letter to applicants.
6. Flow Chart Diagram of Industrial Statistics Practice Procedures
Assistant
Practicum participant
Start
Arrange practicum
modul
Practicum
registration
Registry the
practicum
Determine the
group and
assistant
companion
Entry the
particpant data
Performing
Introduction
Modul 1
practicum
A
Mengikuti
introduction
Assistant
Practicum participant
A
Mentoring Process
assistance
module 1
Modul 2 Practicum
Modul 2
Practicum
Mentoring Process
assistance
module 2
Modul 3
Practicum
Modul 3
Practicum
Mentoring
Process
assistance
module 3
Modul 4
Practicum
Modul 4
Practicum
Mentoring
Process
assistance
module 4
B
Assistant
Practicum participant
B
Statistic test
Statistic test
No
Statistic Retest
Lolos
Statistic Retest
Yes
Collecting modules
score
Collecting modules
score
Report
assistance to
lecture
Taking score
by lecturer
Taking score
by lecturer
Collecting
practicum report
C
Collecting
practicum
report
Assistant
Practicum participant
C
Entry and organize
the practicum sco
Socre ACC to
Assistant
coordinator
Socre ACC to
Head of
Laboratory
Socre ACC to
Supporting
Lecturer
Distribute the letter
of Satisfy
Assistant Evalution
by Assistant
coordinatior
Finish
Taking the
letter of
satisfy