"Data Science for Environment and Quality" is a hub of total science. It links to various fields.
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Data Analysis by Excel
Data Analysis by R
Data Analysis by R-EDA1
Data Analysis by Python
Web app R-EDA1
Web app R-QCA1
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Update
2023/10/25 : "Generalized proportional variance model" is added
2023/10/25 : "Generalized Linear Model" is added
2023/10/25 : "Poisson regression model" is added
2023/10/25 : "Regression analysis of Constant variance" is added
2023/10/25 : "Additive model like multiplicative model" is added
2023/10/25 : "Additive model and Proportional variance" is added
2023/10/25 : "Additive model and multiplicative model" is added
2023/10/25 : "Constant variance and Proportional variance" is added
2023/10/25 : "Proportional-proportional variance model" is added
2023/10/25 : "Static SN Ratio" is modified
2023/10/25 : "Dynamic SN Ratio" is added
2023/10/25 : "Classification of Characteristics" is added
2023/10/25 : "History of Dynamic SN Ratio" is added
2023/10/25 : "Orthogonal Array of Quality Engineering" is added
2023/10/25 : "Standard SN Ratio" is modified
2023/10/25 : "Energy ratio type and fluctuation ratio type" is added
R-EDA1 release notes
"Find (1)" : Statistics , Big Data , Hypothesis Testing , Estimation , Bayesian
"Find (2)" : Multi-Variable , Regression , Label Classification , MT , Many vs Many
"Find (3)" : Data Mining , Tree , Associations
"Find (4)" : Graphical Statics , Words
"Link and Arrange" : Literacy , Non-Developed , Fuzzy , Data Physics
"Lead" : Prediction and Simulation , Statistical , Mathematical , Abnormal
"Collect" : Measurement , Experiments Questionnaire
"Think" : Artificial Intelligence , Bayesian Net, Machine Learning, Deep Learning
"Find (5)" : Analysis of Real World , Cause and Effect , System , Time
"Natural Environment" :
Flow ,
Change ,
Energy ,
Movement
"From Environment to Human Beings" :
Physiology ,
Psychology
"From Human Beings to Environment" :
Assessment ,
Material Flow
"Sustainable Society" :
Thoughts ,
Economics ,
Regional Revitalization ,
Location
SPC , TQC , Quality Engineering , Reliability , For Environment
"Kinds of Risk" :
Chemical Substances ,
Machines ,
Finance
"Methods of Risk" :
Management,
Cognition ,
Evaluation ,
Communication
"With Management" :
SR (CSR)
,
Standard and ISO
"Customer Relationship" :
Marketing
,
Design
,
QFD
"To Move the Company" :
System
,
Teaming
,
Normalization
,
Accounting
"Analysis of Management" :
Finance
,
Profitability
,
Corporate Value
,
Constraints