Correlation and Regression Analysis: Applications for Industrial Organizations

214 Pages·2019·10.648 MB·English

by  Ivan Stanimirovic (author)

CORRELATION AND REGRESSION
ANALYSIS: APPLICATIONS FOR
INDUSTRIAL ORGANIZATIONS

CORRELATION AND REGRESSION
ANALYSIS: APPLICATIONS FOR
INDUSTRIAL ORGANIZATIONS
Ivan Stanimirović
ARCLER
P r e ss
www.arclerpress.com
Correlation and Regression Analysis: Applications for Industrial
Organizations
Ivan Stanimirović
Arcler Press
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e-book Edition 2020
ISBN: 978-1-77407-379-7 (e-book)
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ABOUT THE AUTHOR
Ivan Stanimirovic gained his PhD from University of Niš, Serbia in 2013.
His work spans from multi-objective optimization methods to applications of
generalized matrix inverses in areas such as image processing and computer
graphics and visualisations. He is currently working as an Assistant professor
at Faculty of Sciences and Mathematics at University of Niš on computing
generalized matrix inverses and its applications.

TABLE OF CONTENTS
List of Figures ........................................................................................................ix
List of Tables .........................................................................................................xi
Preface........................................................................ .......................................xiii
Chapter 1 Introduction and Objectives .....................................................................1
1.1. Introduction ........................................................................................1
1.2. Objectives ..........................................................................................2
1.3. The Study ............................................................................................3
1.4. Structure Labor ...................................................................................3
Chapter 2 Theoretical Background ............................................................................5
2.1. Introduction ........................................................................................5
2.2. Amortization System Constant (ASC) .................................................16
2.3. French System of Price Amortization (FSA) ........................................17
2.4. Comparative Analysis of ASC And FSA Methods ...............................17
2.5. American System of Amortization (ASA) ...........................................18
2.6. Application In Net Present Value .......................................................19
2.7. Mathematical Models In E-Business ..................................................20
2.8. Mathematical Design of E-Business ...................................................50
2.9. Product Design And Pricing Policy ....................................................57
2.10. Using Mathematics To Generate Captive Customers ........................62
2.11. Development Of Client Networks ...................................................66
2.12. Mathematical Models In Capital Management ................................71
2.13. Cash Management .........................................................................73
2.14. Who Is Responsible For Managing Cash Flow? ...............................75
2.15. The Four Basic Principles For Effective Management .......................75
2.16. Operation In Practice of Effective Management of Cash ..................76
2.17. Cash Conversion Cycle ...................................................................77
2.18. Models of Demand For Cash Transactions .......................................78
2.19. Baumol Model ................................................................................78
2.20. Cash Management Miller-Orr Model .............................................79
2.21. Commercial Discounts ...................................................................80
2.22. Inventory Control ............................................................................81
2.23. Model EOQ ...................................................................................82
2.24. Discounts For Wholesale ................................................................83
2.25. Inventory Control With Uncertainty ................................................83
2.26. ABC Inventory Control System ........................................................85
2.27. MRP Systems Subject (PNM) ...........................................................85
2.28. Inventory Systems Just In Time (JIT) .................................................85
2.29. Accounts Receivable Management .................................................87
2.30. The Decision Granting of Basic Credit ............................................88
2.31. Sources of Credits ...........................................................................89
2.32. The Five C Credit ............................................................................90
2.33. Accumulation Accounts Receivable ................................................91
2.34. Short-Term Financing ......................................................................91
2.35. Cost of Capital And Its Implications From Business Investment ........97
2.36. Capital Cost ....................................................................................97
2.37. Costs of Sources of Capital ..............................................................97
2.38. Cost of Capital ................................................................................98
2.39. Average Cost of Capital ...................................................................98
Chapter 3 Analysis .................................................................................................117
3.1. Presentation of Data .......................................................................117
3.2 Exploratory Factor Analysis ..............................................................122
3.3. Results Filters ..................................................................................123
3.4. The Economic Cycle and Common Factor .......................................129
Chapter 4 Conclusions ...........................................................................................187
Index .....................................................................................................193
viii