Essentials of Excel VBA, Python, and R

John Lee (), Jow-Ran Chang (), Lie-Jane Kao () and Cheng-Few Lee ()
Additional contact information
John Lee: Center for PBBEF Research
Jow-Ran Chang: National Tsing Hua University, Dept of Quantitative Finance
Lie-Jane Kao: Takming University of Science and Technology, College of Finance
Cheng-Few Lee: The State University of New Jersey, Rutgers School of Business

in Springer Books from Springer

Date: 2023
Edition: 2nd ed. 2023
ISBN: 978-3-031-14283-3
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Chapters in this book:

Ch Chapter 1 Introduction

John Lee, Jow-Ran Chang, Lie-Jane Kao and Cheng-Few Lee

Ch Chapter 10 Simulation and Its Application

John Lee, Jow-Ran Chang, Lie-Jane Kao and Cheng-Few Lee

Ch Chapter 11 Linear Models for Regression

John Lee, Jow-Ran Chang, Lie-Jane Kao and Cheng-Few Lee

Ch Chapter 12 Kernel Linear Model

John Lee, Jow-Ran Chang, Lie-Jane Kao and Cheng-Few Lee

Ch Chapter 13 Neural Networks and Deep Learning Algorithm

John Lee, Jow-Ran Chang, Lie-Jane Kao and Cheng-Few Lee

Ch Chapter 14 Alternative Machine Learning Methods for Credit Card Default Forecasting*

John Lee, Jow-Ran Chang, Lie-Jane Kao and Cheng-Few Lee

Ch Chapter 15 Deep Learning and Its Application to Credit Card Delinquency Forecasting

John Lee, Jow-Ran Chang, Lie-Jane Kao and Cheng-Few Lee

Ch Chapter 16 Binomial/Trinomial Tree Option Pricing Using Python

John Lee, Jow-Ran Chang, Lie-Jane Kao and Cheng-Few Lee

Ch Chapter 17 Financial Ratio Analysis and Its Applications

John Lee, Jow-Ran Chang, Lie-Jane Kao and Cheng-Few Lee

Ch Chapter 18 Time Value of Money Determinations and Their Applications

John Lee, Jow-Ran Chang, Lie-Jane Kao and Cheng-Few Lee

Ch Chapter 19 Capital Budgeting Method Under Certainty and Uncertainty

John Lee, Jow-Ran Chang, Lie-Jane Kao and Cheng-Few Lee

Ch Chapter 2 Introduction to Excel Programming and Excel 365 Only Features

John Lee, Jow-Ran Chang, Lie-Jane Kao and Cheng-Few Lee

Ch Chapter 20 Financial Analysis, Planning, and Forecasting

John Lee, Jow-Ran Chang, Lie-Jane Kao and Cheng-Few Lee

Ch Chapter 21 Hedge Ratio Estimation Methods and Their Applications

John Lee, Jow-Ran Chang, Lie-Jane Kao and Cheng-Few Lee

Ch Chapter 22 Application of Simultaneous Equation in Finance Research: Methods and Empirical Results

John Lee, Jow-Ran Chang, Lie-Jane Kao and Cheng-Few Lee

Ch Chapter 23 Three Alternative Programs to Estimate Binomial Option Pricing Model and Black and Scholes Option Pricing Model

John Lee, Jow-Ran Chang, Lie-Jane Kao and Cheng-Few Lee

Ch Chapter 3 Introduction to VBA Programming

John Lee, Jow-Ran Chang, Lie-Jane Kao and Cheng-Few Lee

Ch Chapter 4 Professional Techniques Used in Excel and VBA

John Lee, Jow-Ran Chang, Lie-Jane Kao and Cheng-Few Lee

Ch Chapter 5 Binomial Option Pricing Model Decision Tree Approach

John Lee, Jow-Ran Chang, Lie-Jane Kao and Cheng-Few Lee

Ch Chapter 6 Microsoft Excel Approach to Estimating Alternative Option Pricing Models

John Lee, Jow-Ran Chang, Lie-Jane Kao and Cheng-Few Lee

Ch Chapter 7 Alternative Methods to Estimate Implied Variance

John Lee, Jow-Ran Chang, Lie-Jane Kao and Cheng-Few Lee

Ch Chapter 8 Greek Letters and Portfolio Insurance

John Lee, Jow-Ran Chang, Lie-Jane Kao and Cheng-Few Lee

Ch Chapter 9 Portfolio Analysis and Option Strategies

John Lee, Jow-Ran Chang, Lie-Jane Kao and Cheng-Few Lee

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DOI: 10.1007/978-3-031-14283-3

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