Furthermore, we minimize the explanation of any financial concepts in this article as our focus is on introducing financial application of the Wolfram Language. We have provided all the custom functions in the text so that users can make changes as they learn how to program in the Wolfram Language. This article provides a comprehensive overview of functions related to finance and introduces many functions that are useful for real-world financial data analysis using Mathematica 12. Since the publication of Varian, Shaw and Stojanovic, there have been many updates and new functions, but no new articles or books have been written to cover wide areas of computational finance. Data-driven decision-making and predictive modeling are now the heart of every strategic financial decision. Moreover, the field of finance has become far more driven by data and technology since the 1990s, which has made large-scale data analysis the norm. Without the proper use of technology, it is almost impossible to analyze these functions of modern finance. Introductionįinance is computational in nature and often involves the analysis and visualization of complex data, optimization, simulation and use of data for risk management. We hope this feature will attract new users from the finance community. The feature of automatic data retrieval from online sources and its analysis makes all results reproducible without any modifications in the code. All examples provide a unique set of tools for users to engage with real-world financial data and solve practical problems. We hope that all the functions selected in this article are very useful for analyzing real-world financial data. They emphasize importing and visualization of data from many sources, valuation, capital budgeting, analysis of stock returns, portfolio optimization and analysis of bonds and stock options. Examples are taken from a wide range of finance areas. This article introduces many built-in and other financial functions that are based on concepts and models covered in undergraduate-level finance courses. The Wolfram Language has numerous knowledge-based built-in functions to support financial computations.
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