Read More 303 views14 minute read Python for Quants XRP-based Crypto Investment Portfolio Inspired by Ripple vs SEC LawsuitByDr. Pawel LachowiczJuly 27, 2023 Crypto-market price actions often revolves around the news. Good or bad? It does not matter. However, the recent… Read More
Read More 304 views17 minute read Python for Quants Czekanowski Index-Based Similarity as Alternative Correlation Measure in N-Asset Portfolio AnalysisByDr. Pawel LachowiczOctober 27, 2021 In quantitative finance we are used to measuring direct linear correlations or non-linear cross-bicorrelations among various time-series. For… Read More
Read More 300 views6 minute read Python for Quants Introduction to Sell-Off Analysis for Crypto Coins: Triggered by Bitcoin?ByDr. Pawel LachowiczMarch 15, 2021 They say that small fishes buy and sell driven by unstable waters but only big whales make the… Read More
Read More 289 views7 minute read Python for Quants Predicting Heavy and Extreme Losses in Real-Time for Portfolio Holders (1)ByDr. Pawel LachowiczJune 14, 2015 The probability of improbable events. The simplicity amongst complexity. The purity in its best form. The ultimate cure… Read More
Read More 285 views8 minute read Python for Quants Applied Portfolio VaR Decomposition. (3) Incremental VaR and Portfolio Revaluation.ByDr. Pawel LachowiczMarch 25, 2015 In today’s part in the series, we will discuss the concept of Incremental VaR (Value-at-Risk) and its impact… Read More
Read More 273 views3 minute read Python for Quants Applied Portfolio VaR Decomposition. (2) Impact vs Moving Elements.ByDr. Pawel LachowiczJanuary 28, 2015 Calculations of daily Value-at-Risk (VaR) for any $N$-asset portfolio, as we have studied it already in Part 1,… Read More
Read More 288 views8 minute read Python for Quants Applied Portfolio VaR Decomposition. (1) Marginal and Component VaR.ByDr. Pawel LachowiczJanuary 18, 2015 Risk. The only ingredient of life that makes us growing and pushing outside our comfort zones. In finance,… Read More
Read More 281 views4 minute read Python for Quants Asset Allocation for Tangent Portfolio with Risk-Free Asset in PythonByDr. Pawel LachowiczMay 16, 2014 Studying a new programming language is an adventurous journey. It takes time in case of Python. Even for… Read More
Python for Quants Roy’s Safety-First Criterion in Portfolio Optimization ProblemByDr. Pawel LachowiczMarch 30, 2014 The main objective of portfolio selection is the construction of a portfolio that maximises expected return given a… Read More
Read More 304 views6 minute read Python for Quants Preprocessing of Asset Price Series for Portfolio OptimizationByDr. Pawel LachowiczDecember 4, 2013 Portfolio Optimization is a significant component of Matlab’s Financial Toolbox. It provides us with ready-to-use solution in finding… Read More
Read More 296 views5 minute read Python for Quants Information Ratio and its Relative Strength for Portfolio ManagersByDr. Pawel LachowiczNovember 12, 2013 The risk and return are the two most significant quantities investigated within the investment performance. We expect the… Read More
Read More 315 views3 minute read Python for Quants Coskewness and Cokurtosis in FinanceByDr. Pawel LachowiczJanuary 20, 2013 Suppose you are responsible for the management of a current company’s portfolio $P$ consisting of $N$ securities (e.g.… Read More
Read More 285 views5 minute read Python for Quants Final Frontier of Efficient FrontierByDr. Pawel LachowiczJanuary 13, 2013 Have you ever considered why in the risk-return space the efficient frontier takes its shape which resembles some… Read More
Read More 299 views5 minute read Python for Quants 2-Asset Portfolio ConstructionByDr. Pawel LachowiczJanuary 12, 2013 When you start your journey in the world of finance and money investment, sooner or later, you hit… Read More