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Financial Data Science & AI | CFA Level 1 | MidhaFin CFA Level 1 · Module 02 Quantitative Methods · Chapter 11 Introduction to Financial Data Science MidhaFin23 min readUpdated August 2026 Reading tools ☽Dark mode A+A− ▾Expand all answers Learning Objectives Describe big data and the characteristics that distinguish it, including alternative data. Describe […]
Simple Linear Regression & CAPM | CFA Level 1 | MidhaFin CFA Level 1 · Module 02 Quantitative Methods · Chapter 10 Applications of Simple Linear Regression in Finance MidhaFin29 min readUpdated August 2026 Reading tools ☽Dark mode A+A− ▾Expand all answers Learning Objectives Describe simple linear regression and estimate its coefficients by least squares. […]
Monte Carlo Simulation Methods | CFA Level 1 | MidhaFin CFA Level 1 · Module 02 Quantitative Methods · Chapter 9 Simulation of Financial Asset Prices and Returns MidhaFin24 min readUpdated August 2026 Reading tools ☽Dark mode A+A− ▾Expand all answers Learning Objectives Describe historical simulation and explain how it is used in investment applications. […]
Portfolio Risk and Return | CFA Level 1 | MidhaFin CFA Level 1 · Module 02 Quantitative Methods · Chapter 8 The Return and Risk of a Financial Portfolio MidhaFin29 min readUpdated August 2026 Reading tools ☽Dark mode A+A− ▾Expand all answers Learning Objectives Calculate the expected return of a portfolio as a weighted average […]
Hypothesis Testing & Errors | CFA Level 1 | MidhaFin CFA Level 1 · Module 02 Quantitative Methods · Chapter 7 Estimation and Hypothesis Testing MidhaFin30 min readUpdated August 2026 Reading tools ☽Dark mode A+A− ▾Expand all answers Learning Objectives Explain the central limit theorem and why it lets sample means be treated as normal. […]
Probability Distributions | CFA Level 1 | MidhaFin CFA Level 1 · Module 02 Quantitative Methods · Chapter 6 Statistical Distributions for Financial Asset Prices and Returns MidhaFin27 min readUpdated August 2026 Reading tools ☽Dark mode A+A− ▾Expand all answers Learning Objectives Calculate the unconditional expected value and variance of a random variable from its […]
Skewness, Kurtosis & Dispersion | CFA Level 1 | MidhaFin CFA Level 1 · Module 02 Quantitative Methods · Chapter 5 Statistical Characteristics of Asset Returns MidhaFin27 min readUpdated August 2026 Reading tools ☽Dark mode A+A− ▾Expand all answers Learning Objectives Calculate and interpret measures of central tendency and location for a return series. Calculate […]
Time Value of Money in Finance | CFA Level 1 | MidhaFin CFA Level 1 · Module 02 Quantitative Methods · Chapter 4 The Time Value of Money in Finance MidhaFin28 min readUpdated August 2026 Reading tools ☽Dark mode A+A− ▾Expand all answers Learning Objectives Value a fixed-income instrument as the present value of its […]
Money vs Time-Weighted Return | CFA Level 1 | MidhaFin CFA Level 1 · Module 02 Quantitative Methods · Chapter 3 Benchmarking Returns MidhaFin 28 min read Updated August 2026 Reading tools ☽Dark mode A+ A− ▾Expand all answers Learning Objectives Calculate a time-weighted rate of return by chain-linking sub-period returns between cash flows. Calculate […]
Types of Financial Returns | CFA Level 1 | MidhaFin CFA Level 1 · Module 02 Quantitative Methods · Chapter 2 Types of Financial Returns MidhaFin 22 min read Updated August 2026 Reading tools ☽Dark mode A+ A− ▾Expand all answers Learning Objectives Identify the two components of return and how their mix differs across […]
Financial Returns Explained | CFA Level 1 | MidhaFin CFA Level 1 · Module 02 Quantitative Methods · Chapter 1 Returns of Financial Assets and Instruments MidhaFin 24 min read Updated August 2026 Reading tools ☽Dark mode A+ A− ▾Expand all answers Learning Objectives Separate a total return into its price and income components, and […]
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