Free Download Probability & Statistics for Finance: A Practical Guide for Quantitative Analysts and Traders (Practical Guides for Quantitative Analysts and Traders Book 2)
English | 2025 | ASIN: B0DY9JKFSD | 546 Pages | Epub | 1.67 MB
Reactive Publishing
Master Probability & Statistics for Smarter Financial Decision-Making
In the world of finance, trading, and risk management, understanding probability and statistics is essential. Whether you're analyzing market trends, pricing options, or optimizing portfolios, quantitative finance relies on a strong foundation in statistical methods.
This comprehensive guide bridges the gap between theory and application, helping you develop the skills needed to succeed in financial markets.
What You'll Learn:
Core Probability Concepts - Random variables, expected value, and probability distributions (Normal, Lognormal, Poisson)
Statistical Methods for Finance - Hypothesis testing, regression analysis, and Bayesian inference
Risk Management & Portfolio Optimization - Value at Risk (VaR), Monte Carlo simulations, and correlation analysis
Machine Learning in Finance - Predictive analytics, time series forecasting, and statistical arbitrage
Practical Python Applications - Code examples for data analysis, risk modeling, and backtesting strategies
Who This Book is For:
Traders & Investors - Improve your trading strategies with statistical insights
Financial Analysts & Risk Managers - Master probability-based risk assessment
Students & Quantitative Finance Professionals - Strengthen your mathematical foundation for real-world applications
With clear explanations, real-world case studies, and Python implementations, this book is designed to turn complex math into actionable financial insights.
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