We found 8 articles by this author...
Vivek Krishnamoorthy
Vivek Krishnamoorthy heads Content & Research at QuantInsti. His career spans industry and academia: credit analyst at ICICI Bank and finance professor at SIBM Pune. Vivek holds an MBA from Nanyang Technological University and a B.E. in Electronics & Telecom from Mumbai University. Co-author of “Python Basics” and “A Rough & Ready Guide to Algo Trading”.
Bayesian Statistics in Finance: A Trader's Guide to Smarter Decisions
Explore how Bayesian statistics helps traders update beliefs, build adaptive models, and manage risk. Learn Bayes’ Theorem, Naive Bayes, Bayesian inference, and their applications in algorithmic trading and quantitative finance....
19 min read
Simple and Multiple Linear Regression in Algorithmic Trading: A Practical Guide for Quants
Explore how linear regression powers trading strategies in quantitative finance. Understand OLS, model assumptions, Python code for stock prediction, and real-world use cases for building and evaluating trading models....
23 min read
From Logistic to Random Forests: Mastering Non-linear Regression Models
Master non-linear regression: Logistic, Quantile, Decision Trees, Random Forests, SVR for finance. Tackle complex patterns, enhance predictive modeling with these machine learning tools....
14 min read
Beyond the Straight Line: Advanced Linear Regression Models for Financial Data
Master advanced linear regression models in finance: Polynomial, Ridge, Lasso, Elastic Net, LARS. Tackle multicollinearity, feature selection challenges for robust financial modeling. Learn key techniques now!...
15 min read
Bayesian Inference Methods and Formula Explained
To help develop a deeper understanding of statistical analysis by focusing on the methodologies adopted by frequentist statistics and Bayesian statistics....
10 min read
Linear Regression: Assumptions and Limitations
Linear regression assumptions, limitations, and ways to detect and remedy are discussed in this 3rd blog in the series. We use Python code to run some statistical tests to detect key traits in our models....
12 min read
Linear regression on market data - Implemented from scratch in Python and R
Learn to work with historical market data to implement linear regression models on Python and R, with reusable codes....
7 min read
Algo Trading Concepts | Time Series Analysis in Financial Markets with Vivek Krishnamoorthy
Episode #3 of our podcast features Vivek Krishnamoorthy (Head of Content and Research at QuantInsti) as our guest. We talk about the Time Series Analysis and how it can be applied to the Financial Markets....
1 min read