weijie-chen / Basic-Statistics-With-Python
Introduction to statistics featuring Python. This series of lecture notes aim to walk you through all basic concepts of statistics, such as descriptive statistics, parameter estimations, hypothesis testing, ANOVA and etc. All codes are straightforward to understand.
☆115Updated 10 months ago
Alternatives and similar repositories for Basic-Statistics-With-Python:
Users that are interested in Basic-Statistics-With-Python are comparing it to the libraries listed below
- A series of lessons on time series analysis with Python☆69Updated 9 months ago
- Bayesian Statistics-Econometrics☆84Updated 10 months ago
- A quick introduction to all most important concepts of Probability Theory, only freshman level of mathematics needed as prerequisite.☆48Updated 3 years ago
- Tutorials of econometrics featuring Python programming. This is a crash course for reviewing the most important concepts and techniques o…☆405Updated 10 months ago
- These are notes for macroeconomic analysis, summarised in past years for macro trading/analysis.☆29Updated 2 years ago
- Code from "Introduction to Python for Econometrics, Statistics and Data Analysis" by Kevin Sheppard☆77Updated 3 years ago
- An Essential Graphic Primer of Matplotlib☆29Updated 3 years ago
- ECN 5090- Machine Learning in Economics and Finance (Python)☆77Updated 2 years ago
- The repository of "Python for Finance Cookbook" 2nd edition☆215Updated 2 years ago
- Time Series Analysis with Python Cookbook, published by Packt☆273Updated last year
- ☆79Updated 2 years ago
- Python for Finance module for Imperial MSc in Mathematics and Finance☆99Updated 5 months ago
- Credit-Risk Modelling Libraries☆118Updated 7 years ago
- Jupyter Notebooks and code for the book Financial Theory with Python (O'Reilly) by Yves Hilpisch.☆85Updated last year
- Notebooks for https://python.quantecon.org☆239Updated this week
- Syllabus and exercises for "Data Science for Finance," a course taught in the Masters of Financial Engineering program at UC Berkeley's H…☆18Updated 7 years ago
- Winter 2020 Course description: Econometric and statistical techniques commonly used in quantitative finance. Use of estimation applicat…☆39Updated 4 years ago
- A set of notebooks the provide an introduction to Python.☆99Updated last year
- This repo contains all the files material releated to WorldQuant University's Data Science Summer 2020 Session Unit 2: Machine Learning a…☆30Updated 4 years ago
- AlphaWaveData delivers APIs for financial data analysis.☆71Updated 3 years ago
- Practical, hands-on risk modeling, risk assessment and verifications of risk models across major risk classes and understanding risk regu…☆11Updated 2 years ago
- ☆43Updated 3 months ago
- All Python Code for World Quant University Master degree.☆28Updated 4 years ago
- Functions built on material from Columbia's Coursera courses on Financial Engineering and Risk Management (I & II).☆17Updated 7 years ago
- ☆71Updated 3 years ago
- Quant Research☆72Updated last month
- Notebooks that support https://python-advanced.quantecon.org☆19Updated 2 months ago
- Projects are developed for implementing the knowledge gained in the courses studied at World Quant University and meeting the requirement…☆28Updated 5 years ago
- Machine learning for financial risk management☆21Updated last year
- Class materials of Credit Risk Management taught by prof. Ed Hayes☆12Updated 7 years ago