- Bayesian-Statistics-Econometrics VS Linear-Algebra-With-Python
- Bayesian-Statistics-Econometrics VS Basic-Statistics-With-Python
- Bayesian-Statistics-Econometrics VS Econometrics-With-Python
- Bayesian-Statistics-Econometrics VS Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
- Bayesian-Statistics-Econometrics VS Time-Series-and-Financial-Engineering-With-Python
- Bayesian-Statistics-Econometrics VS edward2
Bayesian-Statistics-Econometrics Alternatives
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Linear-Algebra-With-Python
Lecture Notes for Linear Algebra Featuring Python. This series of lecture notes will walk you through all the must-know concepts that set the foundation of data science or advanced quantitative skillsets. Suitable for statistician/econometrician, quantitative analysts, data scientists and etc. to quickly refresh the linear algebra with the assistance of Python computation and visualization.
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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.
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
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Econometrics-With-Python
Tutorials of econometrics featuring Python programming. This is a crash course for reviewing the most important concepts and techniques of basic econometrics, the theories are presented lightly without hustles of derivation and Python codes are straightforward.
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Time-Series-and-Financial-Engineering-With-Python
A series of lessons on time series analysis with Python
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Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
Bayesian-Statistics-Econometrics reviews and mentions
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Python for Econometrics for Practitioners [Free Online Courses]
Bayesian Statistics with Python: Bayesian statistics is the last pillar of quantitative framework, also the most challenging subject. The course will explore the algorithms of Markov chain Monte Carlo (MCMC), specifically Metropolis-Hastings, Gibbs Sampler and etc., we will build up our own toy model from crude Python functions. In the meanwhile, we will cover the PyMC3, which is a library for probabilistic programming specializing in Bayesian statistics.
Stats
weijie-chen/Bayesian-Statistics-Econometrics is an open source project licensed under MIT License which is an OSI approved license.
The primary programming language of Bayesian-Statistics-Econometrics is Jupyter Notebook.
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