# Mathematics and Econometrics

Learn the practical applications of mathematics and econometrics in finance. This series of blogs covers time series analysis, portfolio management, probability distribution, econometrics and many mathematical models.

#### Standard deviation and its use cases in Trading

Learn all about Standard Deviation via various use cases - standard deviation formula, calculating standard deviation, use of standard deviation in trading, and more!...

#### Dijkstra algorithm

Learn all about the Dijkstra algorithm! Dijkstra algorithm is one of the greedy algorithms to find the shortest path in a graph or matrix....

#### Grokking Linear Regression Analysis in Finance

Getting under the hood of linear regression where we demystify the jargon regularly encountered on the topic. Let’s dive in!...

#### Central Limit Theorem explained in Python (with examples)

This blog discusses the central limit theorem, its definition, explanation and importance with the help of examples in Python. The concepts of samples and sampling distribution are also covered....

#### Stationarity in Time Series Analysis Explained using Python

In this article, you will learn about the stationary series, how to detect stationarity and convert a non-stationary series into a stationary series....

#### Kurtosis & its Application in Risk Evaluation

This blog discusses the concept of kurtosis and its application in understanding the risk profiles of financial securities besides common misconceptions regarding its calculation and interpretation....

#### Markov Model - An Introduction

In this post, we will learn about Markov Model and review two of the best known Markov models namely the Markov Chains, and the Hidden Markov Model (HMM)....