YoVDO

Time Series Analysis via Matrix Estimation

Offered By: Simons Institute via YouTube

Tags

Time Series Analysis Courses Linear Regression Courses Algorithms Courses

Course Description

Overview

Explore time series analysis through matrix estimation in this 30-minute lecture by Devavrat Shah from MIT. Delve into sample questions, matrix estimation techniques, time series imputation, and algorithm development. Gain insights into basic theorems, experimental results, and linear regression applications in the context of societal networks.

Syllabus

Intro
Sample Questions
Matrix Estimation
Time Series Imputation
Algorithm
Basic Theorem
Experimental Results
Linear Regression


Taught by

Simons Institute

Related Courses

Information Theory
The Chinese University of Hong Kong via Coursera
Intro to Computer Science
University of Virginia via Udacity
Analytic Combinatorics, Part I
Princeton University via Coursera
Algorithms, Part I
Princeton University via Coursera
Divide and Conquer, Sorting and Searching, and Randomized Algorithms
Stanford University via Coursera