Statistical Methods Courses and Certifications

Statistical Methods and Data Analysis

Discover statistical methods and R programming for data analysis, covering visualization, descriptive statistics, probability, sampling, significance tests, regression, and big data techniques.

• Coursera
• 20 hours 23 minutes
• On-Demand
• Paid Course

Statistical Methods for Psychological Research

Discover statistical principles and techniques for psychology research, covering descriptive/inferential statistics, ANOVA, regression, and non-parametric methods.

• Coursera
• 1 day 2 hours 49 minutes
• On-Demand
• Paid Course

Fields Institute

Using Statistical Methods and Reproducible Tools to Gain New Insights from Biomed and Public Health Data

Learn statistical methods and reproducible tools for analyzing biomedical and public health data, gaining valuable insights for research and decision-making in healthcare.

• YouTube
• 54 minutes
• On-Demand
• Free Video

International Mathematical Union

Second and Higher Order Statistical Methods in Some Once Differentiable Problems

Explores advanced statistical methods for high-dimensional data analysis, including bias correction in linear regression, bootstrap techniques for distribution approximation, and functional estimation of mean vectors.

• YouTube
• 46 minutes
• On-Demand
• Free Video

Computational Genomics Summer Institute CGSI

Statistical Methods for Cancer Risk Prediction Models - CGSI 2023

Explore statistical methods for cancer risk prediction models, focusing on Bayesian approaches and applications to Li-Fraumeni syndrome and personalized risk assessment for cancer survivors.

• YouTube
• 51 minutes
• On-Demand
• Free Video

Galileo Galilei Institute

Statistical Methods for Data Analysis in Particle Physics - Lecture 4

Statistical techniques for particle physics data analysis, covering advanced methods and applications in experimental high-energy physics research.

• YouTube
• 1 hour 49 minutes
• On-Demand
• Free Video

Galileo Galilei Institute

Statistical Methods for Data Analysis in Particle Physics - Lecture 2

Explore advanced statistical techniques for particle physics data analysis, focusing on hypothesis testing, confidence intervals, and likelihood methods in experimental research.

• YouTube
• 2 hours
• On-Demand
• Free Video

Galileo Galilei Institute

Statistical Methods for Data Analysis in Particle Physics - Lecture 1

Explore statistical methods for particle physics data analysis, covering fundamental concepts and techniques essential for researchers in high-energy physics experiments.

• YouTube
• 1 hour 52 minutes
• On-Demand
• Free Video

NPTEL-NOC IITM

Review of Statistical and Analytical Methods

Discover key statistical and analytical methods through a comprehensive review session covering essential techniques and their applications in data analysis.

• YouTube
• 32 minutes
• On-Demand
• Free Video

USENIX

Misuse, Misreporting, Misinterpretation of Statistical Methods in Usable Privacy and Security Papers

Uncover critical flaws in statistical methods used in usable privacy and security research, examining 20 years of papers to identify common misuse patterns and reporting issues.

• YouTube
• 12 minutes
• On-Demand
• Free Video

London School of Economics and Political Science

Statistics 1 Part 2: Statistical Methods

11 ratings at edX

The second in a series of four courses which help you to master statistics fundamentals and build your quantitative skillset for progression in high-growth careers, or to use as step towards further study at undergraduate level.

• edX
• 5 weeks, 12-15 hours a week
• On-Demand
• Free Online Course (Audit)

Measuring Individual Poverty: Correlates and Variation Over Time in Australia

Explore longitudinal Australian poverty data, examining factors influencing household poverty status, persistence patterns, and community correlations from 2006 to 2016.

• YouTube
• 49 minutes
• On-Demand
• Free Video

Social Sequence Analysis: An Introduction and Overview

Introduction to social sequence analysis: history, research applications, data sources, capabilities, limitations, and software options for analyzing event and state sequences.

• YouTube
• 1 hour 21 minutes
• On-Demand
• Free Video

International Mathematical Union

Elchanan Mossel: Combinatorial Statistics and the Sciences

Explore the intersection of combinatorial statistics and scientific applications with insights from renowned mathematician Elchanan Mossel in this thought-provoking lecture.

• YouTube
• 45 minutes
• On-Demand
• Free Video

Alan Turing Institute

Fast and Optimal Low-Rank Tensor Regression via Importance - Garvesh Raskutti, UW-Madison

Explore low-rank tensor regression using importance sketching for efficient high-dimensional data analysis, with theoretical guarantees and practical applications in neuroimaging.

• YouTube
• 37 minutes
• On-Demand
• Free Video