Statistical Methods Courses and Certifications

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

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

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

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

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

Simons Institute

Distribution Testing - Hypothesis Testing from Very Little or Very Private Data

Explore hypothesis testing techniques for distribution analysis using limited or private datasets, focusing on sublinear algorithms and their applications in data science.

• YouTube
• 1 hour 17 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

International Centre for Theoretical Sciences

Point Estimation Combining Measurements and Fitting - Lecture 2

Explore advanced statistical techniques for point estimation, measurement combination, and data fitting in high-energy physics, enhancing analysis skills for complex experimental data.

• YouTube
• 1 hour 32 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

International Centre for Theoretical Sciences

Tools of High Dimensional Data - Lecture 3

Explore high-dimensional data analysis techniques with Bruce Walsh, focusing on advanced tools and methods for complex datasets in biological evolution and genetics.

• YouTube
• 1 hour 42 minutes
• On-Demand
• Free Video

Labroots

Reference Intervals: Establishment, Use, and Pitfalls in Laboratory Medicine

Explore the principles and methodologies for establishing laboratory reference intervals, focusing on direct and indirect methods, with practical insights using PTH measurement as a case study.

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

Kyoto-U OCW - Unofficial

家畜育種学・量的遺伝学における統計的手法の過去現在未来 - 第3章

家畜育種学と量的遺伝学における統計的手法の歴史的発展について、メンデル遺伝学以降の創始者たちの貢献を探求する15分のセミナー講演。

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