Statistical Analysis Courses and Certifications

Richard McElreath

Statistical Rethinking 2022 - Multi-Multilevel Models

Explore advanced statistical concepts including multiple cluster types, multilevel predictions, and non-centered priors in this comprehensive lecture on multi-multilevel models.

• YouTube
• 1 hour 1 minute
• Self-Paced
• Free Video

Richard McElreath

Statistical Rethinking 2022 - Good & Bad Controls

Explore causal inference through DAGs, backdoor criterion, and control variables. Learn to identify good and bad controls for accurate statistical analysis and avoid common pitfalls.

• YouTube
• 1 hour 28 minutes
• Self-Paced
• Free Video

Richard McElreath

Statistical Rethinking 2022 - Elemental Confounds

Explore key concepts in statistical analysis: forks, pipes, colliders, and unobserved confounds. Learn to identify and address elemental confounds for more robust research designs.

• YouTube
• 1 hour 9 minutes
• Self-Paced
• Free Video

Richard McElreath

Statistical Rethinking 2022 - Categories, Curves & Splines

Explore statistical concepts like categorical variables, contrasts, and splines. Learn Bayesian causal inference and polynomial models for advanced data analysis and modeling techniques.

• YouTube
• 1 hour 17 minutes
• Self-Paced
• Free Video

Dr. John Campbell

Statistical Error in Vitamin D Recommended Dietary Allowance Estimation

Uncover a critical statistical error in vitamin D recommendations that led to dosages 15-22 times too low, exploring the flawed methodology and its serious public health implications.

• YouTube
• 19 minutes
• Self-Paced
• Free Video

Statistical Analysis using SPSS for Beginners

Master essential statistical analysis techniques using SPSS software, from basic data management to advanced hypothesis testing, correlation analysis, and result interpretation for real-world applications.

• Swayam
• 8 weeks
• Self-Paced
• Free Online Course

MCO-03: Research Methodology and Statistical Analysis

1 rating

The Objective of this course to pay awareness to the most important aspect of Research i.e. Research Methodology. It will enable the Researchers to build up the most suitable methodology for their Research Studies.

• Swayam
• 16 weeks
• Self-Paced
• Free Online Course

Statistical Data Analysis using R

Master statistical data analysis fundamentals using R programming, from data organization and visualization to probability models, regression analysis, hypothesis testing, and time series documentation.

• Swayam
• 12 weeks
• Self-Paced
• Free Online Course

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
• Self-Paced
• Free Video

Career Certificate

Introduction to Data Science

102166 ratings at Coursera

Comprehensive introduction to data science fundamentals, covering key concepts, tools, and methodologies. Develop essential skills for data analysis, decision-making, and career advancement in this rapidly growing field.

• Coursera
• 4 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 4 courses

Adaptive Intervention: Healing with Data - Maximizing Treatment Efficacy

Explore adaptive interventions for chronic diseases and addiction, focusing on personalized treatment approaches that dynamically adjust based on individual responses, maximizing efficacy and minimizing over-treatment.

• YouTube
• 1 hour 15 minutes
• Self-Paced
• 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
• Self-Paced
• Free Video

Alan Turing Institute

New Challenges in Computational Statistics

Explore cutting-edge computational statistics challenges and innovations in this lecture by Professor Gareth Roberts, focusing on complex data analysis and algorithm advancements in statistical science.

• YouTube
• 1 hour 4 minutes
• Self-Paced
• Free Video

Alan Turing Institute

Statistics in Cyber-Security - Dr Nick Heard, Imperial College London

Explore statistical approaches for cyber-security, from micro-level models to full network graph representations, to identify illegitimate network activity using enterprise data sources.

• YouTube
• 1 hour 1 minute
• Self-Paced
• Free Video

Richard McElreath

Statistical Rethinking 2022 - Missing Data

Explore Bayesian imputation techniques for handling missing data, including DAG analysis, conceptual understanding, and practical implementation using Stan.

• YouTube
• 1 hour 18 minutes
• Self-Paced
• Free Video