Skip to main content
Graph
Search
fr
en
Login
Search
All
Categories
Concepts
Courses
Lectures
MOOCs
People
Quizes
Exercises
Publications
Startups
Units
Show all results for
Home
Lecture
Property Estimation and Exponential Family
Graph Chatbot
Related lectures (56)
Property Testing: Uniform Distribution
Covers property testing for uniform distributions and the importance of reliable predictions.
Hypothesis Testing: Statistics Overview
Provides an overview of hypothesis testing, p-values, Wald test, and non-parametric statistics.
Property Testing
Covers the concept of property testing using statistical methods.
Exponential Family: Maximum Entropy Distributions
Covers exponential families and maximum entropy distributions under moment constraints.
Generalization Error
Explores tail bounds, information bounds, and maximal leakage in the context of generalization error.
Distribution Estimation
Covers the estimation of distributions using samples and probability models.
Hypothesis Testing in Statistics
Delves into hypothesis testing, covering test statistics, critical regions, power functions, p-values, multiple testing, and non-parametric statistics.
Hypothesis Testing: State of Nature
Explores hypothesis testing, emphasizing the state of nature and the importance of choosing the most powerful test.
Optimality in Statistical Inference
Delves into the duality between confidence intervals and hypothesis tests, emphasizing the importance of precision and accuracy in estimation.
Statistical Models: Basics & Applications
Covers statistical concepts like probability, estimation, hypothesis testing, and confidence intervals for mathematicians.
Software Testing: Avoiding and Fixing Bugs
Emphasizes the critical role of software testing in preventing and resolving bugs during development.
Specification Testing
MOOC: Introduction to Discrete Choice Models
Covers specification testing in choice models, highlighting the impact of errors.
Multi-arm bandits: Distribution Estimation
Covers multi-arm bandits and distribution estimation, emphasizing the importance of robust estimators.
Specification Testing and Machine Learning
Explores specification testing, machine learning, overfitting, regularization, prediction tests, and variable selection.
Entropy and Sampling Theory
Explores entropy, exponential family, sampling theory, and statistical inference from samples.
Property-Based Testing: Advanced Techniques
Explores advanced software testing techniques, including property-based testing, to ensure code correctness and improve software quality.
Special Families of Models
Log in to Mediaspace to watch this video
Explores completeness, minimal sufficiency, and special statistical models, focusing on exponential and transformation families.
Software Quality: Managing Defects and Testing Strategies
Log in to Mediaspace to watch this video
Explores managing defects, testing strategies, and challenges in software quality, with real-world examples and case studies.
Probability Distributions in Environmental Studies
Log in to Mediaspace to watch this video
Explores probability distributions for random variables in air pollution and climate change studies, covering descriptive and inferential statistics.
Property-Based Testing: QuickChick
Log in to Mediaspace to watch this video
Explores property-based testing using QuickChick, focusing on software correctness, specifications, and dynamic information flow control.
Previous
Page 1 of 3
Next