Lectures related to Sequential analysis

Risk Minimization from Adaptively Collected Data

Explores risk minimization from adaptively collected data with guarantees for policy learning and the importance of exploration strategies.

Distances and Motif Counts

Explores distances on graphs, cut norms, spanning trees, blockmodels, metrics, norms, and ERGMs in network data analysis.

Anomalies and Non-exchangeable: Statistical Analysis of Network Data

Explores anomaly detection in network data and exchangeability extensions for statistical analysis.

Probability Distributions in Environmental Studies

Explores probability distributions for random variables in air pollution and climate change studies, covering descriptive and inferential statistics.

Introduction to Fractional Factorial Designs

Covers Fractional Factorial Designs, types, examples, balanced designs, and exploiting redundancies in interactions.

Hydraulic Installations: Basic Data

Explores hydraulic installations' basic data, including evaporation values, flow rate measurements, and flood estimation methods.

Red Influence: Attractiveness, Desirability, and Status

Explores the effects of red on attractiveness, desirability, and status, emphasizing statistical analysis and the challenges of replication and publication bias.

T-tests and Empirical Tests

Explores t-tests, z-tests, and empirical tests for sample comparison and hypothesis testing.

Extreme Value Theory: Applications to Time Series

Explores Extreme Value Theory applications to time series, discussing extremogram, moving maxima, and rare event threshold sequences.

Graph metrics: Statistical analysis

Explores graph metrics and statistical analysis in network clustering, including ERGMs application in sociology and asymptotics.

Test of VLSI Systems: ATPG and Fault Coverage

Explores test vector generation, ATPG algorithms, fault coverage, and path sensitization in VLSI systems.

Digital Education Project

Explores the Digital Education Project, instructional approaches, project topics, and video impact.

Weather Events and Climate Change: Understanding the Impact

Explores the impact of weather events on climate change, emphasizing human influence and statistical analysis.

Genome-wide Association Studies: Statistical Analysis

Explains the statistical analysis of Genome-wide Association Studies and the importance of adjusting for multiple testing.

Seismic Analysis of Concrete Dams

Discusses seismic analysis and safety considerations for concrete dams, emphasizing dynamic modeling and cooling techniques.

Large Eddy Simulation: Turbulence Theory

Explores Large Eddy Simulation in turbulence theory, covering simulation approaches, energy decomposition, and statistical analysis.

Statistical analysis of network data

Covers stochastic properties, network structures, models, statistics, centrality measures, and sampling methods in network data analysis.

Turbulence: Statistical Analysis

Explores the statistical analysis of turbulence, including Kolmogorov's theory and modeling methods.

Data Collection and Analysis in Geomatics

Focuses on GPS data collection, statistical analysis, and visualization techniques for geomatics exercises.

Statistical Analysis: Hypothesis Testing and Distribution Models

Covers statistical analysis techniques, hypothesis testing, and distribution models using R software.