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Related lectures (32)

Page 3 of 4

Long-range Correlations in Polymer Science

Explores the significance of long-range correlations in polymer science models and approximations.

Choice Models: Piecewise Linear Specification

Introduces the piecewise linear specification in choice models, illustrating how sensitivity to travel time varies.

Data Analysis: Correlation Measures

Covers the basics of data analysis, focusing on statistical concepts and correlation measures.

Probability and Statistics

Covers probability, statistics, independence, covariance, correlation, and random variables.

Principal Component Analysis: Introduction

Introduces Principal Component Analysis, focusing on maximizing variance in linear combinations to summarize data effectively.

Corals as Paleoclimate Proxies

Explores corals as proxies for past climate, focusing on their geochemical variables and precision, using microanalytical tools and evaluating trace-element chemistry differences.

Market Response Functions

Explores market response functions, flash crashes, correlation estimation, and noise filtering in finance.

Intraday Data Analysis

Covers intraday data analysis, systematic studies, debugging, multicore computing, GPU programming, and correlation computation with GPUs.

Describing Data: Statistics and Hypothesis Testing

Covers descriptive statistics, hypothesis testing, and correlation analysis with various probability distributions and robust statistics.

Linear Regression: Basics and Applications

Explains the least-squares regression line, correlation coefficients, outliers, influential points, and residuals in regression models.