About the Notes

Prerequisites

• (Recommended) Basic understanding of probability and statistics.
• (Recommended) Exposure to user-centered design. If you are unfamiliar with it, see the lecture notes in the following page: IS211 Interaction Design and Prototyping).

Lecture Notes

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The following notes are still work-in-progress. Expect breaking changes.

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Part 1: Foundations

Empirical Methods for HCI

Philosophical Foundations

Research Ethic

Part 2: Quantitative Methods

Experimental Design

Data Collection (TODO)

Exploratory Data Analysis (TODO)

t-Tests and Hypothesis Testing (TODO)

ANOVA and Multi-Factor Designs (TODO)

Regression Analysis (TODO)

Survey Design and Scale Analysis (TODO)

Sequential and Interaction Log Data (TODO)

Longitudinal and Time Series Analysis (TODO)