General Linear Models, Part 1: Regression, Fall 2006 (KU)


Upcoming Workshops:

Thank you for visiting my course notes. Here are some upcoming opportunities to learn from me and my colleagues in person:

WorkshopDatesLocationInstructor
Diagnostic MeasurementMay 22-25, 2017Omni Hilton Head Oceanfront Resort, Hilton Head Island, South CarolinaJonathan Templin
Introduction to Longitudinal Multilevel ModelsMay 30-June 2, 2017Omni Hilton Head Oceanfront Resort, Hilton Head Island, South CarolinaLesa Hoffman

Statistical Methods in Psychology I (Psychology 790)
Fall Semester, 2006; University of Kansas

Course Documents
Syllabus
Final
Final

Lectures


Lecture 1 – Scales of Measurement

Lecture 2 – Elementary Probability Theory

Lecture 3 – Random Variables

Lecture 4 – Central Tendency

Lecture 5 – Measures of Dispersion

Lecture 6 – Point Estimation/Sampling Distributions

Lecture 7 – Normal Distributions

Lecture 8 – Hypothesis Testing

Lecture 9 – More Hypothesis Testing

Lecture 10 – Even More Hypothesis Testing

Lecture 11 – Confidence Intervals

Lecture 12 – t-tests

Lecture 13 – Linear Regression with One Predictor Variable

Lecture 14- Inference in Regression and Correlation Analysis

Lecture 15 – Diagnostics and Remedial Measures

Lecture 16 – Simultaneous Inference

Lecture 17 – Maxtrix Approaches to Simple Linear Regression

Lecture 18 – Multiple Regression I

Lecture 19 – Multiple Regression II

Lecture 20 – Statistical Case Studies

Lecture 21 – Polynomial and Interaction Terms in Regression

Lecture 22 – Regression Models for Quantitative and Qualitative Predictors

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