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PSYC 60: Introduction to Statistics

PSYC 60: Introduction to Statistics (Winter 2016, UC San Diego). Instructor: Professor Adam J. Dede. This course provides an introduction to both descriptive and inferential statistics, core tools in the process of scientific discovery and the interpretation of research. Descriptive statistics are used to organize and describe sets of observations (data). Inferential statistics provide insight into characteristics of a population of interest based on a sample from that population. Emphasis will be on both conceptual understanding and calculation skills.

Lecture 05 - Regression


Go to the Course Home or watch other lectures:

Lecture 01 - Course Introduction, What is Statistics?
Lecture 02 - Graphs and Average
Lecture 03 - Measures of Variability, Characteristics of a Normal Distribution
Lecture 04 - Correlation
Lecture 05 - Regression
Lecture 06 - Probability
Lecture 07 - Sampling Distribution
Lecture 08 - Review and Sampling Distribution
Lecture 09
Lecture 10 - Hypothesis Testing
Lecture 11 - T-test
Lecture 12 - Power, Error, and Confidence
Lecture 13 - T-tests: Two Independent Samples, Paired Samples, Repeated Samples
Lecture 14 - T-tests: Two Independent Samples, Paired Samples, Repeated Samples
Lecture 15 - Single Factor ANOVA
Lecture 16 - Repeated Measures ANOVA
Lecture 17 - ANOVA and Regression
Lecture 18 - ANOVA and Regression
Lecture 19 - Chi Squared Test
Lecture 20 - Review