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ap statistics - regression & computer outputs

originally streamed in 2019 with Jerry KosoffTeacher
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Learn how to read and interpret regression computer outputs for AP Statistics. This video breaks down coefficient tables, residual plots, S values, and R-squared so you can confidently analyze linear models on the AP exam. Perfect for AP Stats stude ...more

covered in this stream

units
Unit 2 – Exploring Two–Variable Data
topics
2.4 Representing the Relationship Between Two Quantitative Variables2.5 Correlation2.6 Linear Regression Models2.7 Residuals2.8 Least Squares Regression2.9 Analyzing Departures from LinearityAdvanced Linear RegressionLeast-Squares Regression LinesScatterplots & Association

timestamps

  • 0:00

    Introduction to Bivariate Data

  • 0:31

    Key Measures: s and R-Squared

  • 1:01

    Describing Scatter Plots

  • 2:03

    Regression Line Equation

  • 3:04

    Intercept and Slope Interpretation

  • 3:34

    Understanding Residuals

  • 4:36

    Grocery Store Example Scenario

  • 5:07

    Interpreting Slope and Intercept

  • 6:10

    Slope in Context

  • 7:11

    Identifying Outliers

  • 8:14

    Calculator for R-Squared

  • 10:20

    Least Squares Regression

  • 11:25

    Minimizing Squared Residuals

  • 13:30

    Scatter Plot Demo

  • 15:05

    Interpreting s Value

  • 16:06

    s Interpretation Template

  • 18:11

    Introducing R-Squared

  • 19:15

    Coefficient of Determination

  • 20:17

    R-Squared Template

  • 21:19

    Variation Explained by Model

  • 23:23

    Sample R-Squared Response

  • 24:24

    Reading Computer Outputs

  • 25:28

    Slope and Intercept in Output

  • 27:33

    Another Output Example

  • 28:35

    Jenny's Treadmill Scenario

  • 29:06

    Writing Regression Equation

  • 30:08

    Making Predictions

  • 31:13

    Interpreting s in Context

  • 33:19

    Review and Practice Questions

  • 34:50

    Identifying Slope in Output

  • 36:27

    Predicted vs Actual Values

  • 37:28

    Dangers of Extrapolation

  • 39:00

    Common AP Questions

  • 40:35

    Leverage and Influence

  • 42:39

    Influential Points Examples

  • 44:46

    Describing Associations

  • 45:50

    Fiveable Updates and Closing

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Study Content & Tools

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Company

What's New?PricingBulk DiscountsTestimonialsFAQsEmail us

Resources

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history

🌎 ap world history🇺🇸 ap us history🇪🇺 ap european history

social science

✊🏿 ap african american studies🗳️ ap comparative government🚜 ap human geography💶 ap macroeconomics🤑 ap microeconomics🧠 ap psychology👩🏾‍⚖️ ap us government

english & capstone

✍🏽 ap english language📚 ap english literature🔍 ap research💬 ap seminar

arts

🎨 ap art & design🖼️ ap art history🎵 ap music theory

science

🧬 ap biology🧪 ap chemistry♻️ ap environmental science🎡 ap physics 1🧲 ap physics 2💡 ap physics c: e&m⚙️ ap physics c: mechanics

math & computer science

🧮 ap calculus ab♾️ ap calculus bc📐 ap precalculus📊 ap statistics💻 ap computer science a⌨️ ap computer science p

world languages

🇨🇳 ap chinese🇫🇷 ap french🇩🇪 ap german🇮🇹 ap italian🇯🇵 ap japanese🏛️ ap latin🇪🇸 ap spanish language💃🏽 ap spanish literature

go beyond AP

high school exams

✏️ PSAT🎓 Digital SAT🎒 ACT

honors classes

🍬 honors algebra II🫀 honors anatomy🐇 honors biology👩🏽‍🔬 honors chemistry💲 honors economics📐 honors geometry⚾️ honors physics📏 honors pre-calculus📊 honors statistics🗳️ honors us government🇺🇸 honors us history🌎 honors world history

college classes

👩🏽‍🎤 arts👔 business🎤 communications🏗️ engineering📓 humanities➗ math🧑🏽‍🔬 science💶 social science

hs classes

🏛️ alabama history⛰️ appalachian studies🌴 california history🌍 earth science🌐 ethnic studies🐊 florida history🍑 georgia history🌎 global studies🌺 hawaiian studies📰 journalism🪶 native american studies🌵 new mexico history🤠 oklahoma history⚗️ physical science🎙️ speech and debate🤝 texas government🤠 texas history🌲 washington state history🕊️ world religions
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© 2026 Fiveable Inc. All rights reserved.

AP® and SAT® are trademarks registered by the College Board, which is not affiliated with, and does not endorse this website.