Links by Chapter

Anurag Pande, Ph.D. in Civil Engineering (Transportation); Peyton Ratto, Civil Engineering MS/MCRP; Ahmed Farid, Ph.D. in Civil Engineering

Links by Chapter

Below are the attributions for each chapter of the textbook. Included is the name of the source, the author of the source, and the Creative Commons license for the source.

Note: Text by Greg Wolfe, et al.: Access for free at https://openstax.org/books/college-physics-ap-courses/pages/1-connection-for-ap-r-courses

Note: All Khan Academy content is available for free at (www.khanacademy.org).

Chapter 1

“Algebra 2 Trigonometry” by Khan Academy is licensed by Creative Commons Attribution-NonCommercial-ShareAlike 3.0 United States (CC BY-NC-SA 3.0 US)
“Similarity” by Khan Academy is licensed by Creative Commons Attribution-NonCommercial-ShareAlike 3.0 United States (CC BY-NC-SA 3.0 US)
“Trigonometry” by Khan Academy is licensed by Creative Commons Attribution-NonCommercial-ShareAlike 3.0 United States (CC BY-NC-SA 3.0 US)
Law of sines: solving for a side | Trigonometry by Khan Academy is licensed by Creative Commons Attribution-NonCommercial-ShareAlike 3.0 United States (CC BY-NC-SA 3.0 US)
Law of cosines: solving for a side | Trigonometry (video) by Khan Academy is licensed by Creative Commons Attribution-NonCommercial-ShareAlike 3.0 United States (CC BY-NC-SA 3.0 US)
Right triangles & trigonometry | High school geometry by Khan Academy is licensed by Creative Commons Attribution-NonCommercial-ShareAlike 3.0 United States (CC BY-NC-SA 3.0 US)
Trigonometric equations and identities by Khan Academy is licensed by Creative Commons Attribution-NonCommercial-ShareAlike 3.0 United States (CC BY-NC-SA 3.0 US)
“Precalculus 2e: Right Triangle Trigonometry” by Jay Abramson is licensed by Creative Commons Attribution 4.0 International (CC BY 4.0)
“Algebra and Trigonometry: Chapter 7: Review Exercises and Practice Test” by Jay Abramson is licensed by Creative Commons Attribution 4.0 International (CC BY 4.0)
“Algebra and Trigonometry: Chapter 10: Review Exercises and Practice Test.” by Jay Abramson is licensed by Creative Commons Attribution 4.0 International (CC BY 4.0)
“Elements of Simple Circular Curves” by Mr. Shashikant B. Gosavi is licensed by Creative Commons Attribution 3.0 Unported (CC BY 3.0)
“Design of Vertical Curves on Roads” by Mr. Ashok Kumar is licensed by Creative Commons Attribution 3.0 Unported (CC BY 3.0)
“Types of Transition Curves” by Mr. Ashok Kumar is licensed by Creative Commons Attribution 3.0 Unported (CC BY 3.0)

Chapter 2

“Chapter 10: Exponential and Logarithmic Functions (10.2 and 10.3): Intermediate Algebra” by Lynn Marecek is licensed by Creative Commons Attribution 4.0 International (CC BY 4.0)
“Unit: Exponential and Logarithmic Functions” by Khan Academy is licensed by Creative Commons Attribution-NonCommercial-ShareAlike 3.0 United States (CC BY-NC-SA 3.0 US)
“Graphing Lab – Quadratics and Polynomials” by Dr. Mary Alice Smeal is licensed by Creative Commons Public Domain Mark 1.0
“Graphing Polynomial Functions” by Michael Pemberton is licensed by Creative Commons Attribution 3.0 Unported (CC BY 3.0)
“Graphs of Polynomials” by Khan Academy is licensed by Creative Commons Attribution-NonCommercial-ShareAlike 3.0 United States (CC BY-NC-SA 3.0 US)
“Unit: Polynomial Expressions, Equations, & Functions” by Khan Academy is licensed by Creative Commons Attribution-NonCommercial-ShareAlike 3.0 United States (CC BY-NC-SA 3.0 US)
“Solving Polynomial Equations by Factoring” by Keith Mann is licensed by Creative Commons Attribution 3.0 Unported (CC BY 3.0)
“Solving Polynomial Equations by Using Synthetic Substitution” by Keith Mann is licensed by Creative Commons Attribution 3.0 Unported (CC BY 3.0)
“Solve Polynomial Equations by Factoring” by LibreTexts is licensed by Creative Commons Attribution-NonCommercial-ShareAlike 3.0 United States (CC BY-NC-SA 3.0 US)
“Dividing Polynomials” by LibreTexts is licensed by Creative Commons Attribution-NonCommercial-ShareAlike 3.0 United States (CC BY-NC-SA 3.0 US)
“Chapter 5: Polynomials and Polynomial Functions Review Exercises: Intermediate Algebra” by Lynn Marecek is licensed by Creative Commons Attribution 4.0 International (CC BY 4.0)
https://www.merriam-webster.com/ is available under the Creative Commons CC0 License
https://www.lexico.com/

Chapter 3

“Example 4.9: Intermediate Algebra” by Lynn Marecek is licensed by Creative Commons Attribution 4.0 International (CC BY 4.0)
“Chapter 4: Chapter Review Exercises and Practice Test: Intermediate Algebra” by Lynn Marecek, OpenStax is licensed by Creative Commons Attribution 4.0 International (CC BY 4.0)
“Algebra (all content). Unit: System of Equations” by Khan Academy is licensed by Creative Commons Attribution-NonCommercial-ShareAlike 3.0 United States (CC BY-NC-SA 3.0 US)
Solving Linear Systems with 3 Variables by Khan Academy is licensed by Creative Commons Attribution-NonCommercial-ShareAlike 3.0 United States (CC BY-NC-SA 3.0 US)
“Chapter 4.4 Examples: Intermediate Algebra” by Lynn Marecek, OpenStax is licensed by Creative Commons Attribution 4.0 International (CC BY 4.0)
“Chapter 4, Chapter Review Exercises and Practice Test: Intermediate Algebra” by Lynn Marecek, OpenStax is licensed by Creative Commons Attribution 4.0 International (CC BY 4.0)
“Using Matrices to Solve Systems of Linear Equations” by Linda Green is licensed by Creative Commons Attribution 3.0 Unported (CC BY 3.0)
“4.5 Solve Systems of Equations Using Matrices: Intermediate Algebra 2e” by Lynn Marecek and Andrea Honeycutt Mathis, OpenStax, is licensed by Creative Commons Attribution 4.0 International (CC BY 4.0)
“Solve Systems of Linear Equations in Excel Without Using VBA” by Roel Van de Paar is licensed by Creative Commons Attribution 3.0 Unported (CC BY 3.0)
“Solving Sets of Linear Equations – Excel Solver” by Rebecca Ong is licensed by Creative Commons Attribution 3.0 Unported (CC BY 3.0)
https://www.merriam-webster.com/ is available under the Creative Commons CC0 License

Chapter 4

“Interpreting Derivatives” by Linda Green is licensed by Creative Commons Attribution 3.0 Unported (CC BY 3.0)
“Unit: Taking Derivatives” by Khan Academy by Khan Academy is licensed by Creative Commons Attribution-NonCommercial-ShareAlike 3.0 United States (CC BY-NC-SA 3.0 US)
“Unit 3.1: Introduction to Derivatives Practice Problems: Calculus I” by The Saylor Foundation is licensed by Creative Commons Attribution 3.0 Unported (CC BY 3.0)
“Contemporary Calculus” by Dave Hoffman is licensed by Creative Commons Attribution 3.0 Unported (CC BY 3.0)
“Unit 2.1: Instantaneous Rates of Change – The Derivative: Virginia Military Institute Calculus” by Gregory Hartman et al. is licensed by Creative Commons Attribution-NonCommercial 4.0 International (CC BY-NC 4.0)
“Unit: Taking Derivatives” by Khan Academy is licensed by Creative Commons Attribution-NonCommercial-ShareAlike 3.0 United States (CC BY-NC-SA 3.0 US)
“Unit: Continuity & Differentiability” by Khan Academy is licensed by Creative Commons Attribution-NonCommercial-ShareAlike 3.0 United States (CC BY-NC-SA 3.0 US)
“Unit: Differentiation: Composite, Implicit, and Inverse Functions: The Chain Rule: Introduction” by Khan Academy is licensed by Creative Commons Attribution-NonCommercial-ShareAlike 3.0 United States (CC BY-NC-SA 3.0 US)
“Unit: Differentiation: Definition and Basic Derivative Rules: Applying the Power Rule” by Khan Academy is licensed by Creative Commons Attribution-NonCommercial-ShareAlike 3.0 United States (CC BY-NC-SA 3.0 US)
“Derivatives of Trigonometric Functions” by Tyler Wallace is licensed by Creative Commons Attribution 3.0 Unported (CC BY 3.0)
“Chapter 3.5: Derivatives of Trigonometric Functions: Calculus Volume 1” by Gilbert Strang, Edwin “Jed” Herman on OpenStax is licensed by Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0)
“Unit: Taking Derivatives” by Khan Academy is licensed by Creative Commons Attribution-NonCommercial-ShareAlike 3.0 United States (CC BY-NC-SA 3.0 US)
“Chapter 3: Derivatives: Calculus Volume 1” by Gilbert Strang, Edwin “Jed” Herman on OpenStax is licensed by Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0). Access for free.
“Calculus 1 Unit: Integrals” by Khan Academy is licensed by Creative Commons Attribution-NonCommercial-ShareAlike 3.0 United States (CC BY-NC-SA 3.0 US)
“Chapter 5: Integration Review Exercises: Calculus Volume 1” by Gilbert Strang, Edwin “Jed” Herman on OpenStax is licensed by Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0). Access for free.
“Chapter 5.4 Exercises: Integration Formulas and the Net Change Theorem: Calculus Volume 1” by Gilbert Strang, Edwin “Jed” Herman on OpenStax is licensed by Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0). Access for free.
“Chapter 5.5 Exercises: Substitution: Calculus Volume 1” by Gilbert Strang, Edwin “Jed” Herman on OpenStax is licensed by Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0). Access for free.
“Calculus 1 Unit: Integrals” by Khan Academy is licensed by Creative Commons Attribution-NonCommercial-ShareAlike 3.0 United States (CC BY-NC-SA 3.0 US)
“Finding Area Under a Curve Using Integration” by Learning Videos is licensed by Creative Commons Attribution 3.0 Unported (CC BY 3.0)
“Chapter 6.1: Area Between Curves: Calculus Volume 1” by Gilbert Strang, Edwin “Jed” Herman on OpenStax is licensed by Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0). Access for free.
“Chapter 5.1 Approximately Areas: Calculus Volume 1” by Gilbert Strang, Edwin “Jed” Herman on OpenStax is licensed by Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0). Access for free.
“Math 144 – 5.4 – The Fundamental Theorem of Calculus” by Vincent Bouchard is licensed by Creative Commons Attribution 3.0 Unported (CC BY 3.0)
“Chapter 5.3: The Fundamental Theorem of Calculus: Calculus Volume 1” by Gilbert Strang, Edwin “Jed” Herman on OpenStax is licensed by Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0). Access for free.
https://www.merriam-webster.com/ is available under the Creative Commons CC0 License
“Calculus Volume 1” by Gilbert Strang, Edwin “Jed” Herman on OpenStax, Chapter 5.3: The Fundamental Theorem of Calculus: https://openstax.org/books/calculus-volume-1/pages/5-3-the-fundamental-theorem-of-calculus

Chapter 5

“College Physics for AP® Courses” by Greg Wolfe, Erika Gasper, John Stoke, Julie Kretchman, David Anderson, Nathan Czuba, Sudhi Oberoi, Liza Pujji, Irina Lyublinskaya, Douglas Ingram is licensed by is licensed by Creative Commons Attribution 4.0 International (CC BY 4.0). Access for free.
“Interpreting Motion Graphs” by Jennifer Cash is licensed by Creative Commons Attribution 3.0 Unported (CC BY 3.0)
PhET Interaction Simulations, University of Colorado Boulder is licensed by is licensed by Creative Commons Attribution 4.0 International (CC BY 4.0).
“Unit: One-dimensional Motion” by Khan Academy is licensed by Creative Commons Attribution-NonCommercial-ShareAlike 3.0 United States (CC BY-NC-SA 3.0 US)
“Motion Diagram” by Jennifer Cash is licensed by Creative Commons Attribution 3.0 Unported (CC BY 3.0)
“Comparing Motion Diagrams” by Andrew Duffy is licensed by Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0)
“Unit: One-dimensional Motion” by Khan Academy by Khan Academy is licensed by Creative Commons Attribution-NonCommercial-ShareAlike 3.0 United States (CC BY-NC-SA 3.0 US)
“Free Body Diagrams” by James Dann, Ph.D is licensed by Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0)
“Unit: Forces and Newton’s Law of Motion” by Khan Academy by Khan Academy is licensed by Creative Commons Attribution-NonCommercial-ShareAlike 3.0 United States (CC BY-NC-SA 3.0 US)
“Normal Force” by Jennifer Cash is licensed by Creative Commons Attribution 3.0 Unported (CC BY 3.0)
“Kinetic and Static Friction Forces” by North Carolina School of Science and Mathematics s licensed by Creative Commons Attribution 3.0 Unported (CC BY 3.0)
“Static Friction Equation” by Jennifer Cash is licensed by Creative Commons Attribution 3.0 Unported (CC BY 3.0)
“Kinetic Friction Equation” by Jennifer Cash is licensed by Creative Commons Attribution 3.0 Unported (CC BY 3.0)
“Static and Kinetic Friction Example” by Khan Academy by Khan Academy is licensed by Creative Commons Attribution-NonCommercial-ShareAlike 3.0 United States (CC BY-NC-SA 3.0 US)
“Practice: Static and Kinetic Friction” by Khan Academy by Khan Academy is licensed by Creative Commons Attribution-NonCommercial-ShareAlike 3.0 United States (CC BY-NC-SA 3.0 US)
“Newton’s 3 Laws of Motion” by Engineering Technology Simulation Learning Videos is licensed by Creative Commons Attribution 3.0 Unported (CC BY 3.0)
PhET Interaction Simulations, University of Colorado Boulder Creative Commons Attribution 4.0 International (CC BY 4.0)
“Laws of Gravitation” by Study Animated is licensed by Creative Commons Attribution 3.0 Unported (CC BY 3.0)
Introduction to spatial interaction modelling by Andy Newing through National Centre for Research Methods online learning resource is licensed by Creative Commons Attribution 3.0 Unported (CC BY 3.0)
“Angle Units” by Jennifer Cash is licensed by Creative Commons Attribution 3.0 Unported (CC BY 3.0)
“Angular Position and Displacement” by Jennifer Cash is licensed by Creative Commons Attribution 3.0 Unported (CC BY 3.0)
“Angular Velocity and Acceleration” by Jennifer Cash is licensed by Creative Commons Attribution 3.0 Unported (CC BY 3.0)
“Uniform Circular Motion” by Jennifer Cash is licensed by Creative Commons Attribution 3.0 Unported (CC BY 3.0)
“Unit: Centripetal Force and Gravitation” by Khan Academy is licensed by Creative Commons Attribution-NonCommercial-ShareAlike 3.0 United States (CC BY-NC-SA 3.0 US)
“Fictious Forces” by Camilla Tac is licensed by Creative Commons Attribution 3.0 Unported (CC BY 3.0)
“College Physics for AP® Courses” by Greg Wolfe, Erika Gasper, John Stoke, Julie Kretchman, David Anderson, Nathan Czuba, Sudhi Oberoi, Liza Pujji, Irina Lyublinskaya, Douglas Ingram. Access for free at https://openstax.org/books/college-physics-ap-courses/pages/1-connection-for-ap-r-courses

Chapter 6

“Unit: Impacts and Linear Momentum” by Khan Academy is licensed by Creative Commons Attribution-NonCommercial-ShareAlike 3.0 United States (CC BY-NC-SA 3.0 US)
“Momentum Notes” by Jeff Batey is licensed by Creative Commons Attribution 3.0 Unported (CC BY 3.0)
“College Physics for AP® Courses” by Greg Wolfe, Erika Gasper, John Stoke, Julie Kretchman, David Anderson, Nathan Czuba, Sudhi Oberoi, Liza Pujji, Irina Lyublinskaya, Douglas Ingram is licensed by Creative Commons Attribution 4.0 International (CC BY 4.0). Access for free.
PhET Interaction Simulations, University of Colorado Boulder is licensed by Creative Commons Attribution 4.0 International (CC BY 4.0).
“Equilibrium Forces” by Jennifer Cash is licensed by Creative Commons Attribution 3.0 Unported (CC BY 3.0)
“Static Equilibrium: Concept” by Jennifer Cash is licensed by Creative Commons Attribution 3.0 Unported (CC BY 3.0)
PhET Interaction Simulations, University of Colorado Boulder is licensed by Creative Commons Attribution 4.0 International (CC BY 4.0).
“Center of Gravity” by Jennifer Cash is licensed by Creative Commons Attribution 3.0 Unported (CC BY 3.0)
“Dynamic Balance” by Alejandro Garcia is licensed by Creative Commons Attribution 3.0 Unported (CC BY 3.0)
“College Physics for AP® Courses” by Greg Wolfe, Erika Gasper, John Stoke, Julie Kretchman, David Anderson, Nathan Czuba, Sudhi Oberoi, Liza Pujji, Irina Lyublinskaya, Douglas Ingram. Access for free at https://openstax.org/books/college-physics-ap-courses/pages/1-connection-for-ap-r-courses

Chapter 7

“Basic Properties of Waves” by Animations for Physics and Astronomy is licensed by Creative Commons Attribution 3.0 Unported (CC BY 3.0)
“College Physics for AP® Courses” by Greg Wolfe, Erika Gasper, John Stoke, Julie Kretchman, David Anderson, Nathan Czuba, Sudhi Oberoi, Liza Pujji, Irina Lyublinskaya, Douglas Ingram is licensed by Creative Commons Attribution 4.0 International (CC BY 4.0). Access for free.
“Wave on a String” by PhET Simulations is licensed by Creative Commons Attribution 4.0 International (CC BY 4.0).
“Wave Interference” by PhET Simulations is licensed by Creative Commons Attribution 4.0 International (CC BY 4.0).
“Acoustics and Your Environment: The Bais of Sound and Highway Traffic Noise” by PublicResourceOrg is licensed by Creative Commons Attribution-ShareAlike 3.0 Unported (CC BY-SA 3.0)
“Sound Waves and Their Sources (1933) Remastered” by Sterocanvas is licensed by Creative Commons Attribution-ShareAlike 3.0 Unported (CC BY-SA 3.0)
“What is the Doppler Effect?” by Engineering Technology Simulation Learning Videos is licensed by Creative Commons Attribution-ShareAlike 3.0 Unported (CC BY-SA 3.0)
“What is Noise Pollution? What does noise pollution mean? Noise pollution meaning and explanation?” is licensed by Creative Commons Attribution-ShareAlike 3.0 Unported (CC BY-SA 3.0)
“Adsorptive Sound Wall Systems” by SoundFighterWalls is licensed by Creative Commons Attribution-ShareAlike 3.0 Unported (CC BY-SA 3.0)
“College Physics for AP® Courses” by Greg Wolfe, Erika Gasper, John Stoke, Julie Kretchman, David Anderson, Nathan Czuba, Sudhi Oberoi, Liza Pujji, Irina Lyublinskaya, Douglas Ingram. Access for free at https://openstax.org/books/college-physics-ap-courses/pages/1-connection-for-ap-r-courses

Chapter 8

“Introduction to Probability and Statistics” by Jeremy Orloff and Jonathan Bloom from MIT OpenCourseWare is licensed by Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0).
“Unit: Counting, Permutations, and Combinations” by Khan Academy.
“Unit: Probability” by Khan Academy is licensed by Creative Commons Attribution-NonCommercial-ShareAlike 3.0 United States (CC BY-NC-SA 3.0 US)
“Introductory Business Statistics” by Alexander Holmes, Barbara Illowsky, and Susan Dean on OpenStax is licensed by Creative Commons Attribution 4.0 International (CC BY 4.0). Access for free.
“Unit: Random Variables” by Khan Academy is licensed by Creative Commons Attribution-NonCommercial-ShareAlike 3.0 United States (CC BY-NC-SA 3.0 US)
“Bernoulli” by Paul Hewson is licensed by Creative Commons Attribution 3.0 Unported (CC BY 3.0)
“Statistics Module 5 – Poisson Probability Distribution – Problem 5-6A” by Peter Dalley is licensed by Creative Commons Attribution 3.0 Unported (CC BY 3.0)
“Unit: Random Variables” by Khan Academy is licensed by Creative Commons Attribution-NonCommercial-ShareAlike 3.0 United States (CC BY-NC-SA 3.0 US)
“Uniform Distribution Intro” by Lee Wilsonwithers is licensed by Creative Commons Attribution 3.0 Unported (CC BY 3.0)
“The Exponential Distribution: Concept” by Significant Statistics is licensed by Creative Commons Attribution 3.0 Unported (CC BY 3.0)
“M 14 04: Integration by Parts – Exponential Distribution (Probability Theory)” by Mathematics 1: Calculus – by Maurice Koster is licensed by Creative Commons Attribution 3.0 Unported (CC BY 3.0)
“Statistics Module 6 – Exponential Probability Distribution – Problem 6-4B” by Peter Dalley is licensed by Creative Commons Attribution 3.0 Unported (CC BY 3.0)
“Unit: Modeling Data Distributions” by Khan Academy is licensed by Creative Commons Attribution-NonCommercial-ShareAlike 3.0 United States (CC BY-NC-SA 3.0 US)
“Introductory Business Statistics” by Alexander Holmes, Barbara Illowsky, and Susan Dean on OpenStax. Access for free at https://openstax.org/books/introductory-business-statistics/pages/1-introduction
Berman H.B., “Statistics Dictionary”, [online] Available at: https://stattrek.com/statistics/dictionary?definition=select-term URL [Accessed Date: 8/16/2022].

Chapter 9

“Unit: Sampling Distributions” by Khan Academy is licensed by Creative Commons Attribution-NonCommercial-ShareAlike 3.0 United States (CC BY-NC-SA 3.0 US)
“Introductory Business Statistics” by Alexander Holmes, Barbara Illowsky, and Susan Dean on OpenStax is licensed by Creative Commons Attribution 4.0 International (CC BY 4.0). Access for free.
“Sampling Distributions: Sampling Distribution of the Mean (including Central Limit Theorem)” by onlinestatbook is licensed by Creative Commons Attribution 3.0 Unported (CC BY 3.0)
“Confidence Intervals & Estimation: Point Estimates Explained” by Linda Williams is licensed by Creative Commons Attribution 3.0 Unported (CC BY 3.0)
“Confidence Interval for Mean: 1 Sample Z Test (Using Formula)” by Linda Williams is licensed by Creative Commons Attribution 3.0 Unported (CC BY 3.0)
“Confidence Intervals: Using the t Distribution” by Linda Williams is licensed by Creative Commons Attribution 3.0 Unported (CC BY 3.0)
“How to Construct a Confidence Interval for Population Proportion” by Simple Science and Maths is licensed by Creative Commons Attribution 3.0 Unported (CC BY 3.0).
“Calculating Sample Size to Predict a Population Proportion” by Matthew Simmons is licensed by Creative Commons Attribution 3.0 Unported (CC BY 3.0)
“Estimation and Confidence Intervals: Calculate Sample Size” by Linda Williams is licensed by Creative Commons Attribution 3.0 Unported (CC BY 3.0)
“Hypothesis Testing: The Fundamentals” by Linda Williams is licensed by Creative Commons Attribution 3.0 Unported (CC BY 3.0)
“Hypothesis Testing: Setting up the Null and Alternative Hypothesis Statements” by Linda Williams is licensed by Creative Commons Attribution 3.0 Unported (CC BY 3.0)
“Hypothesis Testing: Type I and Type II Errors” by Linda Williams is licensed by Creative Commons Attribution 3.0 Unported (CC BY 3.0)
“Hypothesis Testing: Finding Critical Values” by Linda Williams is licensed by Creative Commons Attribution 3.0 Unported (CC BY 3.0)
“What is a ‘P-Value’?” by Linda Williams is licensed by Creative Commons Attribution 3.0 Unported (CC BY 3.0)
“Normal Distribution: Finding Critical Values of Z” by Linda Williams is licensed by Creative Commons Attribution 3.0 Unported (CC BY 3.0)
“Hypothesis Testing: One Sample Z Test of the Mean (Critical Value Approach)” by Linda Williams is licensed by Creative Commons Attribution 3.0 Unported (CC BY 3.0)
“Hypothesis Testing: t Test for the Mean using Critical Value Approach” by Linda Williams is licensed by Creative Commons Attribution 3.0 Unported (CC BY 3.0)
“Hypothesis Testing: 1 Sample Z Test of the Mean (Confidence Interval Approach)” by Linda Willliams is licensed by Creative Commons Attribution 3.0 Unported (CC BY 3.0)
“Hypothesis Testing: 1 Sample Z Test for Mean (P Value Approach)” by Linda Williams is licensed by Creative Commons Attribution 3.0 Unported (CC BY 3.0)
“Hypothesis Testing: 1 Proportion using the Critical Value Approach” by Linda Williams is licensed by Creative Commons Attribution 3.0 Unported (CC BY 3.0)
“Statistics – Module 10 – Hypothesis Testing – Two Populations Means and Proportions” by Peter Dalley is licensed by Creative Commons Attribution 3.0 Unported (CC BY 3.0)
“Statistics Module 10 – Two Population Means, One Tail Test, Sigma Unknown – Problem 10-2A” by Peter Dalley is licensed by Creative Commons Attribution 3.0 Unported (CC BY 3.0)
“Statistics – Module 10 V2 – Two Population Means, Two Tail Test, Sigma Unknown – Problem 10-2C” by Peter Dalley is licensed by Creative Commons Attribution 3.0 Unported (CC BY 3.0)
“Stats 11.3 Effect size for a significant difference of two sample means” by Dana Lee Ling is licensed by Creative Commons Attribution 3.0 Unported (CC BY 3.0)
“Statistics Module 10 V2 – Two Population Proportions, One Tail Test, Problem 10-4A” by Peter Dalley is licensed by Creative Commons Attribution 3.0 Unported (CC BY 3.0)
“Statistics Module 10 V2 – Two Population Proportions, Two Tail Test, Problem 10-4C by Peter Dalley is licensed by Creative Commons Attribution 3.0 Unported (CC BY 3.0)
“Statistics Module 10 V2 – Two Population Means, One Tail Test, Sigma Known, Problem 10-1B” by Peter Dalley is licensed by Creative Commons Attribution 3.0 Unported (CC BY 3.0)
“Statistics Module 10 V2 – Two Population Means, Two Tail Test, Sigma Known, Problem 10-1D” by Peter Dalley is licensed by Creative Commons Attribution 3.0 Unported (CC BY 3.0)
“Statistics Module 10 V2 – Matched Sample, One Tail Test, Problem, 10-3A” by Peter Dalley is licensed by Creative Commons Attribution 3.0 Unported (CC BY 3.0)
“Statistics Module 10 V2 – Matched Sample, One Tail Test, Problem 10-3B” by Peter Dalley is licensed by Creative Commons Attribution 3.0 Unported (CC BY 3.0)
“Matched Sample, Two Tail Test, Problem 10-3C” by Peter Dalley is licensed by Creative Commons Attribution 3.0 Unported (CC BY 3.0)
“Unit: Inference for Categorical Data: Chi-Square” by Khan Academy is licensed by Creative Commons Attribution-NonCommercial-ShareAlike 3.0 United States (CC BY-NC-SA 3.0 US)
“Simple Explanation of Chi-Squared” by J David Eisenberg is licensed by Creative Commons Attribution 3.0 Unported (CC BY 3.0)
“Statistics – Module 11 – Single Pop Variances, one-tail test – Problem 11-1C” by Peter Dalley is licensed by Creative Commons Attribution 3.0 Unported (CC BY 3.0)
“Statistics – Module 11 – Hypothesis Test Two Pop Variances – Problem 11-2A” by Peter Dalley is licensed by Creative Commons Attribution 3.0 Unported (CC BY 3.0)
“Analysis of Variance (ANOVA)” by J David Eisenbeg is licensed by Creative Commons Attribution 3.0 Unported (CC BY 3.0)
“Unit: Analysis of Variance (ANOVA)” by Khan Academy is licensed by Creative Commons Attribution-NonCommercial-ShareAlike 3.0 United States (CC BY-NC-SA 3.0 US)
“Unit: Exploriing Two-Variable Quantitative Data” by Khan Academy is licensed by Creative Commons Attribution-NonCommercial-ShareAlike 3.0 United States (CC BY-NC-SA 3.0 US)
“Using MS Excel’s ‘Descriptive Statistics’ Tool” by Linda Weiser Friedman is licensed by Creative Commons Attribution 3.0 Unported (CC BY 3.0)
“How to Run Descriptive Statistics in R …[Mean, Median, Mode – Measures of Central Tendency – Tips] by Learning Puree is licensed by Creative Commons Attribution 4.0 International (CC BY 4.0)
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“Simple Linear Regression in Excel | with Interpretation of Regression Output by Ramya Rachel is licensed by Creative Commons Attribution 3.0 Unported (CC BY 3.0)
“Simple Linear Regression, fit and interpretations” by Edward Roualdes is licensed by Creative Commons Attribution 3.0 Unported (CC BY 3.0)
“Introductory Business Statistics” by Alexander Holmes, Barbara Illowsky, and Susan Dean on OpenStax. Access for free at https://openstax.org/books/introductory-business-statistics/pages/1-introduction

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OERTransport: Fundamentals of Math, Physics, and Statistics for Future Transportation Professionals Copyright © by Anurag Pande, Ph.D. in Civil Engineering (Transportation); Peyton Ratto, Civil Engineering MS/MCRP; and Ahmed Farid, Ph.D. in Civil Engineering is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License, except where otherwise noted.