This course is an introduction to statistical data analysis. Topics are chosen from applied probability, sampling, estimation, hypothesis testing, linear regression, analysis of variance, categorical data analysis, and nonparametric statistics.
Material Type: Full Course
Description: This short animation uses the game of baseball to illustrate how a few carefully chosen statistics can make a stronger impact on an argument than the use of too many statistics.
Material Type: Module
This course is a broad treatment of statistics, concentrating on specific statistical techniques used in science and industry. Topics include: hypothesis testing and estimation, confidence intervals, chi-square tests, nonparametric statistics, analysis of variance, regression, correlation, decision theory, and Bayesian statistics.
Material Type: Full Course
Introduction to Statistics is a resource for learning and teaching introductory statistics. This work is in the public domain. Therefore, it can be copied and reproduced without limitation. However, we would appreciate a citation where possible. Please cite as: Online Statistics Education: A Multimedia Course of Study (http://onlinestatbook.com/). Project Leader: David M. Lane, Rice University. Instructor's manual, PowerPoint Slides, and additional questions are available.
Material Type: Textbook
Student Practice Quiz: Statistical Thinking (NOBA) compatible with Blackboard LMS.
Material Type: Assessment
By Beth Chance and Allan Rossman,California Polytechnic State University, San Luis Obispo.As our society increasingly calls for evidence-based decision making, it is important to consider how and when we can draw valid inferences from data. This module will use four recent research studies to highlight key elements of a statistical investigation. Chance, B. & Rossman, A. (2021). Statistical thinking. In R. Biswas-Diener & E. Diener (Eds), Noba textbook series: Psychology. Champaign, IL: DEF publishers.
Material Type: Lecture Notes, Reading
This google drive has notes for an Elementary Statistics II course. The chapter and section numbers correspond to the OER textbook by Openstax, Introductory Statistics.
Material Type: Lecture Notes
This google drive has notes for an Elementary Statistics I course. The chapter and sections numbers correspond to the OER textbook by Openstax, Introductory Statistics.
Material Type: Lecture Notes
This guide provides a primer on copyright and use permissions. It is intended to support teachers, librarians, curriculum experts and others in identifying the terms of use for digital resources, so that the resources may be appropriately (and legally) used as part of lessons and instruction. The guide also helps educators and curriculum experts in approaching the task of securing permission to use copyrighted materials in their classrooms, collections, libraries or elsewhere in new ways and with fewer restrictions than fair use potentially offers. The guide was created as part of ISKME's Primary Source Project, and is the result of collaboration with copyright holders, intellectual property experts, and educators.* "Copyright license choice" by opensource.com is licensed under CC BY-SA 2.0.
Material Type: Reading
The BranchED Equity Rubric for OER Evaluation is intended for use by teacher educators to evaluation instructional materials for equity.Grunzke, R.Z., Jiles, T. Mayo, S., Grotewold, K., & Ianniello, P. (2021.) Equity Rubric for OER Evaluation. Branch Alliance for Educator Diversity.
Material Type: Teaching/Learning Strategy
This resource is a modification of the Washington Models for the Evaluation of Bias Content in Instructional Materials (2009) that is made available through OER Commons under a public domain license. This resource attempts to both update the content with more contemporary vocabulary and also to narrow the scope to evaluating still images as they are found online. It was developed as a secondary project while working on a BranchED OER grant during summer 2020. It includes an attached rubric adapted from the Washington Model (2009).
Material Type: Assessment, Diagram/Illustration, Lesson, Teaching/Learning Strategy
This module was created in response to an observed need by BranchED and the module authors for efforts to increase the recognition, adaptation, and use of open educational resources (OER) among pre- and in-service teachers and the faculty who work in educator preparation programs. The module's purpose is to position teacher educators, teacher candidates and in-service teachers as empowered content creators. By explicitly teaching educators about content that has been licensed for re-use and informing them about their range of options for making their own works available to others, they will gain agency and can make inclusive and equity-minded decisions about curriculum content. The module provides instructional materials, resources, and activities about copyright, fair use, public domain, OER, and visual literacy to provide users with a framework for selecting, modifying, and developing curriculum materials.
Material Type: Module, Unit of Study
Building on the principles explored in Foundations of Intercultural Teaching, this resource introduces educators to educational strategies that can foster more inclusive, equitable, and just classroom environments.
Material Type: Textbook
The Washington Office of Superintendent of Public Instruction is releasing this model tool for screening for biased content to Washington districts in the hope that it will provide suggestions and examples for review teams during the instructional materials selection and adoption process.
Material Type: Teaching/Learning Strategy
Why do affluent, liberal, and design-rich cities like Minneapolis have some of the biggest racial disparities in the country? How can designers help to create more equitable communities? Introduction to Design Equity, an open access book for students and professionals, maps design processes and products against equity research to highlight the pitfalls and potentials of design as a tool for building social justice.
Material Type: Full Course, Textbook
By the end of this section, you will be able to:Discuss the importance of studying economicsExplain the relationship between production and division of laborEvaluate the significance of scarcity
Material Type: Module
A comprehensive treatment of the advanced methods of applied mathematics. Designed to strengthen the mathematical abilities of graduate students and train them to think on their own. Review of elementary methods in complex analysis, ordinary differential equations, and partial differential equations. Expansions around regular and irregular singular points; asymptotic evaluation of integrals, regular perturbations; WKB method; multiple scale method; boundary-layer techniques.
Material Type: Full Course
First-Year Composition is an open-source textbook designed to support the work of undergraduate writers enrolled in college composition courses. Although many of the topics addressed in the book are written with first- and second-year students in mind, the content remains relevant for writers at any stage of writerly development.
Material Type: Homework/Assignment, Primary Source
Physical Geology is a comprehensive introductory text on the physical aspects of geology, including rocks and minerals, plate tectonics, earthquakes, volcanoes, glaciation, groundwater, streams, coasts, mass wasting, climate change, planetary geology and much more. It has a strong emphasis on examples from western Canada, especially British Columbia, and also includes a chapter devoted to the geological history of western Canada. The book is a collaboration of faculty from Earth Science departments at Universities and Colleges across British Columbia and elsewhere.
Material Type: Textbook
A Practical Guide to Introductory Geology is a comprehensive laboratory manual covering the physical aspects of geology, including rocks and minerals, plate tectonics, streams, structural geology, and much more. This manual provides ample background information to assist students learning remotely during the COVID-19 pandemic. The text has a strong emphasis on examples from western Canada, especially Alberta and British Columbia, and includes a diverse set of exercises intended to accompany the GEOL 1101 curriculum at Mount Royal University. This laboratory manual is an adaptation of Physical Geology - 2nd Edition by Steven Earle.
Material Type: Textbook
