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Adjusting PERMANOVA and LDM to improve the efficiency of microbiome data analysis
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CC BY
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This resource is a video abstract of a research paper created by Research Square on behalf of its authors. It provides a synopsis that's easy to understand, and can be used to introduce the topics it covers to students, researchers, and the general public. The video's transcript is also provided in full, with a portion provided below for preview:

"Many microbiome studies have matched-pair or matched-set designs, in which data naturally cluster into sets, with some within-set variation in traits of interest. Statistical methods help us make sense of these data, testing hypotheses at the community or operational taxonomic unit (OTU) level. Now, researchers present a new strategy for analyzing matched-set microbial data. The method can be used with both PERMANOVA, a commonly used distance-based method for testing hypotheses at the community level, and the linear decomposition model (LDM), which unifies the community-level and OTU-level tests into one framework. An indicator variable for each set is included as a covariate to constrain comparisons between samples within a set. Simulations using this method showed that the strategy outperformed alternative strategies in a wide range of scenarios, and the flexibility of these methods to allow discrete or continuous traits or interactions to be tested was illustrated with analysis of two real datasets..."

The rest of the transcript, along with a link to the research itself, is available on the resource itself.

Subject:
Biology
Life Science
Material Type:
Diagram/Illustration
Reading
Provider:
Research Square
Provider Set:
Video Bytes
Date Added:
10/14/2021
Adjusting for Inflation
Read the Fine Print
Educational Use
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As inflation raises the overall price level in an economy, the purchasing power of the dollar decreases and both borrowing and lending costs increase. The January 2023 issue of Page One Economics® discusses how price indexes can be used to transform nominal wages and interest rates into real, or inflation-adjusted, values.

Subject:
Business and Communication
Economics
Finance
Social Science
Material Type:
Lesson
Reading
Provider:
Federal Reserve Bank of St. Louis
Provider Set:
Page One Economics
Author:
Diego Mendez-Carbajo
Date Added:
01/01/2023
Admiral Mary Joan Nielubowicz
Read the Fine Print
Educational Use
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Mary Joan Nielubowicz was the only woman in the Navy Nurse Corps to earn the rank of Commodore and the first non-physician to earn the role of Deputy Commander for Health Care Operations in 1984.

This resource is from a collection of biographies of famous women. It is provided by the National Women's History Museum, and may include links to supplemental materials including lesson plans about the subject and related topics, links to related biographies, and "works cited" pages. The biographies are sponsored by Susan D. Whiting.

Subject:
Gender and Sexuality Studies
History
Social Science
Material Type:
Reading
Provider:
National Women's History Museum
Provider Set:
Biographies
Author:
National Women's History Museum
Date Added:
03/01/2023
Adolescent & Adult Development - A Learning Classrooms Perspective
Unrestricted Use
CC BY
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Students enrolled in an Adolescent and Adult Development Psychology course at Boise State University collaborated to create a blog answering this prompt: Summarize and integrate what we have learned so far in this course about the adolescent period of life, focusing particularly on the importance of family and friends as sources of socialization and as responders to the physical and mental changes that adolescents are undergoing.Authors: Heather Whittaker, Parker Rising Evans, Shyann Gambill, Jesse Peters, Brooklynn Adams, Maddie Blew, Chase Dreksler, Kyle Dumpel, Sophia Falsev, Hanah Hazel, Daddy Boy Huddy-Nahalea, Rael Jensen, Kylie Johnson, Alex Low, Carson Manning, Melissa Ness, Taylor Oxley, Jacqueline Reyes, Hailey Reynolds, Colin Shillingburg, Hannah Swenson, Austin Thompson, Julie Vasilyev, and Cooper Wilcox  

Subject:
Psychology
Material Type:
Homework/Assignment
Reading
Author:
Anneke Steneker
Date Added:
12/17/2019
Adolescent Development
Conditional Remix & Share Permitted
CC BY-NC-SA
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Reading with the learning objectives: 1) Describe major features of physical, cognitive, and social development during adolescence. 2) Understand why adolescence is a period of heightened risk taking.
3) Be able to explain sources of diversity in adolescent development.

Subject:
Early Childhood Development
Education
Psychology
Social Science
Material Type:
Reading
Provider:
Diener Education Fund
Provider Set:
Noba
Author:
Jennifer Lansford
Date Added:
02/14/2022
Adolescent Development in the Modern World
Unrestricted Use
CC BY
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The process of adolescent development has always been complex, with a myriad of biological, mental, and social changes. In our increasingly complex world it becomes even more difficult for adolescents to navigate their way into adulthood. The following selections touch on topics such as first jobs, international identity, relationships, social media, and others to get a glimpse at what life is like for the youth of today and hopefully offer insight and advice to parents and their adolescents.

Subject:
Psychology
Material Type:
Reading
Author:
Lacy Harness
Date Added:
12/17/2019
Adolescent development: MedlinePlus Medical Encyclopedia
Unrestricted Use
Public Domain
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This article has a ton of information on adolescent development such as physical development and their behavior. It gives statistics and shows the differences between boys and girls adolescent development. It also gives parenting advice about their kids sexuality and safety tips.

Subject:
Biology
Life Science
Material Type:
Case Study
Reading
Provider:
National Institutes of Health
Date Added:
05/03/2017
Adopting and Evaluating OER
Unrestricted Use
CC BY
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As faculty, you assess textbooks against a set of criteria that reflects your long experience and knowledge of student needs. You do the same with Open Textbooks, but there are a few additional considerations.

Subject:
Education
Material Type:
Reading
Provider:
Lansing Community College
Author:
Heather Blicher
Mindy Boland
Regina Gong
Date Added:
03/09/2017
The Adoption of Open Educational Resources by One Community College Math Department
Unrestricted Use
CC BY
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The high cost of textbooks is of concern not only to college students but also to society as a whole. Open textbooks promise the same educational benefits as traditional textbooks; however, their efficacy remains largely untested. We report on one community college’s adoption of a collection of open resources across five different mathematics classes. During the 2012 fall semester, 2,043 students in five different courses used these open access resources. We present a comparison between the previous two years in terms of the number of students who withdrew from the courses and the number that completed the courses with a C grade or better. Our analysis suggests that while there was likely no change in these educational outcomes, students who have access to open access materials collectively saved a significant amount of money. Students and faculty were surveyed as to their perceptions of these materials and the results were generally favorable.

Subject:
Career and Technical Education
Material Type:
Reading
Provider:
Athabasca University
Provider Set:
The International Review of Research in Open and Distributed Learning
Author:
Donna Gaudet
Jared Robinson
John Levi Hilton III
Phil Clark
Date Added:
09/01/2013
Adult Literacy Fundamental English - Reader 1
Unrestricted Use
CC BY
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Short Description:
This reader contains nine original stories about healing, discovery, survival, relationships, justice, and connections to the land explored through the lens of the plant world. These stories, written specifically for adults, are designed to accompany the BC Reads: Adult Literacy Fundamental English - Course Pack 1. This level 1 reader, one of a series of six readers, is roughly equivalent to beginner to grade 1.5 in the K-12 system. Font size and line spacing can be adjusted in the online view, and have been enhanced for the print and PDF versions for easier reading. This reader has been reviewed by subject experts from colleges and universities.

Long Description:
This reader contains nine original stories about healing, discovery, survival, relationships, justice, and connections to the land explored through the lens of the plant world. These stories, written specifically for adults, are designed to accompany the BC Reads: Adult Literacy Fundamental English – Course Pack 1. This level 1 reader, one of a series of six readers, is roughly equivalent to beginner to grade 1.5 in the K-12 system. Font size and line spacing can be adjusted in the online view, and have been enhanced for the print and PDF versions for easier reading. This reader has been reviewed by subject experts from colleges and universities.

Word Count: 3018

(Note: This resource's metadata has been created automatically as part of a bulk import process by reformatting and/or combining the information that the author initially provided. As a result, there may be errors in formatting.)

Subject:
English Language Arts
Reading Foundation Skills
Material Type:
Reading
Textbook
Author:
Shantel Ivits
Date Added:
03/10/2020
Adult Literacy Fundamental English - Reader 2
Unrestricted Use
CC BY
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Short Description:
This reader, written specifically for adults, contains eight chapters about Langston Hughes' family history and personal life. It includes excerpts from many of Hughes' poems and is designed to accompany the BC Reads: Adult Literacy Fundamental English - Course Pack 2. This level 2 reader, one of a series of six readers, is roughly equivalent to grades 1.5 to 3 in the K-12 system. Font size and line spacing can be adjusted in the online view, and have been enhanced for the print and PDF versions for easier reading. This reader has been reviewed by subject experts from colleges and universities.

Long Description:
This reader, written specifically for adults, contains eight chapters about Langston Hughes’ family history and personal life. It includes excerpts from many of Hughes’ poems and is designed to accompany the BC Reads: Adult Literacy Fundamental English – Course Pack 2. This level 2 reader, one of a series of six readers, is roughly equivalent to grades 1.5 to 3 in the K-12 system.

Each chapter in this reader mirrors a chapter in the accompanying course pack. It is suggested that instructors locate the full versions of these poems in books or on the web. Some or all of this author’s works are in the public domain. It is also recommend that instructors read Hughes’ excellent short story Thank You, Ma’am with their students.

Font size and line spacing can be adjusted in the online view, and have been enhanced for the print and PDF versions for easier reading. This reader has been reviewed by subject experts from colleges and universities.

Word Count: 2648

(Note: This resource's metadata has been created automatically as part of a bulk import process by reformatting and/or combining the information that the author initially provided. As a result, there may be errors in formatting.)

Subject:
English Language Arts
Reading Literature
Material Type:
Reading
Textbook
Author:
Shantel Ivits
Date Added:
03/09/2020
Adult Literacy Fundamental English - Reader 3
Unrestricted Use
CC BY
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This reader contains nine original stories written specifically for adults, and is designed to accompany the BC Reads: Adult Literacy Fundamental English – Course Pack 3. This level 3 reader, one of a series of six readers, is roughly equivalent to grades 3 to 4.5 in the K-12 system.The units in this reader mirror those in the course pack.

Subject:
English Language Arts
Reading Foundation Skills
Material Type:
Reading
Provider:
eCampusOntario
Author:
Shantel Ivits
Date Added:
03/09/2020
Adult Literacy Fundamental English - Reader 4
Unrestricted Use
CC BY
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This reader contains nine original stories written specifically for adults, and is designed to accompany the BC Reads: Adult Literacy Fundamental English – Course Pack 4. This level 4 reader, one of a series of six readers, is roughly equivalent to grades 4.5 to 6 in the K-12 system.Each story mirrors a chapter in the accompanying course pack.

Subject:
English Language Arts
Material Type:
Reading
Provider:
eCampusOntario
Author:
Shantel Ivits
Date Added:
03/09/2020
Adult Literacy Fundamental English - Reader 5
Unrestricted Use
CC BY
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This reader contains nine original stories written specifically for adults, and is designed to accompany the BC Reads: Adult Literacy Fundamental English – Course Pack 5. This level 5 reader, one of a series of six readers, is roughly equivalent to grades 6 to 7.5 in the K-12 system.Each story mirrors a chapter in the accompanying course pack.

Subject:
English Language Arts
Material Type:
Reading
Provider:
eCampusOntario
Author:
Shantel Ivits
Date Added:
03/10/2020
Adult Literacy Fundamental English - Reader 6
Unrestricted Use
CC BY
Rating
0.0 stars

This reader contains 11 original stories written specifically for adults, and is designed to accompany the BC Reads: Adult Literacy Fundamental English – Course Pack 6. This level 6 reader, one of a series of six readers, is roughly equivalent to grades 7.5 to 9 in the K-12 system.Each instructional essay relates to one or two chapters in the accompanying course pack.

Subject:
English Language Arts
Material Type:
Reading
Provider:
eCampusOntario
Author:
Shantel Ivits
Date Added:
03/10/2020
Adult Roles and Responsibilities: Introduction to One's First Vehicle Purchase
Conditional Remix & Share Permitted
CC BY-NC
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Students will research guidelines for purchasing their first vehicle from an assigned print article. Then students will formulate their own personal guidelines for purchasing and finally select three vehicles for possible purchase with a rationale as to how each of these selections would be consistent with these established guidelines.

Subject:
Career and Technical Education
Material Type:
Reading
Date Added:
07/12/2017