Adapted from OpenStax by Darlene Young

Short Description:
Introductory Statistics follows scope and sequence requirements of a one-semester introduction to statistics course and is geared toward students majoring in fields other than math or engineering. The text assumes some knowledge of intermediate algebra and focuses on statistics application over theory. Introductory Statistics includes innovative practical applications that make the text relevant and accessible, as well as collaborative exercises, technology integration problems, and statistics labs.

Long Description:
Senior Contributing Authors Barbara Illowsky, De Anza College Susan Dean, De Anza College

Word Count: 227030

(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.)

Adapted Physical Education Class BasketballLesson OverviewDate: January 28, 2018                                                   Grade Level: 6-8Concept: Basketball Shooting and PassingObjectives:Students will be able to demonstrate understanding of the concept of shooting a basketball by standing at a certain distance from a basketball hoop and shooting a ball in the direction of the hoop up to 5 times in a row with 80% accuracy. Students will be able to demonstrate understanding of the concept of passing a basketball to a partner by standing a certain distance from a partner and passing a ball in the direction of that person up to 5 times in a row with 80% accuracy. Students will be able to demonstrate an understanding of catching a basketball by attempting to catch a ball thrown at them at least 5 times in a row with 80% accuracy. Introduction:Ask students what their background knowledge of basketball is. What “things” do you need to play? Have you ever watched a basketball game? Two videos will be shown to the class prior to beginning the lesson. The first video is of a high school special needs basketball player who makes an incredible shot in his only game ever played. The second video is of a basketball game played entirely with students who have various disabilities. Both video links are provided and should provide motivation for the class to play basketball. https://www.youtube.com/watch?v=nUztRvfhDT8https://www.youtube.com/watch?v=oJFr5KVdEXA Vocabulary:Chest Pass- the basketball is passed directly from the passer 's chest to the receiver 's chest.Bounce Pass- the basketball bounces about two-thirds of the way from the passer to the receiver.Overhead Pass- the player holds the ball over their head with both hands and then tosses the ball to a teammate.Shooting form- Put the ball in your shooting hand make sure your body is square to the basket, and put your feet shoulder width apart, and also put your elbow in towards your body. Body of Lesson:After watching the introduction videos, students will come into the gym and partner up. One ball will be given to each set of partners. Students will stand 5-10 feet away from each other depending on the level of comfort felt by students to catch a ball. The instructor will demonstrate a chest pass and then have students practice this pass several times back and forth with their partner. The instructor will come around and help any students who are in need of assistance. When students are comfortable with this type of pass they may begin to back up and get farther away from their partner. These same steps will be repeated for the bounce pass and the overhead pass. Depending on student strength, they may begin these skills with a balloon or beach ball to gain confidence and correct form before moving on to the basketball.After the instructor is able to assess each student on each type of pass, the class will move on to shooting. The instructor will demonstrate the correct shooting form and then students will be allowed to go to a basket to practice this form. One student will shoot while their partner rebounds the ball for them, after ten shots the students will switch roles. Students will be instructed to start only a few feet away from the basket until they are able to make two shots in a row, afterwards they can move back another few feet until they are unable to make a shot. The instructor will walk around the gym and make any shooting corrections that are needed and assess each student on their ability to shoot a basketball at the hoop. Depending on disability, students may feel more comfortable and confident using a hula hoop for the basketball hoop and/or garbage can as a larger surface.Multiple Intelligences:Students will use the following multiple intelligences through participation in Adaptive PE:•Kinesthetic-Students who enjoy being on the go as much as possible. Learn best by doing—hands-on activities and incorporate body movement. Examples in PE class would be walking, passing and shooting the basketball.•Interpersonal-Those students who show good social skills and partake in group or team activities. Examples in PE class would be partnering up to pass the ball back and forth, participating in a mock basketball game.•Musical-Rhythmic-Students connect to an activity through familiar tunes of music. Examples in PE—having a song to keep rhythm of passing the ball back and forth.  Accommodations/Modifications: Multiple accommodations are made depending on the abilities of the students in the class. These are as follows:Deaf/Hearing Impairment 1. Brighter ball helps to make up for a player calling your name to pass you the ball. 2. Lights to signal a whistle. 3. Make hand signaled plays not verbal. 4. Give a written outline of the day’s events. Cognitive Impairments 1. Repeat instructions clearly and slowly. 2. Quick/simple instructions. 3. Use larger materials (beach balls and hula hoops) 4. Give motivation for small goals (catch a ball) then work higher (make a basket). 5. Enhance success rate by awarding points for passes and catches. 6. Many rules can be changed (allow double dribbling, no time limit in the lane, etc.). Visual Impairment 1. Orient player on the court and give an area to cover. 2. Brighter colored equipment. 3. Brighter boundary lines. 4. Beeper in the ball. 5. Lighted hoops. 6. In drills, use a ball retrieving device or set up in partners. 7. Catch the ball with arms extended to feel the ball and bring into the body. 8. Call the person’s name before passing to them. 9. Bounce passes are easier to track and slower pace. 10. Place a beeper behind the goal to help in aiming at the target. Orthopedic Impairment 1. Use the two-hand chest pass. 2. When shooting, do not go head on; easier to go slightly to the non-dominant side. 3. Adaptations to the game a. Travel if more than two pushes are taken with ball in lap. b. Can only dribble twice then must pass, shoot, or take two additional pushes. c. Remain seated at all times. d. Place all players in wheelchairs. One Arm Involvement 1. Trap the ball with the body to catch the ball. 2. Throw with one arm. 3. Overhead passes for long throws. 4. Stop dribble then place ball on the hand for a shot. One Leg Involvement 1. Bring the ball to the side of the body instead of towards the body to catch the ball. 2. Students who use crutches can use the one arm throw. 3. Students who use crutches are successful with the one arm shot. 4. One regular crutch and one Lofstrand crutch helps to free one arm quickly(Adaptation and modification information was compiled by Jenny Walter,  Adapted Physical Education student at Manchester College, Spring 2008).Assessment: Formative assessment: Observation will be used throughout the lesson to correct student form and give feedback. Students who are completing the passes and shooting correctly will be allowed to move farther distances away from their target to increase difficulty for those who are capable of performing the skills. Summative assessment: The instructor will have a checklist for each student to determine if they met the objectives for the day. The checklist is attached.  Materials: Computer, projector, internet access, several basketballs (beach balls, balloons, lighter basketballs), basketball hoops (hula hoops, garbage cans), beeper balls, beeper cones, whistles, specialized equipment lights, specialized brightly colored balls, boundaries, targets, etc. Standard(s): A physically educated individual:·       Demonstrates competency in motor skills and movement patterns needed to perform a variety of physical activities.·       Demonstrates understanding of movement concepts, principles, strategies, and tactics as they apply to the learning and performance of physical activities.·       Participates regularly in physical activity.·       Exhibits responsible personal and social behavior that respects self and others in physical activity settings.·       Values physical activity for health enjoyment challenge, self-expression and/or social interaction.·       PE 8.1.2 Students demonstrate critical elements of specialized manipulative skills in modified team activities.·       PE 8.2.4 Students engage in a variety of physical activities that will enhance health-related fitness (inside and/or outside of school).  

Chelsey Loomis and Abby DepreyDate: January 28, 2018                                                   Grade Level: 6-8Concept: Basketball Shooting and PassingObjectives:Students will be able to demonstrate understanding of the concept of shooting a basketball by standing at a certain distance from a basketball hoop and shooting a ball in the direction of the hoop at least 5 times in a row. Students will be able to demonstrate understanding of the concept of passing a basketball to a partner by standing a certain distance from a partner and passing a ball in the direction of that person at least 5 times in a row. Students will be able to demonstrate an understanding of catching a basketball by attempting to catch a ball thrown at them at least 5 times in a row. Introduction:Two videos will be shown to the class prior to beginning the lesson. The first video is of a high school special needs basketball player who makes an incredible shot in his only game ever played. The second video is of a basketball game played entirely with students who have various disabilities. Both video links are provided and should provide motivation for the class to play basketball. https://www.youtube.com/watch?v=nUztRvfhDT8https://www.youtube.com/watch?v=oJFr5KVdEXA Vocabulary:Chest Pass- the basketball is passed directly from the passer 's chest to the receiver 's chest.Bounce Pass- the basketball bounces about two-thirds of the way from the passer to the receiver.Overhead Pass- the player holds the ball over their head with both hands and then tosses the ball to a teammate.Shooting form- Put the ball in your shooting hand make sure your body is square to the basket, and put your feet shoulder width apart, and also put your elbow in towards your body. Body of Lesson:After watching the introduction videos, students will come into the gym and partner up. One ball will be given to each set of partners. Students will stand 5-10 feet away from each other depending on the level of comfort felt by students to catch a ball. The instructor will demonstrate a chest pass and then have students practice this pass several times back and forth with their partner. The instructor will come around and help any students who are in need of assistance. When students are comfortable with this type of pass they may begin to back up and get farther away from their partner. These same steps will be repeated for the bounce pass and the overhead pass. Depending on student strength, they may begin these skills with a balloon or beach ball to gain confidence and correct form before moving on to the basketball.After the instructor is able to assess each student on each type of pass, the class will move on to shooting. The instructor will demonstrate the correct shooting form and then students will be allowed to go to a basket to practice this form. One student will shoot while their partner rebounds the ball for them, after ten shots the students will switch roles. Students will be instructed to start only a few feet away from the basket until they are able to make two shots in a row, afterwards they can move back another few feet until they are unable to make a shot. The instructor will walk around the gym and make any shooting corrections that are needed and assess each student on their ability to shoot a basketball at the hoop. Depending on disability, students may feel more comfortable and confident using a hula hoop for the basketball hoop and/or garbage can as a larger surface.Multiple Intelligences:Students will use the following multiple intelligences through participation in Adaptive PE:•Kinesthetic-Students who enjoy being on the go as much as possible. Learn best by doing—hands-on activities and incorporate body movement•Interpersonal-Those students who show good social skills and partake in group or team activities•Musical-Rhythmic-Students connect to an activity through familiar tunes of music.  Accommodations/Modifications: Multiple accommodations are made depending on the abilities of the students in the class. These are as follows:Deaf/Hearing Impairment 1. Brighter ball helps to make up for a player calling your name to pass you the ball. 2. Lights to signal a whistle. 3. Make hand signaled plays not verbal. 4. Give a written outline of the day’s events. Cognitive Impairments 1. Repeat instructions clearly and slowly. 2. Quick/simple instructions. 3. Use larger materials (beach balls and hula hoops) 4. Give motivation for small goals (catch a ball) then work higher (make a basket). 5. Enhance success rate by awarding points for passes and catches. 6. Many rules can be changed (allow double dribbling, no time limit in the lane, etc.). Visual Impairment 1. Orient player on the court and give an area to cover. 2. Brighter colored equipment. 3. Brighter boundary lines. 4. Beeper in the ball. 5. Lighted hoops. 6. In drills, use a ball retrieving device or set up in partners. 7. Catch the ball with arms extended to feel the ball and bring into the body. 8. Call the person’s name before passing to them. 9. Bounce passes are easier to track and slower pace. 10. Place a beeper behind the goal to help in aiming at the target. Orthopedic Impairment 1. Use the two-hand chest pass. 2. When shooting, do not go head on; easier to go slightly to the non-dominant side. 3. Adaptations to the game a. Travel if more than two pushes are taken with ball in lap. b. Can only dribble twice then must pass, shoot, or take two additional pushes. c. Remain seated at all times. d. Place all players in wheelchairs. One Arm Involvement 1. Trap the ball with the body to catch the ball. 2. Throw with one arm. 3. Overhead passes for long throws. 4. Stop dribble then place ball on the hand for a shot. One Leg Involvement 1. Bring the ball to the side of the body instead of towards the body to catch the ball. 2. Students who use crutches can use the one arm throw. 3. Students who use crutches are successful with the one arm shot. 4. One regular crutch and one Lofstrand crutch helps to free one arm quickly(Adaptation and modification information was compiled by Jenny Walter,  Adapted Physical Education student at Manchester College, Spring 2008).Assessment: Formative assessment: Observation will be used throughout the lesson to correct student form and give feedback. Students who are completing the passes and shooting correctly will be allowed to move farther distances away from their target to increase difficulty for those who are capable of performing the skills. Summative assessment: The instructor will have a checklist for each student to determine if they met the objectives for the day. The checklist is attached.  Materials: Computer, projector, internet access, several basketballs (beach balls, balloons, lighter basketballs), basketball hoops (hula hoops, garbage cans), beeper balls, beeper cones, whistles, specialized equipment lights, specialized brightly colored balls, boundaries, targets, etc. Standard(s): A physically educated individual:·         Demonstrates competency in motor skills and movement patterns needed to perform a variety of physical activities.·         Demonstrates understanding of movement concepts, principles, strategies, and tactics as they apply to the learning and performance of physical activities.·         Participates regularly in physical activity.·         Exhibits responsible personal and social behavior that respects self and others in physical activity settings.·         Values physical activity for health enjoyment challenge, self-expression and/or social interaction.·         PE 8.1.2 Students demonstrate critical elements of specialized manipulative skills in modified team activities.·         PE 8.2.4 Students engage in a variety of physical activities that will enhance health-related fitness (inside and/or outside of school). 

An introduction to the chapter "Adapting and Living Together" within the Ecology and Environment topic of the virtual school GCSE Biology.

An introduction to the chapter "Adapting and Living Together" within the Ecology and Environment topic of the virtual school GCSE Biology.

This 20-minute video, produced by the UN Framework Convention on Climate Change, describes adaptation strategies undertaken by several groups and nations in response to rising sea level and other aspects of climate change.

This video uses Bangladesh as a case study by describing climate change adaptation strategies being implemented in Bangladeshi communities as well as in other countries.

The 16 lectures in this course cover the topics of adaptive antennas and phased arrays. Both theory and experiments are covered in the lectures. Part one (lectures 1 to 7) covers adaptive antennas. Part two (lectures 8 to 16) covers phased arrays. Parts one and two can be studied independently (in either order). The intended audience for this course is primarily practicing engineers and students in electrical engineering. This course is presented by Dr. Alan J. Fenn, senior staff member at MIT Lincoln Laboratory.
Online Publication

Economists can’t agree on whether investors and markets are rational and efficient, as modern financial theory assumes, or irrational and inefficient, as behavioral economists believe. Drawing on psychology, evolutionary biology, neuroscience, artificial intelligence, and other fields, Prof. Lo cuts through the debate in this course with a new framework—the Adaptive Markets Hypothesis—in which rationality and irrationality coexist.
Topics:

Introduction and Financial Orthodoxy
Rejecting the Random Walk and Efficient Markets
Behavioral Biases and Psychology
The Neuroscience of Decision-Making
Evolution and the Origin of Behavior
The Adaptive Markets Hypothesis
Hedge Funds: The Galapagos Islands of Finance
Applications of Adaptive Markets
The Financial Crisis
Ethics and Adaptive Markets
The Finance of the Future and the Future of Finance

As part of the Open Learning Library (OLL), this course is free to use. You have the option to sign up and enroll if you want to track your progress, or you can view and use all the materials without enrolling. Resources on OLL allow learners to learn at their own pace while receiving immediate feedback through interactive content and exercises.

Finches on the Galapagos Islands have evolved to exploit almost every possible niche. This diagram shows the range of food sources available on the island and the different beak shapes adapted to exploit each of them.

This is an information sheet on the species, Addax nasomaculatus, provided by the University of Michigan Museum of Zoology.

3rd grade math problem trail lesson plan to practice accurately adding and subtracting multi-digit numbers incorporating physical activity.

Objectives: Students will be able to comprehend the steps necessary to solve addition problems in 3 different ways (logical, physical, visual).  Students will be completing a worksheet activity in groups of 4-5. Students should complete this assignment by the end of class. 

This resource contains materials related to Additive Manufacturing.  Feel free to use any of the materials and modify them as needed for your class,  If you modify them, please resubmit them to SLAM Resources.

This resource contains materials related to Additive Manufacturing.  Feel free to use any of the materials and modify them as needed for your class,  If you modify them, please resubmit them to SLAM Resources.

This resource contains materials related to Additive Manufacturing.  Feel free to use any of the materials and modify them as needed for your class,  If you modify them, please resubmit them to SLAM Resources.

As emissions of heat-trapping bases accumulate in our atmosphere, Earth's polar regions are warming more quickly than at lower latitudes. The rapid environmental changes that result from this warming can have a significant impact on the physical and mental health of rural Alaskans: unpredictable weather and changes in the seasons have made harvesting food more difficult, hazardous, and stressful. The risk of physical injury has also increased, as poor ice, extreme weather, and coastal erosion bring new travel hazards. Increasingly difficult harvest conditions for fish, shellfish, berries, caribou, and sea mammals have also increased concerns about food security. Additionally, declines in snow pack, the threat of drought, changes in lake and river conditions, and damage and disruptions to community water systems have prompted concerns of water security. The climate-related challenge faced by Alaska’s tribal health system is to recognize new health stressors and community vulnerabilities, and then find healthy adaptation strategies in an increasingly uncertain future.

In this lab-based activity the students will use their knowledge about the law of conservation of energy to explain the loss of heat by warm water to cold water. Then, the students will use these concepts to design and carry an experiment to determine the unknown temperature of a hot water sample.

Adjustment theory can be regarded as the part of mathematical geodesy that deals with the optimal combination of redundant measurements together with the estimation of unknown parameters. It is essential for a geodesist, its meaning comparable to what mechanics means to a civil engineer or a mechanical engineer. Historically, the first methods of combining redundant measurements originate from the study of three problems in geodesy and astronomy, namely to determine the size and shape of the Earth, to explain the long-term inequality in the motions of Jupiter and Saturn, and to find a mathematical representation of the motions of the Moon. Nowadays, the methods of adjustment are used for a much greater variety of geodetic applications, ranging from, for instance, surveying and navigation to remote sensing and global positioning.

The two main reasons for performing redundant measurements are the wish to increase the accuracy of the results computed and the requirement to be able to check for errors. Due to the intrinsic uncertainty in measurements, measurement redundancy generally leads to an inconsistent system of equations. Without additional criteria, such a system of equations is not uniquely solvable. In this introductory course on adjustment theory, methods are developed and presented for solving inconsistent systems of equations. The leading principle is that of least-squares adjustment together with its statistical properties.

The inconsistent systems of equations can come in many different guises. They could be given in parametric form, in implicit form, or as a combination of these two forms. In each case the same principle of least-squares applies. The algorithmic realizations of the solution will differ however. Depending on the application at hand, one could also wish to choose between obtaining the solution in one single step or in a step-wise manner. This leads to the need of formulating the system of equations in partitioned form. Different partitions exist, measurement partitioning, parameter partitioning, or a partitioning of both measurements and parameters. The choice of partitioning also affects the algorithmic realization of the solution. In this introductory text the methodology of adjustment is emphasized, although various samples are given to illustrate the theory. The methods discussed form the basis for solving different adjustment problems in geodesy.