High School Student Representational Adaptivity and Transfer

Total Page:16

File Type:pdf, Size:1020Kb

High School Student Representational Adaptivity and Transfer HIGH SCHOOL STUDENT REPRESENTATIONAL ADAPTIVITY AND TRANSFER IN MULTIPLYING POLYNOMIALS By CAMERON STARR SWEET A dissertation submitted in partial fulfillment of the requirements for the degree of DOCTOR OF PHILOSOPHY WASHINGTON STATE UNIVERSITY Department of Mathematics and Statistics DECEMBER 2018 © Copyright by CAMERON STARR SWEET, 2018 All Rights Reserved © Copyright by CAMERON STARR SWEET, 2018 All Rights Reserved To the Faculty of Washington State University: The members of the Committee appointed to examine the dissertation of CAMERON STARR SWEET find it satisfactory and recommend that it be accepted. Libby Knott, Ph.D., Chair Sandra Clement Cooper, Ph.D. Nairanjana Dasgupta, Ph.D. Shiv Smith Karunakaran, Ph.D. ii ACKNOWLEDGMENT So do not throw away your confidence; it will be richly rewarded. You need to persevere so that when you have done the will of God, you will receive what he has promised. For in just a very little while, “He who is coming will come and will not delay. But my righteous one will live by faith. And if he shrinks back, I will not be pleased with him.” But we are not of those who shrink back and are destroyed, but of those who believe and are saved. Hebrews 10:35-39 My words are not adequate to express my appreciation for the life and calling God has given me to teach his Word, outdoor and life skills, mathematics and statistics. The life experiences and recommendations from others God provided me ten years ago were direction in answer to prayer for a calling. My talents and values have since been used to help students understand mathematics necessary for their vocations and life decisions. I am grateful to Ms. Gady, Dr. Cochran and the rest of the Whitworth University community for commissioning me and praying for me in my vocation to teach. I look forward to continuing to pray for and encourage students to seek God’s calling on their lives as well. I am thankful to my family for their love, care and support. Most directly related to this study, I appreciate my parents allowing me to frequently stay with them during the Fall 2017 semester when I was collecting data at the high school and returning to Pullman to teach late afternoons three days a week. I am not sure if helping them care for others provided relief from research or if research allowed me to escape the struggles of life, but I appreciate them allowing me to help carry their burdens. No one else has prayed for God to be glorified in my life and work more than my parents have. I am also thankful to my brother and sister-in-law, Casey and iii Anna Sweet, for letting me stay with them while attending conferences and on-campus interviews. Conducting a research project with high school students was a daunting task to complete in the time constraint of a Ph.D. program. My committee warned me of many of the hurdles I would face when I began to prepare my dissertation proposal and I am grateful for their guidance and support in my first experiences with research of grade school students. I appreciate Dr. Knott agreeing to be my committee chair when there were no mathematics professors at Washington State University with more experience in grade school mathematics education research. She allowed me to work independently to a greater extent than I am used to and continued to support me through obstacles both of us experienced in and out of academia. Dr. Cooper provided me with many varied teaching opportunities to grow professionally in her role as the department’s associate chair. Through her experience overseeing the remedial mathematics and algebra classes at Washington State University, she also contributed to the rationale and task format of this study. I am convinced that I had Jesus Christ and Dr. Dasgupta looking out for me during my graduate studies at Washington State University. In addition to finding me a Master’s project, collaborating with me to get it published, advising me on the quantitative portions of this study, and helping me prepare for interviews, she and Dr. Johnson have welcomed me into the life of their family. I have greatly missed the quick conversations of my research with Dr. Karunakaran in which he would suggest reading about metarepresentational competence by diSessa, Billing’s discussions of transfer, or obstacles by Brousseau, each of which sparked further reading that formed the basis for this study and my research trajectory. His extensive knowledge of research literature, familiarity with the academic job market and care for students was an enormous asset to the mathematics education graduate students at Washington State University. iv I was blessed with many wonderful fellow graduate students at Washington State University who were my colleagues, coworkers and friends. Those I enjoyed working alongside most closely were my Neill 318 officemates, Abby, Casey, J.E., Spencer and Ian, all of which were connected to the mathematics education program to some extent. I am also grateful to Yingzi Li for her help in using the repolr package in R to run generalized estimating equations for ordinal logistic regression of the data in this study. I am thankful to the Department of Mathematics and Statistics administration and staff for their help in my graduate school experience. The addition to the department of Dr. Moore as chair has benefitted graduate students through his organization of GQE preparation sessions, support for American Mathematical Society activities and conference funding. I am humbled that he has retained me as a teaching assistant longer than I deserve. Our graduate chair, Dr. Tsatsomeros, has been supportive of all the mathematics and statistics graduate students as a teacher, mentor and friend. Ms. Bentley and Ms. Lewis, the graduate coordinators I have worked most closely with, have also been instrumental in guiding me through the graduate school and mathematics and statistics degree requirements. This study was inspired by two of my teachers who taught multiplication using multiple representations. My elementary school mathematics coach, Mr. Ude, taught the third-grade classes to multiply large integers and rational numbers in decimal form using both place value and lattice multiplication. While my first-grade and music teachers, as well as many of my classmates, verbalized that they viewed me as nothing but trouble, Mr. Ude saw a bored student who needed a challenge and spent time teaching me and a few classmates about areas, volumes and computer maintenance so we could help our teachers with the classroom computers. When I moved, I discovered that many of my fifth-grade classmates had difficulty multiplying integers v using place value and shared lattice multiplication with them. Dr. Garraway also encouraged my group theory class at Eastern Washington University to teach students place value multiplication of polynomials in introductory and intermediate algebra as an alternative to standard distribution. I am indebted to the high school teachers and students who participated in this study. Without their collaboration and insights into struggles and achievements, this project would not have been possible. I wish I could thank them here by name. The school administrators, parents and communities were also gracious in allowing me to observe and interview their students. Finally, I am grateful to the many teachers, classmates, friends, family members, Scouts, Scouters, church youth volunteers and children from Bible studies I worked with who recognized my calling to teach before I did. In this age of information, many of them have remained in contact with me over the last eight years to continue praying with and encouraging me in developing as a mathematics educator. May this work and my further teaching and research continue to help students and teachers. vi HIGH SCHOOL STUDENT REPRESENTATIONAL ADAPTIVITY AND TRANSFER IN MULTIPLYING POLYNOMIALS Abstract by Cameron Starr Sweet, Ph.D. Washington State University December 2018 Chair: Libby Knott While there is an extensive amount of research on representations for solving problems involving functions, there are few studies on high school student use of multiple representations for multiplying polynomials. This study contributes to current mathematics education literature by focusing on the appropriateness of high school student choices of representations for multiplying polynomials and the extent of their transfer of knowledge from multiplication of integers. Study participants are 85 students enrolled in four high school algebra classes in which multiplication of polynomials is covered and the teacher has been observed to encourage students to use multiple methods for problem solving. Choice/no-choice assessments were administered to determine student representational fluency and adaptivity with standard distribution, lattice and place value multiplication of polynomials. Semi-structured task-based interviews were also conducted with ten students from the study to examine student choices of representation for multiplying polynomials and components transferred from integer multiplication. The results of generalized estimating equations for ordinal logistic regression reveal that students are more likely to accurately use lattice than standard distribution to obtain accurate solutions for vii polynomial multiplication tasks. Students also tended to transition from choosing standard distribution to the lattice as the number of terms in the polynomials to be multiplied increased, stating that standard distribution was more efficient for solving simple multiplication tasks while the lattice made it easier to organize multiplication of polynomials with many terms. Students selected place value for fewer choice assessment polynomial multiplication tasks than standard distribution, and though they used it to obtain nearly as many accurate solutions on the no-choice assessment, the place value representation was used less accurately as many students forgot to align place values in the factors. However, more students interviewed recognized a larger number of symbolic components transferred from integer multiplication to place value multiplication of polynomials than the other two representations.
Recommended publications
  • 10.2 Making Inferences from a Random Sample 7.RP.2C, 7.SP.1, 7.SP.2
    UNIT 5 Statistics MODULE 10 Random Samples and Populations 7.RP.2c, 7.SP.1, 7.SP.2 MODULEMODULE 1111 Analyzing and Comparing Data 7.SP.3, 7.SP.4 MATH IN CAREERS Entomologist An entomologist is a biologist who studies insects. These scientists analyze data and use mathematical models to understand and predict the behavior of insect populations. If you are interested in a career in entomology, you should study these mathematical subjects: • Algebra © Houghton Mifflin Harcourt Publishing Company • Image Credits: © Kitchin and Hurst/All Canada Photos/ and Hurst/All Canada © Kitchin • Image Credits: Company Mifflin Harcourt Publishing © Houghton Corbis • Trigonometry • Probability and Statistics • Calculus Research other careers that require the analysis of data and use of mathematical models. ACTIVITY At the end of the unit, check out how entomologists use math. Unit 5 305 Unit Project Preview A Sample? Simple! In the Unit Project at the end of this unit, you will choose a random group of people, conduct a survey, display and interpret the results of the survey, and calculate how many people in a much larger group would respond to your survey as your group did. To successfully complete the Unit Project you’ll need to master these skills: • Choose a random sample. • Conduct a survey. • Draw and interpret a box plot. • Make inferences from a random sample. 1. Kerry asked this question to 25 girls in her co-ed school: “Isn’t it about time that the school had a girls’ soccer team?” Do you think the school principal should use the results of Kerry’s survey to decide whether or not to have a girls’ soccer team? Explain.
    [Show full text]
  • Making Metadata: the Case of Musicbrainz
    Making Metadata: The Case of MusicBrainz Jess Hemerly [email protected] May 5, 2011 Master of Information Management and Systems: Final Project School of Information University of California, Berkeley Berkeley, CA 94720 Making Metadata: The Case of MusicBrainz Jess Hemerly School of Information University of California, Berkeley Berkeley, CA 94720 [email protected] Summary......................................................................................................................................... 1! I.! Introduction .............................................................................................................................. 2! II.! Background ............................................................................................................................. 4! A.! The Problem of Music Metadata......................................................................................... 4! B.! Why MusicBrainz?.............................................................................................................. 8! C.! Collective Action and Constructed Cultural Commons.................................................... 10! III.! Methodology........................................................................................................................ 14! A.! Quantitative Methods........................................................................................................ 14! Survey Design and Implementation.....................................................................................
    [Show full text]
  • ADEQUACY of NASO.AN DATA to DESCRIBE AREAL and TEMPORAL VARIABILITY SAN JUAN RIVER DRAINAGE BASIN UPSTREAM from SHIPROCK, NEWMEX
    ADEQUACY Of NASO.AN DATA TO DESCRIBE AREAL AND TEMPORAL VARIABILITY Of WATER QUALITY Of THE SAN JUAN RIVER DRAINAGE BASIN UPSTREAM FROM SHIPROCK, NEWMEXICO By Carole L. Goetz and Cynthia G. Abeyta U.S. GEOLOGICAL SURVEY Water-Resources Investigations Report 85-4043 Albuquerque, New Mexico 1987 DEPARTMENT OF THE INTERIOR DONALD PAUL HODEL, Secretary U.S. GEOLOGICAL SURVEY Dallas L. Peck, Director For additional information Copies of this report can write to: be purchased from: District Chief U.S. Geological Survey U.S. Geological Survey Water Resources Division Books and Open-File Reports Section Pinetree Office Park Federal Center 4501 Indian School Rd. NE, Suite 200 Box 25425 Albuquerque, New Mexico 87110 Denver, Colorado 80225 CONTENTS Page Abstract ............................................................. 1 Introduction ......................................................... 2 Description of the study area ........................................ 3 Population ...................................................... 3 Water use ....................................................... 3 Irrigated cropland .............................................. 3 Reservoirs ...................................................... 7 Mineral production .............................................. 7 Geology ......................................................... 7 Data used in this report ............................................. 9 Spatial variability of water quality ................................. 13 Water-quality classification of streams
    [Show full text]
  • Becoming Critical Analyzers of Data, 6Th Grade Math Claudia Cardenas Trinity University, [email protected]
    Trinity University Digital Commons @ Trinity Understanding by Design: Complete Collection Understanding by Design 6-2017 Becoming Critical Analyzers of Data, 6th Grade Math Claudia Cardenas Trinity University, [email protected] Follow this and additional works at: http://digitalcommons.trinity.edu/educ_understandings Repository Citation Cardenas, Claudia, "Becoming Critical Analyzers of Data, 6th Grade Math" (2017). Understanding by Design: Complete Collection. 372. http://digitalcommons.trinity.edu/educ_understandings/372 This Instructional Material is brought to you for free and open access by the Understanding by Design at Digital Commons @ Trinity. For more information about this unie, please contact the author(s): [email protected]. For information about the series, including permissions, please contact the administrator: [email protected]. UNDERSTANDING BY DESIGN Unit Cover Page Unit Title: Becoming Critical Analyzers of Data Grade Level: 6th Grade Subject/Topic Area(s): Math Designed By: Claudia Cárdenas Time Frame: ~23 days School District: SAISD School: Tafolla Middle School School Address and Phone: 1303 W César E Chávez Blvd, San Antonio, TX 78207 and (210) 978 - 7930 Brief Summary of Unit This unit’s focus is on data analysis including: measures of central tendency and spread shown in dot plots, stem- and-leaf plots, histograms, and box plots (specifically TEKS 6.12A, 6.12B, 6.12C, 6.12D, 6.13A, 6.13B). Students will be building on their prior knowledge of bar graphs, frequency tables, dot plots and stem-and-leaf plots to include histograms and box plots. Students will be introduced to measures of central tendency, including: mean and median, as well as measures of spread, including: mode and range.
    [Show full text]
  • *Parent 0.395 - 0.263 = Zpanntmfjidenjoo ¥Jooq#322Jg¥¥¥6950.342
    Stat 302 - Spring 2021 Week In Review Week ]4: Review of Chapters 1, 2, and 3 Problem 1. Astudyoffathers’involvementintheirchildren’seducationinterviewsarandom sample of fathers of school-aged children. One question concerns attendance at scheduled parent- teacher conferences. The table below shows the results: All Some None Two-parent families 109 132 203 Single-parent families 81815 10 13 { Non-resident fathers 0+0+011 25 82 ⑧ a. Create a contingency table that shows the distribution of attendance for each level of family structure. b. Does it appear as though attendance and family structure are dependent or independent? Why? A . Family All some Mml structured 15 10 13 = - *parent 0.395 - 0.263 = zpanntmfjideNJoo ¥Jooq#322Jg¥¥¥6950.342 for -D the same b . If they were independent plait) each group since . none props of those who attend all us . some us varies structure are , they dependent Shelby Cummings by family Week ]4 Page 1 of 11 Stat 302 - Spring 2021 Week In Review Problem 2. The Stanford University Heart Transplant Study was conducted to determine whether an experimental heart transplant program increased life span. Each patient entering the program was designated an official heart transplant candidate, meaning they were gravely ill and would most likely benefit from a new heart. Some patients got a transplant and some did not. The variable transplant indicates which group the patents were in; patients in the treatment group got a transplant and those in the control group did not. Another variable called survived was used to indicate whether or not the patient was alive at the end of the study.
    [Show full text]
  • American Square Dance Vol. 47, No. 7 (July 1992)
    AMERICAN SQUARE DANCE "THE INTERNATIONAL MAGAZINE WITH THE SWINGING LINES" LE $1. otel! • JULY1.,./99 ANI. UA $15.0 ____ 1 • NI- / ...,i_i , i L 'I, SUPREME AUDIO, INC.. The Professional Source for Callers & Cuers Supreme Audio has the Largest Selection of Professional Calling and Cueing equipment -- with continuing after-sale support! Call Supreme Audio before purchasing any equipment! • Hanhurst's Tape & Record Service • Calling & Cueing Sound Systems • Square Dance Tape Service - • Wireless Microphones 12 Tapes per year • Microphones • Round Dance Tape Service - • Record & Equipment Cases 6 Tapes per year • YAK STACK, DIRECTOR & • Publications SUPREME Sound Columns • 50,000 Square & Round Dance • Graduation Diplomas Record Inventory - • Instructional Video Tapes All Labels in Stock • Competitive Prices • Toll Free Order Lines • Fast ... Professional Service! • Computerized Record Information Hanhurst's Square Dance Tape Service The "Original" monthly tape service. The Continuing Choice of more than 1,650 Callers! AN EXCELLENT GIFT IDEA FOR YOUR FAVORITE CALLER ! • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • •• • TELEX WIRELESS MICROPHONE SYSTEMS • • • • New Low Prices! • • Dual Diversity Lapel Systems now under $400.00 • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • We guarantee your satisfaction! No questions asked. 1-800-445-7398 (USA & Canada) FREE (201-445-4369 - Foreign) Macln C end AUDIO Supreme Audio, Inc. CATALOG P.O. Box 687 Mellen k Coen only - Ridgewood, NJ 07451-0687 °thews send $4.00)
    [Show full text]
  • Answers to Review Exercises
    Answers to Review Exercises Part I. Design of Experiments Chapter 2. Observational Studies 1. (a) Too hasty. What about population size? Comments: Michigan may include the big bad city, but Minnesota has twice the population of Michigan. The crime rate is lower in Michigan. (Of course, there probably are neighborhoods in Detroit that are best avoided.) (b) This is better reasoning, because the population of the U.S. increased over the period 1991–2001. Looking at rates would make the point even more clearly. (In fact, there has been a remarkable decline in crime rates over the period 1980–2005.) 2. (a) What’s missing is the number of cars on the road, and there were a lot more Corvettes. (For example, 33,586 Corvettes were sold in 2002, versus 8,065 Q45s.) You need to look at rates. If anything, thieves prefer the Q45—a much classier car. (b) Same issue as (a). (c) False. The rate is low because the denominator is large relative to the numerator. The rate compares the number of jeeps stolen to the number sold. That’s the point of using a rate. 3. No. In the Salk trial, the parents who consented were on the whole better off than the parents who did not consent, and their children were more at risk to begin with (p.4). 4. (a) They were controlling for age and sex as possible confounders; this is discussed on p.13, with respect to a specific disease—lung cancer. (b) This is the wrong conclusion to draw. Ex-smokers are a self-selected group, and many people give up smoking because they are sick.
    [Show full text]
  • {Date}. ${Publisher}. All Rights Reserved. Rights All ${Publisher}
    Copyright © ${Date}. ${Publisher}. All rights reserved. © ${Date}. ${Publisher}. Copyright The Knowledge of Nature and the Nature of Knowledge in Early Modern Japan Copyright © ${Date}. ${Publisher}. All rights reserved. © ${Date}. ${Publisher}. Copyright Studies of the Weatherhead East Asian Institute, Columbia University The Studies of the Weatherhead East Asian Institute of Columbia University were inaugurated in 1962 to bring to a wider public the results of significant new research on modern and contemporary East Asia. Copyright © ${Date}. ${Publisher}. All rights reserved. © ${Date}. ${Publisher}. Copyright The Knowledge of Nature and the Nature of Knowledge in Early Modern Japan Federico Marcon Copyright © ${Date}. ${Publisher}. All rights reserved. © ${Date}. ${Publisher}. Copyright The University of Chicago Press Chicago and London Federico Marcon is assistant professor of Japanese history in the Department of History and the Department of East Asian Studies at Princeton University. The University of Chicago Press, Chicago 60637 The University of Chicago Press, Ltd., London © 2015 by the University of Chicago All rights reserved. Published 2015. Printed in the United States of America 24 23 22 21 20 19 18 17 16 15 1 2 3 4 5 ISBN- 13: 978- 0- 226- 25190- 5 (cloth) ISBN- 13: 978- 0- 226- 25206- 3 (e- book) DOI: 10.7208/chicago/9780226252063.001.0001 Library of Congress Cataloging-in-Publication Data Marcon, Federico, 1972– author. The knowledge of nature and the nature of knowledge in early modern Japan / Federico Marcon. pages cm Includes bibliographical references and index. isbn 978-0-226-25190-5 (cloth : alkaline paper) — isbn 978-0-226-25206-3 (ebook) 1. Nature study—Japan—History.
    [Show full text]
  • Creating Unique Experiences for Families
    Cover photo: Memorial service at White Point, Royal Palms State Beach, San Pedro, CA, arranged by July-August 2015 Rice Mortuary. See page 4 Creating Unique Experiences for Families ALSO IN THIS ISSUE Responsive Design Registration Now Open Family Follow-Up Upgrades Websites for 97th Annual Meeting Survey Program Results for Mobile Users -12 In New Orleans -14 Announced -16 Board of Directors R. Bradley Speaks, President Independence, MO, Group 4 816-252-7900 [email protected] James H. Busch, Secretary-Treasurer July-August 2015 Cleveland, OH, Group 2 216-741-7700 [email protected] Mark T. Higgins, President-Elect Creating Unique Experiences for Families Durham, NC, Group 3 919-688-6387 2 Christy Taylor Chaney: A Fresh Look at Personalization [email protected] 4 John Kirk, Jean Mathis: Providing Unique Off-Site Services J Mitchell, Secretary-Treasurer-Elect 5 Dale Clock: In-House Printing of Photo Collages Kilgore, TX, Group 5 2 903-984-2525 6 Transforming Families’ Words into Songs [email protected] 10 Discovering the Pathways to Sensory Experiences Ann Ciccarelli Saugus, MA, Group 1 4 781-233-0300 [email protected] 11 Lisa Baue and Chip Billow Named to Board of Directors Neil P. O’Connor 11 Patty Neuswanger Joins Selected as Marketing Manager Laguna Hills, CA, Group 6 949-581-4300 5 12 Superior Online Experiences for Mobile Device Users [email protected] 14 Registration Now Open for 2015 Annual Meeting Lance C. Larkin, Ex Officio Salt Lake City, UT, Group 6 14 Calendar of Upcoming Selected Meetings 801-363-5781 15 15 Photo Highlights of 2015 Spring Management Summit [email protected] 15 Selected Leadership Academy: New Graduates, New Class Executive Director 16 Family Follow-Up Survey Program Reveals Latest Trends Robert J.
    [Show full text]
  • EDITOR David Bartholomy ASSOCIATE EDITOR Chris Tiahrt ASSISTANT EDITORS Casey Aud Louise Halsey Dori Howard Matt Weafer Jessica
    0p24o8.qx 3/9/08 5:43 PM Page 1 EDITOR David Bartholomy ASSOCIATE EDITOR Chris Tiahrt ASSISTANT EDITORS Casey Aud Louise Halsey Dori Howard Matt Weafer Jessica Weafer DESIGNER David Stratton Cover and interior artwork by John Dawson: cover, “Fascination with the Aquatic” cover back, “Dot Moonmuseum” page 1, “The Collectors” page 4, “Harold and Photographer” page 34, “Mr. Allen, Harold, Winston” page 66, “The Parlor Picture” page 93, “Lady Angel” These images and many others are available for purchase and can be viewed on flickr.com. Editor’s Note: All of the 62 writers in this issue—including 15 who are new to Open 24 Hours—were invited to submit work because they are affiliated with Brescia’s creative writing program and because they are from this region or are writing in it. Some are current or former Brescia students, some have given workshops or readings at Brescia, and some have read at 3rd Tuesday Coffeehouse, which is produced by the Brescia Writers Group. The result is an assemblage of talented writers from Western Kentucky and Southwestern Indiana. The policy of Open 24 Hours is to present work that is truthful, fresh, artful, provocative, and clear: work that—though it may be disturbing— deserves to be read. D.B. The views expressed in this journal are, of course, those of the writers. Address all correspondence to David Bartholomy, Brescia University, Owensboro, KY, 42301 or <[email protected]>. Copyright ©2008 Brescia Writers Group. All rights revert to the authors. ISBN 1 0p24o8.qx 3/9/08 5:43 PM Page 2 Contents Malignant Scaffolding Book Burning Teresa Roy With a Shiner,.
    [Show full text]
  • 3.1 Measures of Central Tendency: Mode, Median, and Mean 3.2 Measures of Variation 3.3 Percentiles and Box-And-Whisker Plots
    1020437_Ch03_p074-121 7/13/07 4:55 AM Page 74 3 3.1 Measures of Central Tendency: Mode, Median, and Mean 3.2 Measures of Variation 3.3 Percentiles and Box-and-Whisker Plots While the individual man is an insolvable Sherlock Holmes spoke these words to his puzzle, in the aggregate he becomes a colleague Dr. Watson as the two were mathematical certainty. You can, for unraveling a mystery. The detective was implying that if a single member is drawn example, never foretell what any one man at random from a population, we cannot will do, but you can say with precision predict exactly what that member will look like. However, there are some “average” features of what an average number will be up to. the entire population that an individual is likely to —Arthur Conan Doyle, possess. The degree of certainty with which we would The Sign of Four expect to observe such average features in any indi- vidual depends on our knowledge of the variation among individuals in the population. Sherlock Holmes has led us to two of the most important sta- tistical concepts: average and variation. For on-line student resources, visit math.college.hmco.com/students and follow the Statistics links to the Brase/Brase, Understandable Statistics, 9th edition web site. 74 1020437_Ch03_p074-121 7/13/07 4:55 AM Page 75 Averages and Variation PREVIEW QUESTIONS What are commonly used measures of central tendency? What do they tell you? (SECTION 3.1) How do variance and standard deviation measure data spread? Why is this important? (SECTION 3.2) How do you make a box-and-whisker plot, and what does it tell about the spread of the data? (SECTION 3.3) FOCUS PROBLEM The Educational Advantage Is it really worth all the effort to get a college degree? From a philosophical point of view, the love of learning is sufficient reason to get a college degree.
    [Show full text]
  • Skits - a Collection
    Skits - A Collection Please feel free to duplicate; all contents are taken from the Public Domain. No Copyright of Any Kind Not for commercial reproduction under any circumstances except to cover the cost of reproduction. This is a collection of Cub Scout skits found in Pow Wow books, collected from the Internet, provided by fellow Scouters from across the world, or have just shown up in my E-mail. None of this material is original and I have tried to include a note as to the source. No skit has been altered by me, nor am I responsible for their content. If there is a skit that you can verify the source, please notify me so that I can correctly identify it. If there is information that should not be published because of copyright information, please let me know so that I may remove it immediately. Enjoy, relax, have fun and remember were in it for the kids. Seven Steps to Successful Skits.........................................................................................4 "A Gathering of Nuts" .......................................................................................................6 Be Prepared........................................................................................................................6 Bee Sting............................................................................................................................6 Black Bart ..........................................................................................................................7 CAMP COFFEE SKETCH....................................................................................................7
    [Show full text]