1. ACTIVITIES INDEX View suggested activities and corresponding lesson plans suggested for ELEMENTARYGRADES 35 Search Interactivate. statistics and probability Concepts. http://www.shodor.org/interactivate/activities/

These activities listed below are designed for either group or individual exploration into concepts from middle school mathematics. The activities are Java applets and as such require a java-capable browser. If you need alternate versions of these activities, send a request to the Interactivate Project Team. The activities are arranged according to the NCTM Principles and Standards for School Mathematics and the NCEE Performance Standards for Middle School Number and Operation Concepts (NCTM Content Standard and NCEE Standard M1) Geometry and Measurement Concepts (NCTM Content Standards and NCEE Standard M2) Function and Algebra Concepts (NCTM Content Standard and NCEE Standard M3) Probability and Data Analysis Concepts (NCTM Content Standard and NCEE Standard M4) Each activity comes with supplementary What How , and Why pages. These pages are accessed from the activity page. Each will open in a new window, when its button is pressed. What: gives background on the activity; How: gives instructions for the activity;

2. LESSONS INDEX to follow when using the activities and discussions developed for Project Interactivate. functions as well as causes of graphical impossibility. statistics and probability Concepts http://www.shodor.org/interactivate/lessons

These lessons are designed to give teachers a script to follow when using the activities and discussions developed for Project Interactivate. Each lesson gives prerequisites, preparation instructions, a suggested outline, and alternate outlines. Teachers who have designed alternative versions of lessons are encouraged to submit them to the Interactivate Archives. Contact the Project Interactivate Team for details. The lessons are arranged according to the NCTM Principles and Standards for School Mathematics and the NCEE Performance Standards for Middle School Number and Operation Concepts (NCTM Content Standard and NCEE Standard M1) Geometry and Measurement Concepts (NCTM Content Standards and NCEE Standard M2) Function and Algebra Concepts (NCTM Content Standard and NCEE Standard M3) Probability and Data Analysis Concepts (NCTM Content Standard and NCEE Standard M4) See WHAT'S NEW in Interactivate! View suggested activities and corresponding lesson plans suggested for ELEMENTARY GRADES 3-5 Search Interactivate Number and Operation Concepts Lesson: Description: Practicing Arithmetic Students practice arithmetic skills. Can be tailored for practice of all types of single operation arithmetic ranging from simple addition to operations with integers and decimals.

3. Probability And Statistics Activities 3-6 Central Kitsap Math Parent Connection. probability and statistics activitiesfor Grades 36. GRADE K-2 probability AND statistics activities. http://www.cksd.wednet.edu/Information/CKParentConnectPages/ProbStat3-6/indexPS3

Central Kitsap Math Parent Connection Probability and Statistics Activities for Grades 3-6 These activities will help your child develop probability and statistics skills, an important "strand" or math theme tested in the WASL math activities. Click on an activity for a full description. SURVEY FAMILY MEMBERS FIND AVERAGES GRAPH SEARCH SPINNERS ... COIN TOSS (Activities taken from Mathematics a Guide for Parents to Everyday Mathematics and Helping Your Child at Home Grades K-6 , published by Central Kitsap School District Department of Curriculum and Instruction, 2000. Images taken from Microsoft Clip Art Gallery.) GRADE K-2 PROBABILITY AND STATISTICS ACTIVITIES BACK TO MATH STRANDS PAGE

4. Probability And Statistics Activites For K-2 Central Kitsap Math Parent Connection. probability and statistics activitiesfor Grades K2. GRADE 3-6 probability AND statistics activities. http://www.cksd.wednet.edu/Information/CKParentConnectPages/ProbStat K-2/indexPB

Central Kitsap Math Parent Connection Probability and Statistics Activities for Grades K-2 These activities will help your child develop probability and statistics skills, an important "strand" or math theme tested in the WASL math activities. Click on an activity for a full description. INFORMATION ORGANIZATION GATHER, RECORD, AND DISPLAY DATA BUTTONS DOUBLES (Activities taken from Mathematics a Guide for Parents to Everyday Mathematics and Helping Your Child at Home Grades K-6 , published by Central Kitsap School District Department of Curriculum and Instruction, 2000. Images taken from Microsoft Clip Art Gallery.) GRADE 3-6 PROBABILITY AND STATISTICS ACTIVITIES BACK TO MATH STRANDS PAGE

5. 9 -12 Data Analysis And Probability Shop here for Chances Are Handson activities in probability and statistics, Grades 37 and find more books by Sheila Dolgowich. For a limited time, get free shipping on orders over $25! http://www.mste.uiuc.edu/stat/stat.html

Here is a list of resources in Data Analysis and Probability including lessons and useful data sets. The links are organized to follow the NCTM Standards. Data Analysis and Probability goals can be found on page 48 of the NCTM Principles and Standards for School Mathematics. The Data Analysis and Pobability goals can also be found on the NCTM website Data Analysis and Probability Expectation: Instructional Programs from prekindergarten through grade 12 should enable all students to formulate questions that can be addressed with data and collect, organize, and displya relevant data to answer them. TITLE: Buffon's Needle AUTHOR: George Reese DESCRIPTION: A simulation of this problem by George Reese that finds an esitmate of pi through a random process TITLE: Exponential Fit AUTHOR: Ed Malczewsk DESCRIPTION: A lesson by that explores the process for finding the best fitting exponential curve to sets of data TITLE: The World Series Problem AUTHOR: Jay Hill DESCRIPTION: A project that aids students in an exploration of expected value Best place to find data for any lesson!

6. Super Source Probability Bernoulli Society For Mathematical Statistics And Proba probability and statistics unit activities Creating a Community of Mathematics Learners probability Lesson plans http://redirect-west.inktomi.com/click?u=http://web.christianbook.com/products_i

7. Mathematics > Math Activities | Geometry | Algebra | Calculus | Probability And (Click to return to the top of the page). Maths activities. Suzanne's MathematicsLessons so many good ideas. probability And statistics. http://juniorcyberclub.com/home/michaelb/maths.html

Mathematics Sciences History English ... Contact Mathematics Math Activities Geometry Algebra Calculus ... Probability And Statistics Leonhard Euler (1707-83), a Swiss mathematician, made important contributions to practically every area of pure and applied mathematics. His influence was preeminent in analysis. Although his definition of a function was less precise than that now accepted, he was responsible for making the function concept and notation fundamental in analysis. Euler became totally blind in 1771 but loss of sight did not lessen his output, which included writings on optics, algebra, and the theory of the Moon's motion. Even after his death, his articles continued to appear in the press for nearly 50 more years. To be a scholar of mathematics you must be born with talent, insight, concentration, taste, luck, drive and the ability to visualize and guess. ...Paul Halmos

8. University Of California, Santa Barbara - Statistics Meet the faculty, staff and graduate students in the Department of statistics and Applied probability. Check degree program curriculums. Graduate Students. Tutors. activities. Research. Colloquia. Statlab. Computing. Annual Report The Department of statistics and Applied probability offers a variety of programs in http://www.pstat.ucsb.edu/

9. ASA Detroit Activities - Probability & Statistics In Michigan's Mathematics Curr probability statistics in Michigan's Mathematics Curriculum April 25, 2002 Presentationby Albert Shulte On April 25, 2002, at Elliot Hall on the Oakland http://www.amstat.org/chapters/detroit/shulte.html

April 25, 2002 Presentation by Albert Shulte On April 25, 2002, at Elliot Hall on the Oakland University campus in Rochester Michigan, Dr. Shulte gave a talk on statistical education at the Kindergarten to 12th grade (K-12) level in Michigan. Dr. Shulte has taught extensively at the high school and university levels and has served as a consultant in mathematics education to the Oakland schools in Michigan. His PhD. dissertation was on the teaching of probability and statistics to the ninth grade general Mathematics students. He has served on the Joint Committee of ASA and NCTM on the K-12 teaching of statistics. When asked what our Chapter could do for the advancement of statistics in the schools, he responded that we could hook up with AP Statistics teachers to be guest lecturers or speak at a Mathematics Association meeting.

10. Math Forum: Probability And Statistics and publishers online. Internet projects activities for studentsand lovers of probability and statistics. Public forums Mailing http://mathforum.org/probstat/probstat.html

Probability and Statistics Back to Math by Subject Math by Subject K12 Topics algebra arithmetic calculus discrete math geometry pre-calculus prob/stat Advanced Topics analysis calculus diff. equations game theory discrete math geometry (coll.) geometry (adv.) linear algebra modern algebra num. analysis Probability and Statistics See also the Math Forum's Internet Mathematics Library Probability and Statistics. Classroom materials for teachers and students Selected probablility and statistics Internet resources for the classroom, including activities and interactive resources. Software for probability and statistics Publicly available software and publishers online. Internet projects Activities for students and lovers of probability and statistics. Public forums Mailing lists and newsgroups sponsored by the Forum and others where mathematicians,teachers, and students trade ideas about probability and statistics. Suggestion Box Home The Math Library Help Desk ... Search http://mathforum.org/ webmaster@mathforum.org

11. BRHS Math Department Math Curriculum probability and statistics activities for Grade2. Weather Predictions – Give students fictitious or accurate http://www.bordentown.k12.nj.us/brhs/Subjects/math/curriculum/k-12/probability.h

BRHS BRHS Subject Areas BRHS Home Math Curriculum Links Part I: K-2 Math Curriculum Links: K-2 Math Curriculum Preliminary Statements Kindergarten Mathematics Curriculum Kindergarten Activities Grade 1 Mathematics Curriculum Grade 1 Activities Grade 2 Mathematics Curriculum Grade 2 Algebra Activities ... Time Frame Math Curriculum - Probability and Statistics Activities for Grade 2 Weather Predictions – Give students fictitious or accurate (if available) data about the weather for the past month or last couple of weeks. Have students evaluate the conditions and predict what the weather will be like tomorrow. Check the results the following day. (material: calendar or data sheet with weather conditions) What’s in the Bag? – Give pairs of children 6 blue cubes, 4 green cubes, and 2 yellow cubes in a paper bag. Pairs take turns predicting what color cube will be picked. If a prediction is correct, the player receives one point. Pairs continue playing until each player has 20 turns. The player with the greatest score is the winner. (materials: paper lunch bags, unifix cubes, paper, pencil)

12. SBC Pacific Bell Knowledge Network Explorer : Online Learning : Blue Web'n Searc current news that uses probability and statistics. The teaching aids section includesarticles and teaching aids by topic, descriptions of activities, data sets http://www.kn.pacbell.com/wired/bluewebn/content/Cat_9_Scat_57.html

Algebra Arithmetic Calculus General/Other ... Statistics and Probability Blue Web'n Results search results for Mathematics (Statistics and Probability) 16 Sites Found CensusScope http://www.censusscope.org/ CensusScope is an easy-to-use tool for investigating U.S. demographic trends. Students can use it to better understand graphs and the power of explaining complex data in a graphic form. Maps are used to demonstrate demographics on a county-by-county level. (added 7/8/02, reviewed 7/8/02) Human Genetics: A Worldwide Search for the Dominant Trait http://www.k12science.org/curriculum/genproj/ Register now so that your class can participate. The dates of the project run from September 7 to December 7, 2001. Students will complete surveys of observed physical characteristics, formulate hypotheses, and use the data compiled by students around the globe to test their hypotheses. Your students will never look at earlobes without thinking of this project! (added 2/2/01, reviewed 9/4/01) WhatUDo http://www.whatudo.org/ December 1, 2001 was World AIDS Day. This website was developed by the faculty and staff of HIV InSite (at the University of California, San Francisco) to provide updated AIDS information to students. Choose from Learn (current AIDS statistics), Talk (interviews with teens involved in working to reduce the numbers of teens infected with AIDS), or Do (ideas for community involvement) to give students information beyond the alarming numbers of new cases of AIDS.

13. The School Page - The MATH Page The Prime Page The Explorer The best collection of resources, activities,lessons, K-12 math science. probability statistics http://www.eyesoftime.com/teacher/math.htm

T HE M ATH P AGE Help us keep this site up to date and comprehensive. If you know of a math site we missed, please send it to us. If you find one of our existing links has changed, please inform us. Thank you. Click the Category to go there or browse the entire index: Algebra General Interest Basics Geometry ... Professional development for the teacher Algebra Algebra 1 Everything you ever wanted to know about Algebra. Algebra Homework Help Center Purple Math Excellent Algebra help. Stroh Math Page ... Return to the index at the top of the page. Basics Mathematics Lessons Lots of math lessons Ms. Lindquist : The Tutor Award-winning site for class work/homework/extra credit. Math Goodies Interactive math lessons with a problem-solving approach. Grades 5-8. The Largest Known Primes The Amazing Abacus - Learn how to use it. The Abacus: The Art of Calculating with Beads - Learn how to use it. Dave's Math Tables - General, Algebra, Geometry, Trig, Calculus, Advanced Topics. ... Return to the index at the top of the page. Calculus Return to the index at the top of the page.

14. Awesome Library - Mathematics 301; probability and statistics, Grades 8 - 10 (British Columbia Ministry ofEducation) Provides math outcomes, strategies, resources, activities, and http://www.awesomelibrary.org/Classroom/Mathematics/Middle-High_School_Math/Prob

Awesome Talking Library Examples ... U.S. Department of Peace Here: Home Classroom Mathematics Middle-High School Math > Probability and Statistics Probability and Statistics Also Try Math Lessons (Awesome Library) Provides lessons, worksheets, and activities. 6-00 Lesson Plans Probability Lessons (AskERIC) Provides lessons by topic and grade level. 2-01 Probability and Chance (Dartmouth College) Provides a directory of lessons, exercises, and resources to teach courses in Probability and Chance. Files are in PDF format. 5-00 Probability and Statistics (Math Forum) Provides their 15 sources of lessons. 6-02 Probability and Statistics (Weisstein and Wolfram Research) Provides a comprehensive set of advanced resources in probability and statistics, including statistical distributions, time-series analysis, estimators, rank statistics, error analysis, and much more. 12-99 Probability and Statistics (bigchalk.com) Provides lessons in probability and statistics. Includes standard deviation. 3-02 Probability and Statistics Lessons (Mathematics Education Partnership Program) Provides seven lessons in PDF format. Elementary level. 5-00 Probability and Statistics Lessons (PBS TeacherSource) Provides six lessons, by topic. 3-01

15. Awesome Library - Mathematics 1000. Projects Algebra activities (Shodor Foundation) Provides Includes Algebra,Trigonometry, Geometry, Estimation, probability and statistics, and more. http://www.awesomelibrary.org/Classroom/Mathematics/Middle-High_School_Math/Alge

Awesome Talking Library Examples ... U.S. Department of Peace Here: Home Classroom Mathematics Middle-High School Math > Algebra Algebra Also Try Math Lessons (Awesome Library) Provides lessons, worksheets, and activities. 6-00 Lesson Plans Algebra (Weisstein and Wolfram Research) Provides a comprehensive set of advanced resources in algebra, including quadratic forms, field theory, equations, identities, invariants, operations, cyclotomy, coding theory, polynomials, and much more. 12-99 Algebra (bigchalk.com) Provides a few algebra lessons by general grade level. 3-02 Algebra - Graphing Relations and Functions (Moore) Introduces basic concepts through problems to solve. 5-00. Algebra Basics (Thinkquest Team 20991) Provides basic algebra tutorials by topic, incuding square roots, scientific notations, graphing, ratios, fractions, factoring, single and multi-variable equations, exponents, and word problems. 5-00 Algebra II (Thinkquest Team 20991) Provides algebra tutorials by topic, incuding equations and inequalities, graphs or graphing and functions, polynomials and factoring, fractional expressions, powers and roots, complex numbers, quadratic equations and functions, coordinate geometry, exponential and logarithmic functions, probability, and matrices. 5-00 Algebra Lessons (AskERIC) Provides lessons by topic and grade level. 2-01

16. Helpful Links Web Introduction JSTOR The Annals of probability Math Forum probability andstatistics MathPages probability and statistics activities and Explanations http://teacherlink.org/content/math/interactive/probability/helpfullinks/home.ht

Home Helpful Links Proposal Number Sense Interactive Quiz Lesson Plans ... References National and Local Standards NCTM Principles and Standards for School Mathematics NCTM Standards for Grades 9-12 NCTM Data Analysis and Probability Standards for Grades 9-12 Virginia Standards of Learning ... Virginia Standards of Learning for Mathematics Helpful Probability Websites Virtual Laboratories in Probability and Statistics A Lesson in Expected Value (includes an applet) by George Resse Probabilities in the Game of Monopoly® Project Interactive Probability Activities ... MathPages: Probability and Statistics Activities and Explanations Helpful Mathematics Websites ExploreMath.com National Council of Teachers of Mathematics Homepage Center for Technology and Teacher Education - University of Virginia Interactive Mathematics Web Sites ... Cool Math - Welcome to COOLMATH.COM by Karen!! History of Mathematics/Probability Milestones in the History of Probability, Department of Mathematics and Computer Information Science, Mansfield University MacTutor Homepage MacTutor's Index of Biographies Mathematicians of the Seventeenth and Eighteenth Centuries ... John Miller's Calculus Project at Germantown Academy - Biographical Sketches of Mathematical Giants

17. MAT 516 Probability And Statistics For Teachers activities will be posted on the Handouts page on the website. Web Resource We willbe using the website Virtual Laboratories in probability and statistics as http://www.math.sunysb.edu/~dowker/516/syllabus.html

MAT 516 Probability and Statistics for Teachers Course Information and Syllabus SUNY at Stony Brook Spring 2003 Instructor: Ian Dowker Email: dowker@math.sunysb.edu Phone: (631) 632 4005 Office: 4-105 Math Building Class time: Tuesdays 7-10pm Class location: Math 4-130 (and Math SINC site S-235) Course website: http://www.math.sunysb.edu/~dowker/516 Course description: This course is an introduction to probability and mathematical statistics. We will cover select topics from Chapters 1 through 8 of the textbook: Chapter 1. Empirical and Probability Distributions. Basic Concepts, Descriptive Statistics (Mean, Variance, etc.) Chapter 2. Probability . Properties of Probability, Methods of Enumeration, Conditional Probability, Independent Events, Bayes Theorem. Chapter 3. Discrete Distributions. Random Variables of the Discrete Type, Mathematical Expectation, Bernoulli Trials and the Binomial Distribution. Chapter 4. Continuous Distributions. Random Variables of the Continuous Type, the Uniform, Exponential, and Normal Distributions, Distributions of Functions of a Random Variable. Chapter 6. Sampling Distribution Theory.

18. CSMEE Digest 99-08 Provides fun and challenging activities for students. Materials Introducingactivities for probability and statistics Lesson. Freda, A. (1998). http://www.ericse.org/digests/dse99-08.html

Resources for Teaching and Learning About Probability and Statistics By: Hea-Jin Lee May 1999 ( Updated January 2002 ERIC Clearinghouse for Science, Mathematics, and Environmental Education DIGEST As increased use of technology and the empirical sciences spreads throughout the global community, the use of data and graphs to communicate information is ever increasing. Daily decision making and discussions of social issues are increasingly influenced by statistics and projected outcomes based on estimated probabilities. Unfortunately, most high school graduates have little or no background in the mathematics associated with calculating probabilities and interpreting statistics. Therefore, in order for our students to be adequately prepared to make informed decisions, schools need to provide greater attention to probability and statistics in mathematics and other courses. Numerous educators (NCTM, 1989; NRC, 1989; Shaughnessy, 1992) have recommended the introduction of concepts related to probability and statistics throughout the school years for all students, not just those students bound for college. Key Issues In spite of increased support for teaching probability and statistics in schools, significant problems have been reported.

19. ENC: Curriculum Resources: Virtual Laboratories In Probability And Statistics (E Web Links. Explore online lesson plans, student activities, and teacher learningtools. Virtual laboratories in probability and statistics. http://www.enc.org/resources/records/0,1240,018405,00.shtm

Skip Navigation You Are Here ENC Home Curriculum Resources Advanced Search ... Ask ENC Explore online lesson plans, student activities, and teacher learning tools. Search Browse About Curriculum Resources Read articles about inquiry, equity, and other key topics for educators and parents. Create your learning plan, read the standards, and find tips for getting grants. Virtual laboratories in probability and statistics URL: http://www.math.uah.edu/stat/ ENC#: ENC-018405 Publisher: University of Alabama in Huntsville Date: Grades: 11 12 Post-secondary Abstract: Record Created: Last Modified: Study guides and tutorials; Internet resource. Subjects: Mathematics. Models. Probability. Process skills. Statistics. Visualization Contributor(s): Kyle Siegrist; All information in this catalog record was verified and accurate when it was first made available to the public. ENC updates catalog records when resources are featured in special projects or when we learn that the information in the record is out of date. Back to Top You Are Here ENC Home Curriculum Resources

20. ENC: Web Links: Math Topics: Data Analysis And Probability mathematics topics in geometry, trigonometry, and probability. an Addison Wesley elementarystatistics textbook, contains project activities that are http://www.enc.org/weblinks/math/0,1544,1-Statistics Probability-any-Data Analys

Skip Navigation You Are Here ENC Home Web Links Math Topics Advanced ... Frequently Asked Questions Find detailed information about thousands of materials for K-12 math and science. Read articles about inquiry, equity, and other key topics for educators and parents. Create your learning plan, read the standards, and find tips for getting grants. Math Topics Lists of web sites categorized by subject areas within mathematics. Data Analysis and Probability The Math Forum Internet mathematics library Date: Grade: Kindergarten - 12 ENC#: This Internet site is an annotated catalog of mathematics and mathematics education web sites assembled by the Math Forum. It features hierarchical categories (mathematical topics, resource types, mathematics education topics, and educational levels) ... (For more details see Brief ENC Record or Full ENC Record Ask Dr. Math Date: Grade: Kindergarten - 12 ENC#: This Internet site features a question and answer service for K-12 math students and their teachers. Visitors fill out a web form to send questions on mathematics related topics to Dr. Math located at Drexel University. Answers are sent back by e-mail... (For more details see Brief ENC Record or Full ENC Record Illuminations. Grades 9-12

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