1. ACTIVITIES INDEX These activities listed below are designed for either group or individual exploration into concepts from middle school Back to top. 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. 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; Why: gives curriculum context for the activity. See WHAT'S NEW in Interactivate! New Activities that are fully functional but do not yet have supporting materials developed.

2. LESSONS INDEX View suggested activities and corresponding lesson plans suggested for ELEMENTARYGRADES 35. 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. Use this form to contact the 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. Statistics & Probability org/probstat/probstat.html This comprehensive math website connects to tons ofresources, activities, and ideas related to probability and statistics. http://eduscapes.com/42explore/statistics.htm

The Topic: Easier - A statistic is a fact or piece of information that is expressed as a number or percentage. The facts and figures that are collected and examined for information on a given subject are statistics. Probability is the likelihood of something happening or being true. Harder - Statistics is a set of methods used to collect and analyze data. Those statistical methods help people identify, study, and solve a variety of problems. Statistics help people make good decisions about uncertain situations. Probability is used to describe events that do not occur with certainty. People in varied occupations use statistics. Health professionals use statistical methods to determine whether a specific drug or procedure is useful in the treatment of medical problems. Weather forecasters use statistics to more accurately predict the weather. Engineers use statistics to benchmark standards for product safety and quality. Scientists employ statistical methods to design effective experiments. Economists apply statistical techniques in predicting future economic trends. Statisticians analyze data in two varying ways: exploratory methods and confirmatory methods. Exploratory methods are used to analyze what the data seem to be saying. These exploratory methods often involve computing averages or percentages and displaying the data on some type of graph. Confirmatory methods apply ideas from probability theory in an attempt to answer specific questions.

4. Probability Lessons, Tutorials And Homework Help. Overview of probability and statistics An excellent series of examples for understandingthe laws of probability. probability activities (Middle/High School http://math.about.com/cs/probability/

zJs=10 zJs=11 zJs=12 zJs=13 zc(5,'jsc',zJs,9999999,'') About Homework Help Mathematics Math Help and Tutorials Probability Home Essentials Grade By Grade Goals Math Formulas ... Math Tutors zau(256,152,145,'gob','http://z.about.com/5/ad/go.htm?gs='+gs,''); Math Help and Tutorials Math Formulas Math Lesson Plans Math Tutors ... Help zau(256,138,125,'el','http://z.about.com/0/ip/417/0.htm','');w(xb+xb); Stay Current Subscribe to the About Mathematics newsletter. Search Mathematics Probability A variety of resources to support the concept of probability (the deegree of evidence, the likelihood of an event). Resources for early elementary - college level. Alphabetical Recent Up a category 'Layman's' Guide to Probability Theory An in-depth but easily readable guide on probability theory, covering various aspects of theory with a bias to gambling games. An Introduction To Probability An excellent starting place to enhance and extend your understanding of probability. 11 online tutorials. Comprehensive Overview of Probability and Statistics An excellent series of examples for understanding the laws of probability. Probability Activities (Middle/High School) Middle and High School probability activities complete with the solutions.

5. 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

6. Statistics And Applied Probability, University Of California, Santa Graduate Students. Tutors. activities. Research. Colloquia. Statlab. Computing. Annual Report Mathematics and statistics. statistics and Applied probability, University of California http://www.pstat.ucsb.edu/

7. Probability And Statistics Activities For MATH 2050 probability and statistics activities for MATH 2050. Content Title, Activity,Files, Notes, Used by GHR. Introduction to Microsoft Excel, Excel, Y. http://mtsu32.mtsu.edu:11281/math2050/coursepack/coursepackindex.htm

Probability and Statistics Activities for MATH 2050 Content Title Activity Files Notes Used by GHR Introduction to Microsoft Excel Excel Y Descriptive Statistics in Excel Excel Y Making a Bar Chart in Excel Excel Y Making a Pie Chart in Excel Excel Y Introduction to Minitab Minitab Y Descriptive Statistics Fan Cost Index fan.mtw Y Descriptive Statistics Review Y Probability/Equally Likely Random Babies 1st by hand, then computer sim. Y Set Operations and Properties Y Basic Probability Rules Top 100 Films in class handout Y Top 100 Films cont. in class handout Y Discrete Random Variables Random Babies cont. Minitab on ex. 3 - Rolling Dice Y Roulette Minitab Y Binomial Distributions Multiple Choice Exams Minitab for Binom. Distr., could use calculator at end Y Which Tire? Minitab for hypergeometric distr. Y Continuous Probability Distributions pennies.mtw Computer - very min., could be a demo Y Normal Distribution misc.mtw Minitab N Sampling Distributions of Sample Means Penny Ages cont. pennies.mtw

8. The Math Forum - Math Library - Prob/Stat The Math Forum's Internet Math Library is a comprehensive catalog of Web sites and Web pages relating to the study of mathematics. This page contains sites relating to probability/statistics. Virtual Laboratories in probability and statistics Kyle Siegrist; Dept Timely topic overviews, ready-to-go activities, and suggested math and science curriculum materials, all http://mathforum.com/library/topics/probstat

Browse and Search the Library Home Math Topics : Prob/Stat Library Home Search Full Table of Contents Suggest a Link ... Library Help Subcategories (see also All Sites in this category Bayesian Statistics Computational Statistics Data Analysis Graphing of Data Data Sets Probability Statistics Stochastic Processes Selected Sites (see also All Sites in this category Virtual Laboratories in Probability and Statistics - Kyle Siegrist; Dept. of Mathematical Sciences, Univ. of Alabama-Huntsville Interactive, Web-based modules for students and teachers of probability and statistics. Experiments are written in Java. Contents include: special models (Buffon's experiments, card experiments, Bernoulli trials, the ball and urn experiment, the matching experiment, ball and cell experiments, the Poisson process, and red and black), basic probability (probability spaces, combinatorics, distributions, expected value), basic statistics (descriptive statistics, special distributions, the sample mean, interval estimation, sample correlation and regression, goodness of fit, and non-parametric methods), and appendices. more>> All Sites - 57 items found, showing 1 to 50

9. Math Tools Browse Newsletter. All activities in Prob. Stat. for probability statistics. activities.Technology PoWs. Support Materials. TOPICS. All Topics. probability statistics. http://mathforum.org/mathtools/cell.html?co=ps&rc=activity&tp=16

10. Probability/Statistics probability/statistics. Home More About This Category. Main Math. What Are My Chances? What Are My Chances? Check Latest Price. What Are My Chances? probability/statistics e-math-pro - school supplies teaching resouces teacher supplies to master probability and statistics through the engaging activities presented in this http://www.teachersparadise.com/store/e-math-pro.html

PROBABILITY/STATISTICS Home More About This Category Main Math What Are My Chances? What Are My Chances? Check Latest Price What Are My Chances? Is filled with dynamic and motivating assignments to actively engage middle school students in the process of understanding probability. Each activity is accompanied by two simulations which involve students in makingpredictions, collecting data, and analyzing their results. To ... Probability and Statistics Probability and Statistics Check Latest Price Your students will develop a greater understanding of the concepts and skills needed to master probability and statistics through the engaging activities presented in this book. Easy-to-follow instructions, fun-to-solve puzzles and riddles,and many self-checking activities make this book a hit in a ... Probability and Statistics Probability and Statistics Check Latest Price Games and activities based on NCTM standards show the importance of knowing about probability and how to interpret statistics in the real world. 112 pages. ... Check Latest Price This book supplements the instructional and hands-on activities used in the classroom. The book builds upon the students' understanding of patterns and of ''more'' and ''less'' by showing systematic ways of displaying and organizing data,as well as making predictions and observations based on this ...

11. ELA Mathematics Directory Complex, Irrationals, Real • Number Theory • probability, statistics Universityof Toronto Mathematics Network Discussion, Tour, activities, Games, Problems http://home.att.net/~gallgosp/math.htm

to ELA Web Portal ELA MATHEMATICS DIRECTORY A Algebra Animations ARCHITECTURE ... ML (Click above to jump to Listings on this page or to an ALTERNATE ELA DIRECTORY ^ MATH ALGEBRA Jim Hoffman Mount Royal Collegiate Algebra Rules ^ MATH ... Advanced Geometric Configurations Advanced Geometry Applets Calculus Java Demonstrations limits, solids of revolutions, exponentials C.a.R. - Version for Java (free source, GNU Lic.) Demo Applets Chaos Demonstrations, Java Applets Michael Cross Chaos, Fractals, and Arcadia Robert L. Devaney Chaos Game Applet Bill Clagett Envision It! (NSF Grant) Graphics for the Calculus Classroom Complex Analysis with animations, Links: Douglas N. Arnold Java The Math Forum Resource Types: Software: Web Interactive maths online Gallery of Multimedia Learning Links Online Tools Links ordered by Topic Collections of Resources and Links ... The Visual Math Institute Chaos Theory, Education, Euclid Projecy, FAQ ^ MATH ASSOCIATIONS American Mathematical Society Links mathscinet reviews database ... American Mathematical Society (e-math) Links mathscinet reviews database Search ... Edinburgh Mathematical Society Scotland European Mathematical Society (EMS) European Research Consortium for Informatics and Mathematics (ERCIM) Institute for Studies in Educational Mathematics (ISEM) International Association of Mathematical Physics (IAMP), research

12. Resources For Teaching And Learning About Probability And Statistics. ERIC Diges It also provides an annotated listing of World Wide Web resources and materialsintroducing activities on probability and statistics. (ASK). http://www.ericdigests.org/2000-2/resources.htm

Site Links Home Search for ERIC Digests Privacy Policy Resources for Library Instruction ... Information Literacy Blog ERIC Identifier: Publication Date: Author: Lee, Hea-Jin Source: ERIC Clearinghouse for Science Mathematics and Environmental Education Columbus OH. Resources for Teaching and Learning about Probability and Statistics. ERIC 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 recommend 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.

13. Statistics/Probability probability and statistics Hotlist. probability and statistics Student activities.New. probability by Surprise. probability Central - ThinkQuest. http://webtech.kennesaw.edu/jcheek4/statistics.htm

Statistics/Probability An Introduction to Probability Area Probability Online game Case Studies - Statistics Crowds Count - Online Lesson Exploring Data FAQs - High School Probability HyperStat Online - An introduction to statistics Interactive Manipulatives - Virtual manipulatives related to the NCTM Probability standard for grades 9-12. New Interactive Sites - Statistics Introduction to Probability Introduction to Probability - Webquest New Introduction to Statistics - Lessons from Math Goodies. New Percent and Probability New Probability Probability Probability Activities Probability - Hyperstats Probability and Statistics - From the Math Forum Probability and Statistics Hotlist Probability and Statistics - Student activities. New Probability by Surprise Probability Central - ThinkQuest Probability - Lessons from Math Goodies.

14. Mathematics - AP Probability & Statistics Strand, Bloom s, Source, activities. AP probability and statistics, Application,CA Mathematics Content Standards, December 1997, Advanced Placement probabilityand http://www.tulare.k12.ca.us/profdevelopment/CR15534.HTM

Index Language Arts Science Social Studies Mathematics Algebra I Geometry Algebra II Trigonometry ... Ordering Info Made with Curriculum Designer by EdVISION.com TJUHSD California Content Standards Printable Version Goals and Descriptions AP Probability and Statistics AP Probability and Statistics The learner will be able to solve probability problems with finite sample spaces by using the rules for addition, multiplication, and complementation for probability distributions and understand the simplifications that arise with independent events. Strand Bloom's Source Activities AP Probability and Statistics Application CA: Mathematics Content Standards, December 1997, Advanced Placement Probability and Statistics Classroom The learner will be able to know the definition of conditional probability and use it to solve for probabilities in finite sample spaces. Strand Bloom's Source Activities AP Probability and Statistics Application CA: Mathematics Content Standards, December 1997, Advanced Placement Probability and Statistics Classroom Assessment Resources Skills Connection, EdVISION, Version 2.1.0, 2001, Template: All Skills; Area: Mathematics [Software]

15. Mathematics - Probability & Statistics Strand, Bloom s, Source, activities. probability and statistics, Application, CAMathematics Content Standards, December 1997, probability and statistics, Classroom. http://www.tulare.k12.ca.us/profdevelopment/CR15532.HTM

Index Language Arts Science Social Studies Mathematics Algebra I Geometry Algebra II Trigonometry ... Ordering Info Made with Curriculum Designer by EdVISION.com TJUHSD California Content Standards Printable Version Goals and Descriptions Probability and Statistics Probability and Statistics The learner will be able to know the definition of the notion of independent events and can use the rules for addition, multiplication, and complementation to solve for probabilities of particular events in finite sample spaces. Strand Bloom's Source Activities Probability and Statistics Application CA: Mathematics Content Standards, December 1997, Probability and Statistics Classroom Assessment Resources Skills Connection, EdVISION, Version 2.1.0, 2001, Template: All Skills; Area: Mathematics [Software] Unit: Probability; Skills: Probability/Statistics - C; Grade: 7. Unit: Probability; Skills: Predictions, Independent/Dependent Events; Grade: 8. Unit: Probability; Skills: Probability, Theoretical Probability; Grade: 10. The learner will be able to know the definition of conditional probability and use it to solve for probabilities in finite sample spaces. Strand Bloom's Source Activities Probability and Statistics Application CA: Mathematics Content Standards, December 1997, Probability and Statistics

16. 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

17. Statistics & Probability in probability; History of probability and statistics; Elementary statistics Understandstatistics by analyzing demonstrations, and other activities are useful http://www.amatyc.org/OnlineResource/StatProb.html

Online Resource The American Mathematical Association of Two-Year Colleges Funding for the creation of this resource was provided by the AMATYC Foundation. The site is maintained by Lance Hemlow. Original research by Karen Pagel. Technical expertise by Jim Roznowski. Back to Topics Table With the changing nature of the Internet, these sites may no longer exist or they may exist in different formats. To suggest new sites for inclusion, to report bad links, or to comment on any of the listings in this resource, please use the feedback form Addison Wesley Longman Internet Projects Addison Wesley Longman Internet projects for elementary statistics Grade: 10 - Post-secondary. Designed to complement chapters in an Addison-Wesley textbook on statistics. These simulations, demonstrations, and other activities are useful to anyone interested in statistics, not just users of that specific book. The site provides access to varied data sources and interactive graphical tools that can be used to analyze the data Understand statistics by analyzing real data and interacting with graphical demonstrations of statistical concepts. Simulations, demonstrations, and other activities are useful to anyone interested in statistics Adventures in Statistics Although meant for the public schools ideas here would be useful in a non-majors statistic course.

18. Mathematics - IN: Probability And Statistics Scope, Hours, Source, activities. Data Collection and Classification, Comprehension,Master, 0.5, IN Academic Standards, 2000, probability and statistics, Standard 1, http://www.plainfield.k12.in.us/cdmath/CR14639.HTM

Index Mathematics IN: Kindergarten IN:ALGEBRA I FALL IN:ALGEBRA I SPRING IN:Precalculus Spring ... IN: Discrete Math IN: Probability and Statistics IN: Calculus Introduction Ordering Info Made with Curriculum Designer by EdVISION.com Plainfield Commmunity Schools math 10/18/01 Mathematics - IN: Probability and Statistics Printable Version Goals and Descriptions Algebraic Concepts Calculus and Pre-Calculus ... Whole Numbers Algebraic Concepts Algebraic Concepts Description Operations: Develop/Proficiency The learner will be able to develop proficiency in operations with real numbers, vectors, and matrices, by applying mental math or paper and pencil computations for simple problems, and by applying technology for the more complex problems. Strand Bloom's Scope Hours Source Activities Operations Master National Council of Teachers of Mathematics (NCTM), 2000, Grade 12, Number and Operations Standard Classroom Rates: Estimate/Interpret The learner will be able to estimate and interpret rates of change using graphical and numerical data. Strand Bloom's Scope Hours Source Activities Rates Master National Council of Teachers of Mathematics (NCTM), 2000, Grade 12, Algebra Standard

19. Probability And Statistics: Seminars activities OF THE probability AND statistics GROUP AT POLITECNICODI TORINO. SEMINARS. Seminari di probabilità e statistica 2004. http://calvino.polito.it/~probstat/activities.html

ACTIVITIES OF THE PROBABILITY AND STATISTICS GROUP AT POLITECNICO DI TORINO SEMINARS , seconda parte , prima parte WORKING GROUPS Algebraic Statistics Group , working group 2002-2003 Gene Expression and Microarrays Group, working group 2002-2003-2004 CONFERENCES AND WORKSHOPS DEINDE 2003, Design of industrial experiments workshop DEINDE 2002, Design of industrial experiments workshop DEINDE 2001, Design of industrial experiments workshop SCHOOLS Doctorate School Lectures, Metodi algebrico-geometrici in combinatoria e statistica. Torino, DIMAT, Maggio-Settembre 2004 School and Workshop, Computational algebra for algebraic geometry and statistics. Torino, September 6-11, 2004 International School, Stochastic comparisons: theory and applications. Torino, June 15-18, 2004 , Prima Scuola Italiana di Statistica per le Prove Cliniche Back to Probability and Statistics group

20. Probability And Statistics Resources the the basics of probability and how for reading practice, andstats could supportmath activities. statistics With the winning combination of statistics and http://westgresham.gresham.k12.or.us/jcooke/ProbStat.html

Probability and Statistics Resources Internet Links Graphing Page This site provides an interactive tool that teachers students about graphs and actually helps them to construct their own simple bar, pie, or line graphs. Jackie Cooke's Home Page: The Math Forum At this huge site you will find many interesting resources related to Probability and Statistics and much more! For example on this page , there is an introduction the the basics of probability and how to calculate permutations and combinations. On another page at this huge site you will find a tutorial written for middle school students on making graphs using a Claris Works spreadsheet file Math Glossary This site contains an electronic glossary of math vocabulary words organized by grade level. Or check out the home page for this site to find lesson plans for many content areas including math. This page is created by Harcourt Brace. Math in Daily Life Most students question how they will use basic math concepts throughout their lives. This site explains how math impacts daily decision making as it explores math's role in cooking, home decorating, savings and retirement, and more. This online exhibit is inspired by For All Practical Purposes: Introduction to Contemporary Mathematics , a video series in the Annenberg/CPB Multimedia Collection. Math Lessons by Cynthia Lanius This web address has many interactive math lessons on a variety of topics including one on graphing.

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