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         Probability & Statistics Activities:     more books (46)
  1. Statistics: Concepts and Contr & Rev Laboratory/Activities Supp & SPSS V10 CDR by David S. Moore, 2001-12-28
  2. The Practice of Business Statistics (full). CDR & Activities/Projects by David S. Moore, George P. McCabe, et all 2003-11-15
  3. Activity STATS for Excel by Paul Velleman, 2004-01
  4. International Aspects of UK Economic Activities (Reviews of United Kingdom Statistical Sources) by P. Buckley, R.D. Pearce, 1991-06
  5. Intro to Practice Statistics & Activities/Projects Freeman Stat & TI-83 Manual by David S. Moore, George P. McCabe, 2000-03-23
  6. The Practice of Business Statistics w/CD & Activities and Projects for the W. H. Freeman Statistics Series by David S. Moore, 2003-08-01
  7. Resources for teaching and learning about probability and statistics (SuDoc ED 1.310/2:433219) by Hea-Jin Lee, 1999
  8. Elementary Applied Statistics: An Activity Based Approach
  9. Statistics Through Applications & Activities and Projects for High School Statistics Courses by Dan Yates, 2004-03-26
  10. Intro to the Practice of Statistic, 4e, CD & Activities/Projects by David S. Moore, George P. McCabe, 2003-08-01
  11. Study Guide & Activities/Projects Freeman Stat for Intro Practice Statistics 3e by William I. Notz, 2000-07-21
  12. Statistics: Concepts and Controversies & Media Activities Suppl & EESEE CD-Rom by David S. Moore, 2000-10-12
  13. Statistics: Concepts and Controversies & Revised Lab/Activities Supp & EESEE CDR by David S. Moore, 2001-08-19
  14. Reduced Rank Regression: With Applications to Quantitative Structure-Activity Relationships (Contributions to Statistics) by H. Schmidli, Heinz Schmidli, 1995-09

41. MA452 -Probability And Statistics II Syllabus
MA452 probability and statistics II (Spring 2004). Completing the activities shouldhelp you with the homework be required to turn in a statistics portfolio at
http://www.faculty.fairfield.edu/lmcsweeney/MA452.htm
MA452 - Probability and Statistics II (Spring 2004) General Information: Instructor: Dr. Laura McSweeney (lmcsweeney@mail.fairfield.edu) Meeting Times: Wed 6:30 – 9p Text: Miller and Miller’s Freund’s Mathematical Statistics Required Graphing Calculator: TI-83 or statistically equivalent brand. Bring to each class! Office Hours: MR 1 – 3pm, W 5:30 – 6:15pm and by appt. Bannow Course Website: http://www.faculty.fairfield.edu/lmcsweeney/MA452.htm I STRONLGY recommend that you purchase a binder for the course since you will get many handouts this semester. Also, your presence and participation is expected at each class since we will be covering new material each class. Course Description: This follow-up course will emphasize the development of basic statistical tools covered in Chapters 7, 8 and 10 – 14 in the text. There will be an emphasis on proofs as well as applications. Topics to be covered include sampling distributions, limit laws, estimation theory, hypothesis testing, least-squares methods, correlation and regression. In addition, we will be having a demonstration at the library to see what mathematical resources are available (in house and online).

42. Andinia.com - Products And Services Related To Probability And Statistics
Products and Services Related to probability and statistics. services related to maths,probability and statistical in relation to outdoor activities, but also
http://www.andinia.com/and_estadisticas_estatisticas_statistics_probabilidades_p
Products and Services Related to Probability and Statistics A selection of websites offering products and services related to maths, probability and statistical analysis for research use in relation to outdoor activities, but also for fun and entertainment. Click on the links below to visit our associates' sites. - Sports information and odds comparison; a site dedicated to the online sports betting community as well as those fans who just want to know everything about their teams. Insider Edge Sports - The company states that with over 10 years of handicapping experience, it can deliver real winners to its customers. Wildcat Sports Statistics - A very good tool for sports fans as well as those who like sports betting. Ksportz - Fully Integrated Football Betting System and Statistics Database. Great Gambling Systems - Professionals reveal powerful global gambling systems for Horse Racing, Lotteries, Sports Tournaments and many more. My Mathematical Formula - This Formula will show you EXACTLY how meager odds of even (2-1 on) can be turned into 100's-1 with $1.2 or $3 stakes. Amazon.com

43. Online Math Resources For High School: Geometry, Trigonometry, Statistics, Proba
statistics and probability interactive activities Including different graphs plots, experimental probability with dice or coins or spinner, conditional
http://www.homeschoolmath.net/math_high_school.php
HOMESCHOOL
MATH
Home 123-Math ebooks Worksheets Curriculum guide ... DVD rentals
Online math resources: games, quizzes, interactive tutorials, software
Most of these use either Macromedia Shockwave Player or Java. You can download Macromedia Shockwave Player here . The resources are FREE unless otherwise noted. Math Help General Elementary Math 1 Elementary Math 2 Math help, Homework help, tutoring Math history, Problem solving, Test prep Basic operations, Times tables, Place value Time, Money, Measuring, Geometry Middle School Math High School Math 1 High School Math 2 Fun and Games Fractions, Decimals, Integers, Coordinate Plane, Geometry Algebra, Graphing, Calculus Geometry, Trigonometry, Statistics Math games, quizzes, or interactive tutorials websites
Online math resources for High school 2: Geometry Trigonometry
Geometry
Geometry gizmos at Explorelearning.com

" Gizmo" is an interactive virtual 'gadget' that lets you explore the mathematical concept, and serves as a lesson with the included exploration guide. Find gizmos for You need to register for a free 30 day trial, or subscribe.

44. Probt & Stat Syllabus
Textbook Understandable statistics, 6 th ed., by Charles and of a random variable;find the probability of the as for reflecting on any activities complete in
http://ww3.munet.edu/math/Section 12/2ndSyllabi/MTH2350.htm
Mathematics MTH Home Institutional Information Section 1
Summary of Courses
Form XX
Secondary

Elementary

Form XXX
Education
Section 2
Program Summary Section 3 Instructional Faculty Section 4 Candidate Preparation Section 5 Collaborative Partnerships Section 6 Professional Development Section 7 Standards Matrices Secondary Elementary Section 8 Program Recognition Section 9 Methods of Instruction Section 10 Faculty Vitae Section 11 Course Descriptions Mathematics Education Section 12 Course Syllabi
Secondary
Elementary Computer Science Program NCATE-MDE Home Last Update
03 November 2001
MTH 2350 Probability and Statistics 4 s.h.
I. Course Description
This course presents the student with the basic concepts of probability and statistics. Students investigate both experimental and theoretical probability. Students also learn to use both descriptive and inferential statistics to analyze data, and to make predictions and decisions. Topics studied include: exploratory data analysis, measures of central tendency and deviation, sampling and sampling distributions, random variables, frequency distributions, statistical inference, and hypothesis testing. Real data are used when appropriate to apply the concepts of this course to real-world situations. Use of a graphing calculator is an integral part of the course. Selected items from this course will be included in the portfolio required of all majors in the College of Science and Mathematics. Prerequisite

45. Probability And Statistics
Explain the basic concepts of probability, statistics and random variables.Use the fundamental probability distributions to model applied problems.
http://www.dean.usma.edu/math/activities/ilap/topics/probstat/default.htm

Discrete Dynamical Systems
[ Probability and Statistics ] Calculus Differential Equations Linear Algebra The goal of these problems is to Explain the basic concepts of probability, statistics and random variables. Use the fundamental probability distributions to model applied problems. Question results critically, make informed decisions, and present technical arguments. Acquire the ability to learn and study mathematically based subjects independently. Appreciate the relevance of stochastic mathematics in problem solving by investigating interdisciplinary case studies and presenting results. Calling for Artillery Fire Reliability Problem Electrical Circuit Analysis Modeling Electrical Current Estimating Water Forces on a Dam ... Measuring the "Safeness" of Air Send mail to webmaster with questions or comments about this web site.
Last modified: February 22, 2001

46. Mathematics Statistics And Probability Analysis
Pascal Triangle activities. Mini project on sports start draft Students theirchoose favorite sport, research the probability and statistics.
http://www.wrsd.net/mathematicsstatisticsanalysis.htm
Mathematics Curriculum Guide Statistics and Probability Analysis In the Area of:
Outcome (The student will...) Instructional Strategies (The teacher may...) Learning Activities (The student may...) Assessment Extension (The student will...) Resources
Apply data to make predictions about graphs. - Provide students with a set of 5 graphs and 5 scenarios. Provide a scale set of 5 graphs with data. - Introduce the experiment. also be sure to have plenty of goldfish crackers available. - Connect a graphic display to data - Develop oral skills to defend their work. - Do catch and release experiment with Pepperidge Farm Goldfish. Oral presentation to class of findings. Debate the questionable matches. Match the graphs to the scenario, working in pairs, match the graph to the measures of central tendency. Activity Based Statistics - Springer, p. 12-16. Activity Based Statistics - Springer, pp. 17-20. More Than Graphs Analysis In the Area of:
Outcome (The student will...) Instructional Strategies (The teacher may...)

47. Mtht 575 Principles Of Probability And Statistics Fall 1998, R 5
study of combinatorics and probability distributions will largely ignored in classesin mathematical statistics. We will concentrate on activities that can be
http://tigger.uic.edu/~uripeled/Classes/MTHT575/575f98.htm
Mtht 575: Principles of Probability and Statistics
Fall 1998, R 5-8 PM 612 SEO
Call Number 33619
Instructor
Uri N. Peled, 506 SEO, Tel. 413-2156, Fax 996-1491, uripeled@uic.edu
Office hours
M W F 12:00-12:50 or by appointment
Latest no-penalty Add or Drop Date
September 4
Holidays
September 7 (Labor Day), November 26-27 (Thanksgiving)
Text
Three Dale Seymour books ( Quantitative Literacy Series
a) Exploring Data
b) Exploring Probability , Newman, Obremski, Schaeffer
c) The Art and Techniques of Simulation
``Competitors'' with the class text

a) The rest of the QLS series
b) Used Number Series , Dale Seymour
c) Probability (Middle Grades Mathematics Project)
d) Teaching Statistics and Probability , 1981 NCTM Yearbook
e) , NCTM
Additional references of a different sort
a) Using Statistics b) Statistics with a Sense of Humor , Pyrczak c) The Visual Display of Quantitative Information , Tufte d) An Introduction to Probability Theory and Its Applications , Feller. The classic, comprehensive college text on probability. e) Statistical Abstract of the United States
Course Description
Since the 1950's, there has been a call on the part of U.S. industry, educators, and mathematicians to include the teaching of probability and statistics in the school curriculum. For example

48. Library: Science & Mathematics
Provides fun and challenging activities for students. Materials Introducingactivities for probability and statistics Lesson. Freda, A. (1998).
http://library.educationworld.net/a9/a9-123.html
Articles on Education
Career Development

Counselling

Rural Education

Special Education
...
Urban Education

Library Sections The Complete Shakespeare
US State Facts

Facts on Canada

Historical Documents
...
Classical Literature
Majority of the articles reproduced here are digests produced through funding from the Office of Educational Research and Improvement, U.S.Department of Education. The content of this publication does not necessarily reflect the views or policies of the U.S. Department of Education nor does mention of trade names, commercial products, or organizations imply endorsement by the U.S. Government. These digests are in the public domain and may be freely distributed and reproduced. The World of Education does not endorse the views presented in this or any other article. Home Library Articles on Education / Resources for Teaching and Learning About Probability and Statistics Resources for Teaching and Learning About Probability and Statistics Author: Hea-Jin Lee Date: May 1999 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.

49. Math 143 Spring 2001 Class Page
Curve Calculator; Correlation Regression; What is probability? participating ininclass discussions/activities. of Mathematics and statistics Calvin College
http://www.calvin.edu/~scofield/courses/m143/S01/
Math 143 C/E
Probability and Statistics
Spring, 2001 Calendar Assignments Class Links Blackboard ...
Professor Scofield's Homepage
Learning Aids
Lecture links
Applets

Adjusting bin size in a histogram Reese's Pieces samples IPS applets Some Applets on Normal Distributions: IPS site Seeing Statistics 68-95-99.7 rule Evaluations Exam 1: review sheet solutions Quiz 4: solutions Quiz 5: solutions Exam 2: review sheet solutions Exam 3: review sheet solutions Reading reports Scoring rubrik
Information about the course
Welcome
Read the Course Overview to set the tone for the course. Class Meetings
Our class meets on MWThF, section C at 10:30-11:20 am and section E at 2:30-3:20 pm. Generally our meeting place is NH 295, though some Thursdays we will meet in the computer lab NH 180. The Professor
My homepage
has the location of my office, my office hours, how to contact me, etc. Course Objectives
Here are some of the specific objectives I hold for students in this course. Textbook
Introduction to the Practice of Statistics
, which I will refer to as IPS . You are expected to read your textbook (follow the link for further details). The specific sections to read are posted on the

50. Cmcmath : Statistics And Probability Index
CMC Student Problem Solving activities Test Your Best, 22.1, Sept 1997, 53–54. SimulationsMaking a Connection between statistics and probability, 25.2, Dec
http://www.cmc-math.org/index29

Home
Conferences Membership Affiliates ... Officers and Contact Information
Statistics and Probability Index
TITLE Vol.Issue# Date pg# A Closer Look at the Batting Average Paradox Sept 1997 A Statistical and Financial Analysis of the California Lottery Game, Decco Sept 1998 An Analysis of SuperLOTTO Plus Dec 2000 Analyzing Stem-and-Leaf Plots June 1997 Beware of Measurement Bias June 1998 But Your Mileage Can Vary Sept 1997 CMC Student Problem Solving Activities: Alpha Data Mar 2000 CMC Student Problem Solving Activities: Calculator Survey Mar 1997 CMC Student Problem Solving Activities: Computer Statistics Dec 1999 CMC Student Problem Solving Activities: Data Detectives Dec 1999 CMC Student Problem Solving Activities: EarthMath Dec 1997 CMC Student Problem Solving Activities: Graphing Speed Sept 1997 CMC Student Problem Solving Activities: Letters Most Likely Sept 1998 CMC Student Problem Solving Activities: Making Sense of Statistics June 1997 CMC Student Problem Solving Activities: Picturing Pictographs Sept 2000 CMC Student Problem Solving Activities: Possible/Impossible Sept 1998 CMC Student Problem Solving Activities: Spinner Surveys June 1997 CMC Student Problem Solving Activities: Statistical Persuasion June 1997 CMC Student Problem Solving Activities: Test Your Best Sept 1997 Computing Reading Levels Dec 1999 Counting Cars June 1999 Data Analysis: Classroom Experiments with Linear Regressions Sept 1996 Data from the 1996 Olympics June 1997 Data Representation Using Post-It Notes Dec 1999 Dog Ages June 2000 Double the Bubble Learning: Geometry through Science

51. A Conceptual Model For Solving Percent Problems
Adventures in statistics (Grades 35) This is more a provides games, puzzles, applications,and activities for all is an introduction to probability using dice
http://illuminations.nctm.org/lessonplans/3-5/combinations-35/
Pre-K - 2 Across Lessons SWRs Tools i-Maths Inquiry Search
Standards

Contact Us

Home
NCTM Publication-Based Lesson Plan / 3 - 5
Combinations Overview: This lesson focuses on combinations, a subject related to the probability-and-statistics strand of mathematics. Students will be encouraged to discover all the combinations for the given problem-solving skills (including elimination and collection of organized data) and drawing conclusions. The use of higher-level thinking skills (synthesis, analysis, and evaluations) is the overall goal. This lesson is taken from "Ideas: Combinations" by Marcy Cook that appeared in The Arithmetic Teacher Vol. 36, No. 1 (September, 1988) pp. 31 - 36.
Mathematical Learning Objectives: In Activity 1 , "Clowns," students will:
  • determine the number of clown faces that can be made with two mouth possibilities and four colored-hat possibilities, and generalize the number of combinations that can be made from a given number of possibilities.
In Activity 2 , "Shorts and Shirts," students will:

52. OliviaPark Elementary School - Mathematics
301; probability and statistics, Grades 8 - 10 (British Columbia Ministry ofEducation) Provides math outcomes, strategies, resources, activities, and
http://www.awesomelibrary.net/Washington/OliviaPark/Classroom/Mathematics/Middle
Olivia Park Elementary School
Search: 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 (MSTE)
      Provides lessons in geometry and probability. 2-00
  • 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 (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 (PBS TeacherSource)
      Provides six lessons, by topic. 3-01
  • Probability and Statistics, Grades 8 - 10 (British Columbia Ministry of Education)
  • 53. 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.

    54. Mathematics - Statistics & Probability
    probability/statistics. Strand, Bloom s, Scope, Source, activities. Data, Evaluation,Master, School District of Washington. SG4. PS1,2,7. M1,3,6. Classroom.
    http://www.washington.k12.mo.us/curriculum/math/CR15547.HTM
    Index
    Mathematics Kindergarten Grade One Grade Two Grade Three ...
    Other Inclusions

    Made with
    Curriculum Designer by
    EdVISION.com
    School District of Washington MATHEMATICS CURRICULUM 2000 Printable Version Goals and Descriptions
    Mathematics Processes
    Perspective/Role in Society ... Probability/Statistics
    Probability/Statistics Analyzing Data/Technical Report
    The learner will be able to analyze and interpret data collected in a self-designed experiment, draw conclusions, and consolidate these in a technical report. Strand Bloom's Scope Source Activities Data Evaluation Master School District of Washington. SG4. PS1,2,7. M1,3,6. Classroom Average: Determine
    The learner will be able to determine the average of a given set of numbers using a calculator when appropriate. Strand Bloom's Scope Source Activities Average/Median/Mode/Range Comprehension Master School District of Washington. SG3. PS1,2,7. M1,3,6. Classroom Average: Weighted Average
    The learner will be able to solve problems that involve the calculation of a weighted average. Strand Bloom's Scope Source Activities Average/Median/Mode/Range Comprehension Master School District of Washington. SG3. PS1,2,7. M1,3,6.

    55. Mentors In Print: Chances Are . . . Making Probability And Statistics Fun To Lea
    Copyright 1998 176 pages ISBN 1882664-35-3 Grade Level 3-12. Probabilityand statistics become fun to learn with engaging games and activities.
    http://www.creativelearningpress.com/mip/168.html
    Home About Us Help How To Order ... Contact Us Mentors In Print CLP Titles
    Tools for Teachers
    Schoolwide Enrichment Model

    Work Left Undone

    Back To Math
    ... View Cart
    Chances Are . . . Making Probability and Statistics Fun to Learn and Easy to Teach
    Author:
    Nancy Pfenning, PhD.
    176 pages
    ISBN: 1-882664-35-3
    Grade Level: 3-12
    Probability and statistics become fun to learn with engaging games and activities. Easy-to-understand explanations and creative activities give students hands-on experience with topics such as probability distribution and standard deviation. Pfenning invites students to figure out how to win a card game, the probability of coin toss, or how to project the rate of growth of a virus, and students learn how to work with Venn diagrams and Box-and-Whisper Plots as well as statistical inferences and means and medians. This site was built by Integrated Web Design

    56. Probability
    In Chapter 11, Interpreting Data statistics and probability, the authors Studentsmust also engage in activities where they can test the probability of
    http://plato.acadiau.ca/courses/educ/reid/Resources-for-Elem-Math/resources_prob
    This website contains a list of several valuable resources for teaching data collection and probability in the elementary classroom. Included are resource books, websites and journal articles that offer useful and practical ideas that teachers may implement in their classrooms. These resources were compiled by Shannon Hodder, a student of Education at Acadia University.
    TEACHING RESOURCE BOOKS
    Text Books Resource Binders Activity Books ... JOURNAL ARTICLES
    TEXT BOOKS
    Van de Walle, John A. (1994). Elementary School Mathematics nd ed.) Toronto: Addison Wesley Longman. * This is an excellent teaching resource for any elementary math teacher. Chapter 19, called Exploring Beginning Concepts of Probability and Statistics would be particularly useful to a teacher when examining data collection and probability. It offers comprehensive explanations of the concepts involved, including why they are important to know at the elementary level. This chapter can help teachers better understand the concepts themselves, as well as assist them with their instructional approaches to teaching such concepts. This edition is now out of print.

    57. Data Analysis, Statistics, And Probability Overview
    Data Analysis, statistics, and probability introduces statistics as a a half hourof video programming, problemsolving activities provided online
    http://www.learner.org/channel/courses/learningmath/data/overview/
    Course Information:
    Overview of the Course Data Analysis, Statistics, and Probability introduces statistics as a problem-solving process. In this course, you will build your skills through investigations of different ways to collect and represent data and to analyze and interpret variation in data. The course consists of 10 sessions, each with a half hour of video programming, problem-solving activities provided online and in a print guide, and interactive activities and demonstrations on the Web. Although each session includes suggested times for how long it may take to complete all of the required activities, these times are approximate. Some activities may take longer. You should allow at least two and a half hours for each session. The 10th session explores ways to apply the statistical concepts you've learned in K-8 classrooms. You should complete the sessions sequentially. Session 1: Statistics as Problem Solving
    Consider statistics as a problem-solving process and examine its four components: asking questions, collecting appropriate data, analyzing the data, and interpreting the results. This session investigates the nature of data and its potential sources of variation. Variables, bias, and random sampling are introduced. Session 2: Data Organization and Representation
    Explore different ways of representing, analyzing, and interpreting data, including line plots, frequency tables, cumulative and relative frequency tables, and bar graphs. Learn how to use intervals to describe variation in data. Learn how to determine and understand the median.

    58. Resource: Learning Math: Data Analysis, Statistics, And Probability
    and probability introduces statistics as a and median, bivariate data, probability,designing statistical programming, problemsolving activities available in
    http://www.learner.org/resources/series158.html
    by Discipline Arts Education Foreign Language Literature and Language Arts Mathematics Science Social Studies and History or by Grade K - 2 College/Adult A video- and Web-based course on basic concepts of statistics for K-8 teachers; 9 half-hour and 1 one-hour video programs, course guide, and Web site; graduate credit available Learning Math: Data Analysis, Statistics, and Probability is one of five video- and Web-based mathematics courses for elementary and middle school teachers. These courses, organized around the content standards of the National Council of Teachers of Mathematics (NCTM), will help you better understand the mathematics concepts underlying the content that you teach.
    Data Analysis, Statistics, and Probability introduces statistics as a problem-solving process. In this course, you can build your skills through investigations of different ways to collect and represent data, and describe and analyze variation in data. Through practical examples, you will come to understand some statistical concepts, such as data representation, variation, the mean and median, bivariate data, probability, designing statistical experiments, and population estimations. The concluding case studies, divided into grade bands for K-2, 3-5, and 6-8 teachers, show you how to apply what you have learned in your own classroom. The course consists of 10 two-and-a-half hour sessions, each with a half-hour of video programming, problem-solving activities available in print and on the Web, interactive activities and demonstrations on the Web, and questions for class discussion or individual reflection.

    59. STN - Book Reviews
    Sports. Alan Barson has done a splendid job including a wide assortment of topicsto engage children in activities involving probability and statistics.
    http://www.bio.ri.ccf.org/ASA/b43-2.html
    Probability and Statistics
    by Alan Barson Frank Schaffer Publications, Inc. 1995
    Torrance, CA 90505
    Barson also gives several excellent suggestions for extending this experiment. He suggests playing a game of hangman to see if this new knowledge assists them in discovering the secret word. Another suggestion was to examine the keys on a typewriter and explain their positioning based on this research. In the third follow-up activity the children are required to write three sentences about themselves without using any of these five most commonly used letters. I assigned this particular activity for homework that night, and many thought writing three sentences for homework would be a snap. But the next day my students came to class saying how much fun they'd had trying, although they found it impossible, to come up with three good, coherent sentences. This activity also generated much discussion.
    Another interesting activity in section two is a "True-False, Multiple Choice" worksheet. The task is to speculate what the odds are at passing a true-false test and a multiple choice test by just "guessing." Your students will enjoy taking this test. The children flip a coin (heads -true, tails -false) to determine the answer, summarize this information, and graph the data. What do you think the odds are?
    How many three-letter words can be made from the letters A, E, T, and S? is the initial challenge in the game "Making Words," found in section three - "Games People Win." Then, a little twist is added. You must now put all four letters (A, E, T, and S) in a container and remove three letters, one at a time. You must place the letters in front of you in the same order they were drawn. Yes, you don't always get a three-letter word! If you get a three-letter word you score a point. This continues for 20 rounds and the player with the most points wins. Our seventh grade students loved this game so much, they continued to play during recess. This is an excellent game to incorporate language skills into the math classroom.

    60. Department Of Probability And Statistics: Home Page
    key discipline in the work of SCEOS, and both Professor Anderson and Professor O Haganof probability and statistics play a prominent part in SCEOS activities.
    http://www.shef.ac.uk/~pas/GenInfo/academics.html
    Academic Staff and their Research Interests
    Professor C W Anderson Professor J D Biggins studied Mathematics at the University of Cambridge (BA 1973). The undergraduate degree was followed by an MSc (1974), with the main subject for this being Statistics, and a DPhil (1976), in Probability Theory; both postgraduate degrees are from the University of Oxford. He joined the staff at the University of Sheffield in 1976, and became a Professor in 1994. His main research interest is in applied probability, in particular branching processes and their applications (in biology, computer science, fractals, and non-linear differential equations), random walks and large deviation theory. Professor N H Bingham took his first degree in Mathematics at Oxford (BA 1966) and his doctorate at Cambridge (PhD 1969), working on Probability Theory under D G Kendall. He then taught for thirty years in the University of London (Westfield, Royal Holloway and Birkbeck Colleges), becoming Reader in 1980 and Professor in 1985. He joined Brunel University in 2000 before coming to Sheffield in 2003. His interests centre on probability and stochastic processes, mathematical finance and statistics (particularly non- and semi-parametrics). He holds a Cambridge ScD (1996), and is the co-author of two books, Regular Variation (with C M Goldie and J L Teugels) and Risk-Neutral Valuation (with R Kiesel).

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