ARITHMETIC TO ALGEBRA
TO CALCULUS
TEXTBOOKS

CRITICAL THINKING APPROACH

to PROBABILITY & STATISTICS
E-Course Edition

Chapters 1 - 8
   

Prices Table of Contents

   



ABOUT THIS TEXT



Critical Thinking Approach to Probability and Statistics has been recommended as the text for Probability and Statistics when learning and understanding Probability and Statistics is the main objective of the course.


Critical Thinking Approach to Probabilty and Statistics has been recommended for students who want to understand and learn Probability and Statistics concepts as opposed to memorizing them. This text was designed and written as an introductory course in Probability and Statistics. It is NOT intended as "a band aid" topic frequently offered as part of a Pre-Calculus course. Probability and Statistics are becoming more critical for all branches of science and industry; this is particularly true because of trying to understand our constantly changing world caused by learning more about Quantum Mechanics.


Critical Thinking Approach to Probability and Statistics contains the curriculum for a first year Probability and Statistics math course. Many students struggle with Probability and Statistics through no fault of their own. Probability and Statistics has its own unique language and set of rules, and the frustration experienced by students can result in a loss of self-confidence. Critical Thinking Approach to Probability and Statistics features a comprehensive, step-by-step approach that simplifies complex concepts by breaking them up into bite-size pieces, using high quality illustrations, and providing real-life examples. The mathematics is presented in an understandable way in order to maximize success in this course. The Probability and Statistics Text in the Arithmetic to Algebra through Pre-Calculus Series contains all necessary topics needed to understand future math courses. The complete Table of Contents for Probabilty and Statistics text is presented at the bottom of this web-page.




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Each Section in Probability & Statistics is followed by 4 sets of exercises: Exercises for Vocabulary, Exercises for Computation, Exercises for Understanding, and a Self-Test. The Solutions's Manual contains the answers for Problems for Problem Solving (a collection of problems from science and industry applicable to the topics in that Unit). Answers for some of the odd numbered exercises appear at the end of the text while the complete answers appear in the Solution's Manual for the text.

Because of the emphasis on understanding, this is an outstanding text for teaching concepts associated with Probability & Statistics.


CRITICAL THINKING

Among the meanings of the word critical are the concepts of "involving skillful judgment as to truth or merit," and "of decisive importance in respect to the outcome." Critical Thinking in mathematics involves an understanding of the vocabulary, algorithms, and problems encountered in using mathematics. These materials were specifically developed to help students understand mathematics, to help students be able to read mathematical material, and to help students be better able to solve problems using mathematics. These materials were also developed to help students learn mathematics without total dependence upon rote memory. The role of memory in the process of learning is significant; but no subject, including mathematics, can be learned solely by rote memory. An understanding of the concepts and the language is equally important. To accomplish these goals the materials of this text have been organized by objectives; and attention has been given to the three areas of vocabulary, computation, and understanding of mathematical concepts by incorporating the suggestions of Piaget, Polya, and others who have conducted sufficient research in the learning of mathematics.

Students cannot be good at problem solving unless they possess more than a short-term "rote memory knowledge" of mathematics; they must have an understanding of the concepts involved. The best positions in business and industry have been offered to the graduates with the highest potential as problem solvers. Studying mathematics in general, and these materials in particular, will help develop better problem solving skills. The CRITICAL THINKING APPROACH TO PROBABILITY & STATISTICS contains Exercises for Understanding which consist of Discussion, Explanation, and Discovery Exercises which are designed to foster class discussions about key topics and concepts. Many of these exercises do not have unique answers causing discussions of trade-offs and possible decisions. The Exercises for Understanding are located at the end of each Unit with the other sets of exercises.


VOCABULARY and READING

Research, particularly that done by Piaget, has shown that in order to understand mathematics, or any other subject, a person must be able to read and write the language. There are four levels in learning a language, only two of these can be addressed in a math program. The first level, introduction of terms, and the second level, pointing out correct use of terms in context, have been incorporated in these materials. To introduce the language of mathematics all special terms are put in boldface where they first occur and are summarized along with special symbols at the end of each Chapter. To insure the correct use of terms, the textbook includes Exercises for Vocabulary at the end of each Unit. In addition to the Exercises for Vocabulary the student is encouraged to read this mathematics text to obtain answers to other exercises.


COMPUTATION

Computation has been the main focus of texts in the past, and these materials continue this attention as an important aspect of the learning of mathematics. In the text material, algorithms and procedures are explained and are illustrated with examples. While the use of modern calculators is not discouraged, restraint of their use should not allow buttonology to take over. People are seldom hired because they can push a button, the knowledge behind the need for that button is far more valuable. Research has determined that it is possible for many students to use a calculator to get an answer without any understanding of the math used in the concept. Exercises for Computation and a Self Test are placed at the end of each Unit. The exercises, for the most part, are traditional numerical problems which provide the necessary drill and practice for reinforcement of algorithms.


PROBLEM SOLVING

Polya describes solving problems as " the most characteristically human activity"; that is,"the specific achievement of intelligence, and intelligence is the specific gift of mankind ...". The importance of problem solving is not debatable, but what constitutes a "problem to be solved" in mathematics, has caused debate. Most authorities now agree that the correlation to determining the answer to a traditional word problem and solving a "real world" problem is limited. Traditional word problems seldom represent a "real world" problem because they only require a student to select and apply an algorithm recently presented in the lecture. Traditional word problems do not contain any unfamiliar element, a critical part of a "real world" problem. The CRITICAL THINKING APPROACH TO PROBABILITY & STATISTICS contains Problems for Problem Solving located at the end of each Chapter. The problems in Problems for Problem Solving contain an unfamiliar element and are designed to provide groups of students experience discussing data, possible methods of solution, discussions of trade-offs, possible decisions and possible ways of presenting solutions.

UNDERSTANDING

Students cannot be good at problem solving unless they possess more than a short term "rote memory knowledge" of mathematics and they must be able to do mure than buttonology. They must have an understanding of the concepts involved. In recent times the best positions in business and industry have been offered to the graduates with the highest potential as problem solvers. Studying mathematics in general, and these materials in particular, will help develop better problem solving skills. Again, the Exercises for Understanding at the end of each Unit can be used for class discussions to promote the understanding of key concepts.

OBJECTIVES

Following the introduction of each Unit is a list of the objectives for that Unit. Students are expected to master the objectives as they study the materials. Since mathematics is cyclic, future mathematics learning will be dependent upon the success students have with each Unit. Each Objective, in turn, becomes the heading and code for the Section containing the text material for that objective. Students will find a complete discussion of the concepts of the objective in that Section. Students will also find that the Exercise Sets and the Self Tests contain the Objective code that relates the material to each Section.

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Title:"NEW" Critical Thinking Approach to Probability & Statistics
has a new reenforced hard binding. This new binding will last many years with normal wear.


Title:Critical Thinking Approach to Probability & Statistics
ISBN# 1-888679-44-1  Code 6600 Subject: Introduction to Probability & Statistics

Author: Melvin Poage

Binding: Hardcover

340 pages
Size = 7" X 10"
Price: $48.00




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TABLE OF CONTENTS
for Critical Thinking Approach to
PROBABILITY & STATISTICS

CHAPTER 1 INTRODUCTION TO PROBABILITY 
UNIT A BASIC IDEAS 
UNIT B SETS AND SET NOTATION
UNIT C COUNTING
UNIT D COMBINATIONS 
SECTION E  INVERSE LINEAR FUNCTIONS
   
CHAPTER 2 PROBABILITY
UNIT A PROBABILITY OF SAMPLE SPACES 
UNIT B  PROBABILITY OF MUTUALLY EXCLUSIVE EVENTS
UNIT C EXPECTED VALUE AND ODDS
   
CHAPTER 3 PROBABILITIES INVOLVING ADDITIONAL INFORMATION
UNIT A  CONDITIONAL PROBABILITY
UNIT B  BAYES' FORMULA 
UNIT C MARKOV CHAIN PROCESS
   
CHAPTER 4 INTRODUCTION TO STATISTICS
UNIT A TABLES 
UNIT B  BAR GRAPHS
UNIT C CIRCLE GRAPHS AND PICTOGRAPHS
UNIT D BROKEN AND CONTINUOUS LINE GRAPHS
   
CHAPTER 5 MEASURES OF STATISTICS 
UNIT A MEASURES OF CENTRAL TENDENCY
UNIT B MEASURES OF VARIATION
UNIT C STANDARD DEVIATION
   
CHAPTER 6 FREQUENCY DISTRIBUTIONS 
UNIT A INTRODUCTION TO SAMPLE FREQUENCY DISTRIBUTIONS 
UNIT B FREQUENCY CURVES
UNIT C NORMAL FREQUENCY DISTRIBUTIONS 
   
CHAPTER 7 HYPOTHESIS TESTING
UNIT A HYPOTHESIS 
UNIT B TESTING HYPOTHESIS 
UNIT C CONFIDENCE INTERVALS
   
CHAPTER 8 CORRELATION, REGRESSION, AND PREDICTION.
UNIT A  CORRELATION OF DATA 
UNIT B REGRESSION 
UNIT C PREDICTION 
   
ANSWERS TO ODD NUMBERED EXERCISES 
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