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Book Information

Series:

Mathematics for Year 12 (South Australia)

Title:

Mathematical Studies (2nd edition)

Price:

Australia: AU$54.50 (inc. GST)
Overseas: AU$49.55 (ex. GST)

Authors:

Robert Haese
Sandra Haese
Tom van Dulken
Kim Harris
Anthony Thompson
Mark Bruce
Michael Haese

Year Published:

2006

ISBN-13:

978-1-876543-58-7

Extent:

448 pages

Availability:

Available now

Sample chapters for download

7. Statistics and distributions

NB: Sample chapters do not have working links.

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About the book

This second edition is a thorough revision of our established course in mathematics for Year 12.

The two statistics chapters have been completely revised: Chapter 7 now covers normal distributions and Chapter 8 covers binomial distributions only. Other changes include modelling in Chapter 2, the deletion of ‘economic models’ from Chapter 4, a more detailed account of specific exponential functions in Chapter 5, and the inclusion of transition matrices and other matrix types in Chapter 10.

Other features:

  • Printed in full colour
  • Gradual development of concepts
  • Clear worked examples
  • Plenty of well-graded examples, from basic to advanced
  • Investigations and extension material

Table of contents

1 BACKGROUND KNOWLEDGE 9
 
A Key concepts 10
B Constructing functions using geometry 21
C Review 27
     
2 FUNCTIONS AND INTRODUCTORY CALCULUS 29
 
A Functions 30
B Modelling from data 32
C Constructing exact models 37
D Basic theory of calculus 40
E When the rate of change is not constant 42
F Definite integrals 48
G Review 56
     
3 DIFFERENTIAL CALCULUS 59
 
A The idea of a limit 62
B Derivatives at a given x-value 65
C The derivative function 69
D Simple rules of differentiation 72
E Composite functions and the chain rule 76
F Product and quotient rules 80
G Implicit differentiation 84
H Tangents and normals 87
I The second derivative 93
J Review 95
     
4 APPLICATIONS OF DIFFERENTIAL CALCULUS 99
 
A Rates of change 100
B Motion in a straight line 103
C Curve properties 110
D Optimisation 124
E Review 138
     
5 EXPONENTIAL AND LOGARITHMIC FUNCTIONS 145
 
A Derivatives of exponential functions 148
B The natural logarithmic function 153
C Derivatives of logarithmic functions 158
D Exponential, surge and logistic modelling 162
E Applications of exponential and logarithmic functions 170
F Review 174
     
6 INTEGRATION 179
 
A Reviewing the definite integral 180
B The area function 183
C Antidifferentiation 184
D The Fundamental theorem of calculus 187
E Integration 190
F Linear motion 201
G Definite integrals 204
H Finding areas 206
I Further applications 211
J Review 214
     
7 STATISTICS 219
 
A Key statistical concepts 220
B Describing data 224
C Normal distributions 228
D The standard normal distribution 234
E Finding quantiles (k-values) 241
F Investigating properties of normal distributions 244
G Distribution of sample means 245
H Hypothesis testing for a mean 257
I Confidence intervals for means 266
J Review 276
     
8 BINOMIAL DISTRIBUTIONS 283
 
A Pascal’s triangle 284
B Assigning probabilities 287
C Normal approximation for binomial distributions 296
D Hypothesis testing for proportions 299
E Confidence intervals for proportions 303
F Review 312
     
9 SOLVING SYSTEMS OF LINEAR EQUATIONS 317
 
A Solutions ‘satisfy’ equations 319
B Solving 2 × 2 systems of equations 324
C 3 × 3 systems with unique solutions 328
D Other 3 × 3 systems 332
E Further applications 336
F 4 × 4 and 5 × 5 systems 339
G Review 340
     
10 MATRICES 343
 
A Introduction 344
B Addition, subtraction and multiples of matrices 347
C Matrix multiplication 353
D Transition matrices 366
E The inverse of a 2 × 2 matrix 378
F The inverse of a 3 × 3 matrix 383
G Determinants of matrices 387
H Review 392
     
  ANSWERS 397
 
     
  INDEX 447

Foreword

This 2nd edition of our established course in mathematics for Year 12 has been thoroughly revised as a result of the recent changes to the Stage 2 Mathematics Curriculum Statement. It is not our intention to define the course, it is our interpretation of the concepts outlined in the Statement and we encourage teachers and students to use other resources.

The main change in this new edition is the thorough overhaul of the two statistics chapters: Chapter 7 now covers normal distributions and Chapter 8 covers binomial distributions only. Other changes have been made to modelling in Chapter 2, the section ‘economic models’ has been deleted from Chapter 4, a more detailed account of specific exponential functions is included in Chapter 5, and Chapter 10 now includes transition matrices and other matrix types. The book has been printed in full colour and is accompanied by a new and improved version of our interactive Student CD.

The CD offers exciting possibilities for students and teachers. It contains links to spreadsheets, graphing and geometry software, graphics calculator instructions, computer demonstrations and simulations. Teachers will be able to demonstrate concepts quickly, clearly and simply, and students have the opportunity to revisit the demonstrations and experiment for themselves.

The book contains many problems from basic to advanced, to cater for a range of student abilities and interests. While some of the exercises are designed simply to build skills, every effort has been made to contextualise problems so that students can see everyday uses and practical applications of the mathematics they are studying.

Emphasis has been placed on the gradual development of concepts with appropriate worked examples. However, we have also provided extension material for those who look towards further studies or applications of mathematics for their career choices. It is not our intention that each chapter be worked through in full. Time constraints will not allow for this. Consequently, teachers must select exercises carefully, according to the abilities and prior knowledge of their students, in order to make the most efficient use of time and give as thorough coverage of work as possible.

The extensive use of graphics calculators and computer packages throughout the book enables student to realise the importance, application and appropriate use of technology. No single aspect of technology has been favoured. It is as important that students work with a pen and paper as it is that they use their calculator or graphics calculator, or use a spreadsheet or graphing package on computer. Instructions appropriate to each graphics calculator problem are on the CD. They are written for Texas Instruments and Casio calculators, and can be printed from the CD.

We hope that this book, with the associated use of technology, will enhance the students’ understanding, knowledge and appreciation of mathematics. The publishers would like to thank Michael Binkowski, David Martin, Carol Moule, and Paul Urban for their assistance in editing this publication.