Dawn Willoughby - Numbers - B2+

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Statistics and data for the non-specialist*The Collins Academic Skills Series - winner of the ELTon 2014 Innovation in Learner Resources Award.*At university you may be expected to analyse complex data and present your findings, whatever your area of study. Collins Academic Skills Series: Numbers gives you the skills you need to make sense of data and numbers and the confidence to use them effectively in your work.Learn how to• interpret statistics and data• conduct surveys• evaluate and question results• present numerical information clearlyCollins Academic Skills Series: Numbers will help you to make the most of your time at university.• Clear information and practical exercises• Information on academic expectations – understand the requirements of studying at university• Helpful tips and summaries• Answer key and glossaryNumbers is part of a new six-book series to help international students achieve academic success at college or university. It is designed to support students who are studying, or preparing to study, at an English-speaking institution.Suitable for students whose level of English is Upper Intermediate / CEF level B2 / IELTS 5.5 and higher.Other titles in the Collins Academic Skills Series:Group Work • Lectures • Presenting • Writing • Research

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Collins HarperCollins Publishers 7785 Fulham Palace Road Hammersmith London - фото 1

Collins

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First edition 2013

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You can trust Collins COBUILD

The 4.5-billion-word Collins Corpus is the world’s largest database of the English language. It is updated every month and has been at the heart of Collins COBUILD publishing for over 20 years. All definitions provided in the glossary boxes in this book have been taken from the Collins COBUILD Advanced Dictionary.

Source ISBN: 9780007507153

Ebook Edition © April 2014 ISBN 9780008101848

Version: 2014-07-01

Contents

Title Page

Copyright

Introduction

Chapter 1 Getting started

картинка 3look at numbers in everyday life

картинка 4understand the purpose and use of statistics

картинка 5learn key terms for working with numbers

картинка 6learn the basics about spreadsheets

practice referring to and labelling graphics in writing

Chapter 2 Starting primary research

картинка 7practise formulating research questions

картинка 8understand the principles of sampling

картинка 9learn how to formulate a hypothesis

Chapter 3 Research methods

understand some common research methods

understand when to use interviews, questionnaires and focus groups

картинка 10understand the advantages and disadvantages of common research methods

Chapter 4 Questionnaires

картинка 11understand how to write a questionnaire

картинка 12practise forming polite question forms

understand different sampling techniques

картинка 13understand the pros and cons of distribution methods

Chapter 5 Interviews

understand how to ask good interview questions

картинка 14learn how to structure different questions

learn about the interviewer effect

картинка 15learn how to use reported speech

Chapter 6 Percentages and fractions

картинка 16learn how to work with percentages

learn how to understand fractions

compare fractions and percentages

use verbs and nouns and dependent prepositions

Chapter 7 Averages

learn why we use averages

картинка 17learn about different types of averages

learn when to use frequency tables to find averages

картинка 18learn how to choose the right average to use

Chapter 8 Presenting your data

картинка 19understand the use of different visual information

use the present simple, past simple and present perfect to describe graphics

use the active and passive voice to describe graphics

Chapter 9 Describing change

represent change visually

картинка 20use verbs of change

use adverbs describing change

картинка 21use adjective and noun combinations to describe change

Chapter 10 Making comparisons

use graphics to compare information

use comparative structures

use superlative structures and cautious language

Chapter 11 Making connections

картинка 22understand correlation

understand the effect of sample size

express links and connections

describe facts and data

Chapter 12 Working with collected data

картинка 23learn how to present survey results

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