Statistics for economics, accounting, and business studies:
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Harlow, England ; Munich u.a.
Prentice Hall/Financial Times
2009
|
| Ausgabe: | 5. ed. |
| Schriftenreihe: | Pearson education
|
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | Includes index. |
| Beschreibung: | XIX, 454 S. Ill., graph. Darst. 25 cm |
| ISBN: | 9780273717942 |
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Datensatz im Suchindex
| _version_ | 1804139396181524480 |
|---|---|
| adam_text | Titel: Statistics for economics, accounting and business studies
Autor: Barrow, Michael
Jahr: 2009
Guided tour of the book xii
Getting started with statistics using MathXL xiv
Preface to the fifth edition xvii
Introduction 1
Descriptive statistics 7
Learning outcomes 8
Introduction 8
Summarising data using graphical techniques 10
Looking at cross-section data: wealth in the UK in 2003 16
Summarising data using numerical techniques 24
The box and whiskers diagram 44
Time-series data: investment expenditures 1973-2005 45
Graphing bivariate data: the scatter diagram 58
Data transformations 60
Guidance to the student: how to measure your progress 62
Summary 63
Key terms and concepts 64
Reference 64
Problems 65
Answers to exercises 71
Appendix 1A: 2 notation 75
Problems on E notation 76
Appendix 1B: E and V operators 77
Appendix 1C: Using logarithms 78
Problems on logarithms 79
Probability 80
Learning outcomes 80
Probability theory and statistical inference 81
The definition of probability 81
Probability theory: the building blocks 84
Bayes theorem 91
Decision analysis 93
Summary 98
Key terms and concepts 98
Problems 99
Answers to exercises 105
vii
Contents !|j
3 Probability distributions 10 I
Learning outcomes .^ r
Introduction ^t
Random variables ^
The Binomial distribution ?
The Normal distribution 25
The sample mean as a Normally distributed variable
The relationship between the Binomial and ^
Normal distributions ..„
The Poisson distribution 35
Summary ,„,
Key terms and concepts „„
Problems .,~
Answers to exercises
144
k Estimation and confidence intervals
144
Learning outcomes ,,,-
Introduction .,r
Point and interval estimation ,,
Rules and criteria for finding estimates ,„
Estimation with large samples .„
Precisely what is a confidence interval? ,n
Estimation with small samples: the t distribution 5
Summary ,.
Key terms and concepts ,,
Problems n
A 1°
Answers to exercises „-
Appendix: Derivations of sampling distributions
172
5 Hypothesis testing
i ¦ * 172
Learning outcomes .
Introduction
The concepts of hypothesis testing g0
The Prob-value approach
Significance, effect size and power
Further hypothesis tests „
Hypothesis tests with small samples L
Are the test procedures valid? . .
Hypothesis tests and confidence intervals L ;
Independent and dependent samples 1L
Contents
Problems 197
Answers to exercises 201
The %2 and F distributions 204
Learning outcomes 204
Introduction 205
The x2 distribution 205
The F distribution 220
Analysis of variance 222
Summary 229
Key terms and concepts 230
Problems 231
Answers to exercises 234
Appendix: Use of^2 and F distribution tables 236
Correlation and regression 237
Learning outcomes 237
Introduction 238
What determines the birth rate in developing countries? 238
Correlation 240
Regression analysis 251
Inference in the regression model 257
Summary 271
Key terms and concepts 272
References 272
Problems 273
Answers to exercises 276
Multiple regression 279
Learning outcomes 279
Introduction 280
Principles of multiple regression 281
What determines imports into the UK? 282
Finding the right model 300
Summary 307
Key terms and concepts 308
Reference 308
Problems 309
Answers to exercises 313
Data collection and sampling methods 318
Learning outcomes 318
Introduction 319
Using secondary data sources 319
Using electronic sources of data 321
ix
;ontents ?
323
Collecting primary data
The meaning of random sampling
Calculating the required sample size
Collecting the sample
Case study: the UK Expenditure and Food Survey ; °
Summary ,.
Key terms and concepts
References
341
Problems
If?
10 Index numbers
343
Learning outcomes
Introduction
A simple index number
A price index with more than one commodity
Using expenditures as weights
Quantity and expenditure indices
The Retail Price Index
Inequality indices
The Lorenz curve
The Gini coefficient
Concentration ratios
r- 376
Summary
Key terms and concepts
References
377
Problems
382
Answers to exercises
Appendix: Deriving the expenditure share form of
the Laspeyres price index
11 Seasonal adjustment of time-series data 386
Learning outcomes
Introduction 38
The components of a time series
oqQ
Forecasting
Further issues
Summary
Key terms and concepts
Problems A°2
Answers to exercises
Important formulae used in this book ^
Appendix; Tables 412
Table Al Random mim*»r table ^
Table A3- . Th«starwh«A*tan»a**itrtttftton k
Table A3 Percentage points of the t distribution
Table A4- Critical values of the tf distribution
Table A5(a) Critical values of the F distribution (upper 5% points]
Table A5(b) Critical values of the F distribution (upper 2.5% points)
Table A5(c) Critical values of the F distribution (upper 1 % points]
Table A5(d) Critical values of the Fdistribution (upper 0.5% points)
Table A6 Critical values of Spearman s rank correlation coefficient
Table A7 Critical values for the Durbin-Watson test at 5%
significance level
Answers to problems
Index
Contents
415
416
418
420
422
424
426
427
428
449
XI
|
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| dewey-sort | 3519.5024 233 |
| dewey-tens | 510 - Mathematics |
| discipline | Mathematik Wirtschaftswissenschaften |
| edition | 5. ed. |
| format | Book |
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| spelling | Barrow, Michael Verfasser aut Statistics for economics, accounting, and business studies Michael Barrow 5. ed. Harlow, England ; Munich u.a. Prentice Hall/Financial Times 2009 XIX, 454 S. Ill., graph. Darst. 25 cm txt rdacontent n rdamedia nc rdacarrier Pearson education Includes index. Wirtschaft Economics Statistical methods Commercial statistics Wirtschaft (DE-588)4066399-1 gnd rswk-swf Statistik (DE-588)4056995-0 gnd rswk-swf Wirtschaftsstatistik (DE-588)4066517-3 gnd rswk-swf 1\p (DE-588)4123623-3 Lehrbuch gnd-content Wirtschaftsstatistik (DE-588)4066517-3 s DE-604 Wirtschaft (DE-588)4066399-1 s Statistik (DE-588)4056995-0 s 2\p DE-604 HBZ Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=017740858&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 2\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Barrow, Michael Statistics for economics, accounting, and business studies Wirtschaft Economics Statistical methods Commercial statistics Wirtschaft (DE-588)4066399-1 gnd Statistik (DE-588)4056995-0 gnd Wirtschaftsstatistik (DE-588)4066517-3 gnd |
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| title | Statistics for economics, accounting, and business studies |
| title_auth | Statistics for economics, accounting, and business studies |
| title_exact_search | Statistics for economics, accounting, and business studies |
| title_full | Statistics for economics, accounting, and business studies Michael Barrow |
| title_fullStr | Statistics for economics, accounting, and business studies Michael Barrow |
| title_full_unstemmed | Statistics for economics, accounting, and business studies Michael Barrow |
| title_short | Statistics for economics, accounting, and business studies |
| title_sort | statistics for economics accounting and business studies |
| topic | Wirtschaft Economics Statistical methods Commercial statistics Wirtschaft (DE-588)4066399-1 gnd Statistik (DE-588)4056995-0 gnd Wirtschaftsstatistik (DE-588)4066517-3 gnd |
| topic_facet | Wirtschaft Economics Statistical methods Commercial statistics Statistik Wirtschaftsstatistik Lehrbuch |
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