Statistics for economics, accounting, and business studies:
Saved in:
| Main Author: | |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
Harlow, England ; Munich u.a.
Prentice Hall/Financial Times
2013
|
| Edition: | 6. ed. |
| Series: | Pearson education
|
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Item Description: | Includes index. |
| Physical Description: | XIX, 482 S. Ill., graph. Darst. 25 cm |
| ISBN: | 9780273764328 |
Staff View
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Record in the Search Index
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| adam_text | Titel: Statistics for economics, accounting and business studies
Autor: Barrow, Michael M
Jahr: 2013
Guided tour of the book xii Guided tour of MyMathLab Global xiv Publisher s acknowledgements xvi Preface to the sixth edition xvii Introduction 1 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 2005 16 Summarising data using numerical techniques 25 The box and whiskers diagram 45 Time-series data: investment expenditures 1977-2009 46 Graphing bivariate data: the scatter diagram 60 Data transformations 63 The information and data explosion 65 Guidance to the student: how to measure your progress 68 Summary 68 Key terms and concepts 69 Reference 69 Problems 70 Answers to exercises 76 Appendix 1A:£ notation 80 Problems on 2 notation 81 Appendix 1B: E and V operators 82 Appendix 1C: Using logarithms 83 Problems on logarithms 84 2 Probability 86 Learning outcomes 86 Probability theory and statistical inference 87 The definition of probability 87 Probability theory: the building blocks 90 Bayes theorem 98 Decision analysis 100 Summary 104 Key terms and concepts 105 Problems 106 Answers to exercises 112 vii
116 116 117 118 119 126 133 139 U1 146 145 146 151 153 153 154 154 155 159 162 170 175 175 176 178 179 181 181 182 182 189 190 193 197 199 200 201 204 205 206 206 207 212 3 Probability distributions Learning outcomes Introduction Random variables and probability distributions The Binomial distribution The Normal distribution The sample mean as a Normally distributed variable The relationship between the Binomial and Normal distributions The Poisson distribution Summary Key terms and concepts Problems Answers to exercises k Estimation and confidence intervals Learning outcomes Introduction Point and interval estimation Rules and criteria for finding estimates Estimation with large samples Precisely what is a confidence interval? Estimation with small samples: the t distribution Summary Key terms and concepts Problems Answers to exercises Appendix: Derivations of sampling distributions 5 Hypothesis testing Learning outcomes Introduction The concepts of hypothesis testing The Prob-value approach Significance, effect size and power Further hypothesis tests Hypothesis tests with small samples Are the test procedures valid? Hypothesis tests and confidence intervals Independent and dependent samples Discussion of hypothesis testing Summary Key terms and concepts Reference Problems Answers to exercises
Contents 6 The x 1 and F distributions 215 Learning outcomes 215 Introduction 216 The x 2 distribution 216 The Fdistibution 231 Analysis of variance 233 Summary 260 Key terms and concepts 241 Problems 242 Answers to exercises 245 Appendix: Use of x z and F distribution tables 247 7 Correlation and regression 249 Learning outcomes 249 Introduction 250 What determines the birth rate in developing countries? 250 Correlation 253 Regression analysis 263 Inference in the regression model 269 Some other issues in regression 280 Gapminder again 284 Summary 286 Key terms and concepts 287 References 287 Problems 288 Answers to exercises 291 8 Multiple regression 295 Learning outcomes 295 Introduction 296 Principles of multiple regression 297 What determines imports into the UK? 298 Finding the right model 318 Summary 325 Key terms and concepts 326 Reference . 326 Problems 327 Answers to exercises 331 9 Data collection and sampling methods 336 Learning outcomes 336 Introduction 337 Using secondary data sources 338 Using electronic sources of data 340 Collecting primary data 342 IX
Contents The meaning of random sampling 343 Calculating the required sample size 352 Collecting the sample 354 Case study: the UK Living Costs and Food Survey 357 Summary 358 Key terms and concepts 359 References 359 Problems 360 10 Index numbers 361 Learning outcomes 362 Introduction 362 A simple index number 363 A price index with more than one commodity 364 Using expenditures as weights 372 Quantity and expenditure indices 374 The Retail Price Index 380 Inequality indices 386 The Lorenz curve 386 The Gini coefficient 389 Concentration ratios 394 Summary 396 Key terms and concepts 397 Reference 397 Problems 398 Answers to exercises 403 Appendix: Deriving the expenditure share form of the Laspeyres price index 406 11 Seasonal adjustment of time-series data 407 Learning outcomes 407 Introduction 408 The components of a time series 408 Forecasting 420 Further issues 421 Summary 422 Key terms and concepts 422 Problems 423 Answers to exercises 426 Important formulae used in this book 430 Appendix: Tables 435 Table A1 Random number table 435 Table A2 The standard Normal distribution 437 Table A3 Percentage points of the t distribution 438 Table A4 Critical values of the x 2 distribution 439 x
Contents Table A5(a) Critical values of the F distribution (upper 5% points) 441 Table A5(b) Critical values of the F distribution (upper 2.5% points) 443 Table A5(c) Critical values of the F distribution (upper 1 % points) 445 Table A5(d) Critical values of the F distribution (upper 0.5% points) 447 Table A6 Critical values of Spearman s rank correlation coefficient 449 Table A7 Critical values for the Durbin-Watson test at the 5% significant level 450 Answers to problems 451 Index 477 Gupporl inq reso ureus MyMaihLab Global (or sludonts understanding MyMaihLab Global for instructors homework assignments Complete Instructor s Manual XI
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| dewey-full | 519.5024/33 |
| dewey-hundreds | 500 - Natural sciences and mathematics |
| dewey-ones | 519 - Probabilities and applied mathematics |
| dewey-raw | 519.5024/33 |
| dewey-search | 519.5024/33 |
| dewey-sort | 3519.5024 233 |
| dewey-tens | 510 - Mathematics |
| discipline | Mathematik Wirtschaftswissenschaften |
| edition | 6. ed. |
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| indexdate | 2024-07-10T00:42:09Z |
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| isbn | 9780273764328 |
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| publishDate | 2013 |
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| publisher | Prentice Hall/Financial Times |
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| spelling | Barrow, Michael Verfasser aut Statistics for economics, accounting, and business studies Michael Barrow 6. ed. Harlow, England ; Munich u.a. Prentice Hall/Financial Times 2013 XIX, 482 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=026184794&sequence=000001&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 |
| subject_GND | (DE-588)4066399-1 (DE-588)4056995-0 (DE-588)4066517-3 (DE-588)4123623-3 |
| 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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