The Art and Science of Econometrics (Record no. 55932)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 04762nam a2200457Mu 4500 |
| 001 - CONTROL NUMBER | |
| control field | on1305845816 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | EBZ |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20251029164100.0 |
| 006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS | |
| fixed length control field | m d |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION | |
| fixed length control field | cr cnu---unuuu |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 220319s2022 xx o ||| 0 eng d |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | EBZ |
| Language of cataloging | eng |
| Transcribing agency | EBZ |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 1000580229 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781000580228 |
| Qualifying information | (electronic bk.) |
| 050 #4 - LIBRARY OF CONGRESS CALL NUMBER | |
| Classification number | HB139 |
| 049 ## - LOCAL HOLDINGS (OCLC) | |
| Holding library | MAIN |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Zong, Ping. |
| 9 (RLIN) | 64172 |
| 245 14 - TITLE STATEMENT | |
| Title | The Art and Science of Econometrics |
| Medium | [electronic resource]. |
| 260 ## - Date publicare | |
| Place of publication, distribution, etc. | Milton : |
| Name of publisher, distributor, etc. | Taylor & Francis Group, |
| Date of publication, distribution, etc. | 2022. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 1 online resource (249 p.). |
| 341 0# - | |
| -- | textual |
| -- | sapdv |
| -- | EBSCOhost |
| 490 1# - SERIES STATEMENT | |
| Series statement | Routledge Studies in Economic Theory, Method and Philosophy Ser. |
| 500 ## - GENERAL NOTE | |
| General note | Description based upon print version of record. |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | Cover -- Half Title -- Series Page -- Title Page -- Copyright Page -- Dedication -- Contents -- List of figures -- Preface -- 1. Introduction -- 1.1. Introduction -- 1.2. The motivation for writing this book -- 1.3. The focus of this book -- 1.4. The scope and structure of the book -- 2. Methodology Review -- 2.1. Introduction -- 2.2. The creation of econometrics -- 2.3. Social physics -- 2.3.1. Deductive and inductive -- 2.3.2. Statistical induction -- 2.3.3. Motivations of creating social physics -- 2.3.4. 'Mathematic games' vs. science for econometrics |
| 505 8# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | 2.4. Core ideas of science in econometrics -- 2.4.1. Error assessment and probability application -- 2.4.2. Stochastic and deterministic -- 2.4.3. The 'Error' concept in modern statistics -- 2.5. Probability revolution in econometrics -- 2.5.1. Koopmans and Haavelmo's important contributions -- 2.5.2. Various estimation methods as an approximation -- 2.5.3. Theoretical assumption tests -- 2.5.4. Probability approach in time series analysis -- 2.6. 'Discovering' from data -- 2.6.1. The econometric model approach -- 2.6.2. Box-Jenkins' ARIMA approach -- 2.7. From static to dynamic modelling |
| 505 8# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | 2.7.1. Structural econometric time series approach -- 2.7.2. Dynamic linear models -- 2.7.3. The Bayesian and non-Bayesian approaches -- 2.8. Debates of statistical significance in the 21st century -- 2.8.1. Debates on p-values -- 2.8.2. The reasons for stopping using p-values -- 2.8.3. Disagreed opinions -- 2.9. Summary and conclusions -- 3. Methodology of Simple Regression Analysis -- 3.1. Introduction -- 3.2. Simple regression analysis -- 3.2.1. Population regression functions (PRF) -- 3.2.2. Sample regression functions (SRF) -- 3.2.3. The relationship between PRF and SRF |
| 505 8# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | 3.3. Estimation methods for SRF coefficients -- 3.3.1. Population mean and sample mean -- 3.3.2. Least square techniques -- 3.4. Standard statistical assumptions -- 3.4.1. Statistical assumptions of the PRF estimation -- 3.4.2. The normal distribution in the regression model -- 3.5. Best linear unbiased estimators (BLUE) -- 3.5.1. The unbiased estimate -- 3.5.2. Efficiency -- 3.5.3. The precision of regression coefficients -- 3.6. Accuracy assessments and model valuations -- 3.6.1. The residual standard error (RSE) -- 3.6.2. 'Goodness of fit' -- R2 statistic |
| 505 8# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | 3.7. The null hypothesis statistical testing -- 3.7.1. The confidence interval estimation -- 3.7.2. The statistical significant test -- 3.8. The crisis of statistical science in p-values -- 3.8.1. Misinterpretation of the p-values -- 3.8.2. Misuse of the p-values -- 3.8.3. Arbitrary threshold value of p < 0.05 -- 3.8.4. Practical alternatives to p-values -- 3.9. The simulation approach -- 3.10. Summary and conclusions -- 4. Methodology of Multiple Regression Analysis -- 4.1. Introduction -- 4.2. Methodology of multiple linear regressions |
| 500 ## - GENERAL NOTE | |
| General note | 4.3. Least square estimation in multiple regression models. |
| 532 #0 - | |
| -- | EBSCOhost |
| -- | "EBSCO evaluates our products based on the Web Content Accessibility Guidelines (WCAG) and the related Section 508 and EN 301 549 regulations in the US and EU. Most EBSCO products are substantially conformant with WCAG 2.2 level AA." Source: https://connect.ebsco.com/s/article/EBSCO-VPATs?language=en_US. Last accessed April 22, 2025. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | |
| 9 (RLIN) | 57695 |
| 655 #4 - INDEX TERM--GENRE/FORM | |
| Genre/form data or focus term | Electronic books. |
| 9 (RLIN) | 58574 |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY | |
| Relationship information | Print version: |
| Main entry heading | Zong, Ping |
| Title | The Art and Science of Econometrics |
| Place, publisher, and date of publication | Milton : Taylor & Francis Group,c2022 |
| International Standard Book Number | 9781032227269 |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE | |
| Uniform title | Routledge Studies in Economic Theory, Method and Philosophy Ser. |
| 9 (RLIN) | 64173 |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Materials specified | EBSCOhost |
| Uniform Resource Identifier | <a href="https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=3190690">https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=3190690</a> |
| 938 ## - | |
| -- | ProQuest Ebook Central |
| -- | EBLB |
| -- | EBL6913152 |
| 938 ## - | |
| -- | EBSCOhost |
| -- | EBSC |
| -- | 3190690 |
| 994 ## - | |
| -- | 92 |
| -- | N$T |
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