MARC details
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05103nam a2200697 i 4500 |
| 001 - CONTROL NUMBER |
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| control field |
11129159 |
| 003 - CONTROL NUMBER IDENTIFIER |
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| control field |
CaPaEBR |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
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20240726104649.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
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| fixed length control field |
160124s2016 nyu foa 001 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
9781631573866 |
| Qualifying information |
|
| 040 ## - CATALOGING SOURCE |
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| Original cataloging agency |
CaBNVSL |
| Language of cataloging |
eng |
| Description conventions |
rda |
| Transcribing agency |
CaBNVSL |
| Modifying agency |
CaBNVSL |
| 050 04 - LIBRARY OF CONGRESS CALL NUMBER |
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| Classification number |
QA278 |
| Item number |
.R447 2016 |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Wilson, J. Holton, |
| Dates associated with a name |
1942-, |
| Relator term |
Author |
| 245 10 - TITLE STATEMENT |
|---|
| Title |
Regression analysis : |
| Remainder of title |
understanding and building business and economic models using Excel / |
| Statement of responsibility, etc. |
J. Holton Wilson, Barry P. Keating, and Mary Beal. |
| 250 ## - EDITION STATEMENT |
|---|
| Edition statement |
Second edition. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. |
|---|
| Place of publication, distribution, etc. |
New York, New York (222 East 46th Street, New York, NY 10017) : |
| Name of publisher, distributor, etc. |
Business Expert Press, |
| Date of publication, distribution, etc. |
(c)2016. |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
1 online resource (vi, 194 pages) |
| 336 ## - CONTENT TYPE |
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| Content type term |
text |
| Content type code |
txt |
| Source |
rdacontent |
| 337 ## - MEDIA TYPE |
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| Media type term |
computer |
| Media type code |
c |
| Source |
rdamedia |
| 338 ## - CARRIER TYPE |
|---|
| Carrier type term |
online resource |
| Carrier type code |
cr |
| Source |
rdacarrier |
| 347 ## - DIGITAL FILE CHARACTERISTICS |
|---|
| File type |
data file |
| Source |
rda |
| 490 1# - SERIES STATEMENT |
|---|
| Series statement |
Quantitative approaches to decision making collection, |
| 505 00 - FORMATTED CONTENTS NOTE |
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| Formatted contents note |
1. Background issues for regression analysis -- |
| Title |
2. Introduction to regression analysis -- |
| -- |
3. The ordinary least squares (OLS) regression model -- |
| -- |
4. Evaluation of ordinary least squares (OLS) regression models -- |
| -- |
5. Point and interval estimates from a regression model -- |
| -- |
6. Multiple linear regression -- |
| -- |
7. A market share multiple regression model -- |
| -- |
8. Qualitative events and seasonality in multiple regression models -- |
| -- |
9. Nonlinear regression models -- |
| -- |
10. Abercrombie and Fitch and jewelry sales regression case studies -- |
| -- |
11. The formal ordinary least squares (OLS) regression model -- |
| -- |
Appendix. Some statistical background -- |
| -- |
Index. |
| 520 3# - SUMMARY, ETC. |
|---|
| Summary, etc. |
This book covers essential elements of building and understanding regression models in a business/economic context in an intuitive manner. The technique of regression analysis is used so often in business and economics today that an understanding of its use is necessary for almost everyone engaged in the field. It is especially useful for those engaged in working with numbers--preparing forecasts, budgeting, estimating the effects of business decisions, and any of the forms of analytics that have recently become so useful. This book is a nontheoretical treatment that is accessible to readers with even a limited statistical background. This book specifically does not cover the theory of regression; it is designed to teach the correct use of regression, while advising the reader of its limitations and teaching about common pitfalls. It is useful for business professionals, MBA students, and others with a desire to understand regression analysis without having to work through tedious mathematical/statistical theory. This book describes exactly how regression models are developed and evaluated. Real data are used, instead of contrived textbook-like problems. The data used in the book are the kind of data managers are faced with in the real world. Included are instructions for using Microsoft Excel to build business/economic models using regression analysis with an appendix using screen shots and step-by-step instructions. Completing this book will allow you to understand and build basic business/economic models using regression analysis. You will be able to interpret the output of those models and you will be able to evaluate the models for accuracy and shortcomings. Even if you never build a model yourself, at some point in your career it is likely that you will find it necessary to interpret one; this book will make that possible. |
| 530 ## - COPYRIGHT INFORMATION: |
|---|
| COPYRIGHT INFORMATION |
COPYRIGHT NOT covered - Click this link to request copyright permission: |
| Uniform Resource Identifier |
<a href="b">b</a> |
| 530 ## - COPYRIGHT INFORMATION: |
|---|
| COPYRIGHT INFORMATION |
|
| 538 ## - SYSTEM DETAILS NOTE |
|---|
| System details note |
Mode of access: World Wide Web. |
| 538 ## - SYSTEM DETAILS NOTE |
|---|
| System details note |
System requirements: Adobe Acrobat reader. |
| 588 ## - SOURCE OF DESCRIPTION NOTE |
|---|
| Source of description note |
Title from PDF title page (viewed on January 24, 2016). |
| 630 00 - SUBJECT ADDED ENTRY--UNIFORM TITLE |
|---|
| Uniform title |
Microsoft Excel (Computer file) |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Regression analysis. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Econometric models. |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
Regression analysis |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
ordinary least squares (OLS) |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
time-series data |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
cross-sectional data |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
dependent variables |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
independent variables |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
point estimates |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
interval estimates |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
hypothesis testing |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
statistical significance |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
confidence level |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
significance level |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
p-value |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
R-squared |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
coefficient of determination |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
multicollinearity |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
correlation |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
serial correlation |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
seasonality |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
qualitative events |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
dummy variables |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
nonlinear regression models |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
market share regression model |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
Abercrombie & Fitch Co. |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
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| Personal name |
Keating, Barry P., |
| Relator term |
|
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Beal-Hodges, Mary., |
| Relator term |
|
| 856 41 - ELECTRONIC LOCATION AND ACCESS |
|---|
| Uniform Resource Identifier |
<a href="https://go.openathens.net/redirector/ciu.edu?url=https://portal.igpublish.com/iglibrary/search/BEPB0000445.html">https://go.openathens.net/redirector/ciu.edu?url=https://portal.igpublish.com/iglibrary/search/BEPB0000445.html</a> |
| -- |
Click here to access this RESOURCE ONLINE | Login using your my.ciu username & password |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
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| Koha item type |
|
| DONATED BY: |
|
| VENDOR |
Business Expert Press |
| Classification part |
QA278.2 |
| PUBLICATION YEAR |
(c)2016 |
| LOCATION |
|
| REQUESTED BY: |
|
| -- |
|
| -- |
NFIC |
| -- |
Cynthia Snell |
| 902 ## - LOCAL DATA ELEMENT B, LDB (RLIN) |
|---|
| a |
1 |
| b |
Cynthia Snell |
| c |
1 |
| d |
Cynthia Snell |