MARC details
| 000 -LEADER |
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| fixed length control field |
04502cam a22006138i 4500 |
| 001 - CONTROL NUMBER |
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| control field |
on1031544297 |
| 003 - CONTROL NUMBER IDENTIFIER |
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| control field |
OCoLC |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
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| control field |
20240925134803.0 |
| 006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS |
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| fixed length control field |
m d |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION |
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| fixed length control field |
cr ||||||||||| |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
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| fixed length control field |
180728s2018 ncu ob 000 0 eng |
| 010 ## - LIBRARY OF CONGRESS CONTROL NUMBER |
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| LC control number |
2018036354 |
| 040 ## - CATALOGING SOURCE |
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| Original cataloging agency |
DLC |
| Language of cataloging |
eng |
| Description conventions |
rda |
| Transcribing agency |
DLC |
| Modifying agency |
N$T |
| -- |
EBLCP |
| -- |
OCLCF |
| -- |
IDB |
| -- |
YDX |
| 019 ## - |
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| -- |
1031373906 |
| -- |
1031908389 |
| -- |
1031945023 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
9781641132398 |
| Qualifying information |
(Ebook) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
1641132396 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| Canceled/invalid ISBN |
9781641132374 (pbk.) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| Canceled/invalid ISBN |
1641132388 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| Canceled/invalid ISBN |
9781641132381 |
| 035 ## - SYSTEM CONTROL NUMBER |
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| System control number |
1733305 |
| -- |
(N$T) |
| 035 ## - SYSTEM CONTROL NUMBER |
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| System control number |
(OCoLC)1031544297 |
| Canceled/invalid control number |
(OCoLC)1031373906 |
| -- |
(OCoLC)1031908389 |
| -- |
(OCoLC)1031945023 |
| 042 ## - AUTHENTICATION CODE |
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| Authentication code |
pcc |
| 050 10 - LIBRARY OF CONGRESS CALL NUMBER |
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| Classification number |
LB1028 |
| 072 #7 - SUBJECT CATEGORY CODE |
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| Subject category code |
MAT |
| Subject category code subdivision |
003000 |
| Source |
bisacsh |
| 072 #7 - SUBJECT CATEGORY CODE |
|---|
| Subject category code |
MAT |
| Subject category code subdivision |
029000 |
| Source |
bisacsh |
| 082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER |
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| Classification number |
370.72 |
| Edition number |
23 |
| 049 ## - LOCAL HOLDINGS (OCLC) |
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| Holding library |
MAIN |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Ma, Xin, |
| Dates associated with a name |
1963- |
| Relator term |
author. |
| 9 (RLIN) |
881650 |
| 245 10 - TITLE STATEMENT |
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| Title |
Using classification and regression trees : |
| Remainder of title |
a practical primer / |
| Statement of responsibility, etc. |
Xin Ma, University of Kentucky. |
| 263 ## - PROJECTED PUBLICATION DATE |
|---|
| Projected publication date |
1807 |
| 264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE |
|---|
| Place of production, publication, distribution, manufacture |
Charlotte, N.C. : |
| Name of producer, publisher, distributor, manufacturer |
Information Age Publishing Inc., |
| Date of production, publication, distribution, manufacture, or copyright notice |
[2018] |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
1 online resource. |
| 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 |
n |
| Source |
rdamedia |
| 338 ## - CARRIER TYPE |
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| Carrier type term |
online resource |
| Carrier type code |
nc |
| Source |
rdacarrier |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE |
|---|
| Bibliography, etc |
Includes bibliographical references. |
| 505 0# - FORMATTED CONTENTS NOTE |
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| Formatted contents note |
Preface -- Introduction -- Scientific reasoning in the computer age -- Making the case for inductive or data-driven research -- Putting the case in a practical perspective -- Demonstration of CART as an exploratory technique -- Advantages of art -- Notes -- Statistical principles of CART -- Important functions of cart -- Statistical concepts of CART -- Statistical procedures of CART -- Growing the CART tree -- Stopping the cart tree -- Pruning the cart tree -- Notes -- Basic techniques of care -- Statistical techniques of classification trees -- Using costs and priors -- Statistical techniques of regression trees -- Using cost complexity -- Contents -- Using r-squared -- Using surrogates -- Notes -- Issues in cart -- Analysis -- CART versus traditional statistical techniques -- Formulating research questions -- Determining important variables -- Revealing unique variables -- Examining terminal nodes -- Handling missing data -- Determining node size -- Assessing cart performance -- Notes -- Applications of cart -- Operation of CART software programs -- Application 1: Growth in mathematics achievement during middle and high school -- Application 2: Dropping out of advanced mathematics in middle and high school -- Application 3: Science coursework among tenth graders in high school -- Notes -- Advanced techniques of cart -- Extending analytical power of cart -- Concept of hybrid statistical models -- Longitudinal cart analysis -- Multivariate cart analysis -- Multilevel cart analysis -- Cart procedure for meta-analysis -- Concluding statement -- Notes -- References -- A functionally equivalent binary tree -- B common cart software programs -- C spss decision tree syntax -- SPSS decision tree output -- E SPSS decision tree syntax using costs and profits -- F SPSS decision tree syntax using priors -- G SPSS decision tree syntax for drinking and smoking data -- H SPSS decision tree syntax for mental health -- And physical health data -- I SPSS decision tree syntax for cart produce for meta-analysis -- About the author. |
| 588 ## - SOURCE OF DESCRIPTION NOTE |
|---|
| Source of description note |
Description based on print version record and CIP data provided by publisher; resource not viewed. |
| 590 ## - LOCAL NOTE (RLIN) |
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| Local note |
Master record variable field(s) change: 050, 082, 650 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Education |
| General subdivision |
Research |
| -- |
Statistical methods. |
| 9 (RLIN) |
650307 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Discriminant analysis. |
| 9 (RLIN) |
157747 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Regression analysis. |
| 9 (RLIN) |
3081 |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
MATHEMATICS |
| General subdivision |
Applied. |
| Source of heading or term |
bisacsh |
| 9 (RLIN) |
14204 |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
MATHEMATICS |
| General subdivision |
Probability & Statistics |
| -- |
General. |
| Source of heading or term |
bisacsh |
| 9 (RLIN) |
14298 |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Regression analysis. |
| Source of heading or term |
fast |
| Authority record control number |
(OCoLC)fst01432090 |
| 9 (RLIN) |
3081 |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Trees (Graph theory) |
| Source of heading or term |
fast |
| Authority record control number |
(OCoLC)fst01156136 |
| 9 (RLIN) |
3338 |
| 655 #4 - INDEX TERM--GENRE/FORM |
|---|
| Genre/form data or focus term |
Electronic books. |
| 9 (RLIN) |
396 |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY |
|---|
| Relationship information |
Print version: |
| Main entry heading |
Ma, Xin, 1963- author. |
| Title |
Using classification and regression trees |
| Place, publisher, and date of publication |
Charlotte, N.C. : Information Age Publishing Inc., [2018] |
| International Standard Book Number |
9781641132374 |
| Record control number |
(DLC) 2018010345 |
| 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=1733305">https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=1733305</a> |
| 938 ## - |
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| -- |
YBP Library Services |
| -- |
YANK |
| -- |
15273819 |
| 938 ## - |
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| -- |
EBSCOhost |
| -- |
EBSC |
| -- |
1733305 |
| 938 ## - |
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EBL - Ebook Library |
| -- |
EBLB |
| -- |
EBL5345863 |
| 994 ## - |
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| -- |
92 |
| -- |
N$T |