Advanced Statistics For Health Research (Record no. 10021)

MARC details
000 -LEADER
fixed length control field 01403nam a2200229 i 4500
001 - CONTROL NUMBER
control field 9789811262302
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20250414083508.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 240416t2023 xxu e 001 0 eng
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9789811262302
037 ## - SOURCE OF ACQUISITION
Source of stock number/acquisition World Scientific Publishing
Terms of availability USD 148.00
037 ## - SOURCE OF ACQUISITION
Form of issue BB
041 ## - LANGUAGE CODE
Language code of text/sound track or separate title eng
072 #7 - SUBJECT CATEGORY CODE
Subject category code MED090000
Source bisacsh
100 1# - MAIN ENTRY--PERSONAL NAME
Relationship A01
Personal name Butler, Richard J
245 10 - TITLE STATEMENT
Title Advanced Statistics For Health Research
260 2# - PUBLICATION, DISTRIBUTION, ETC.
Name of publisher, distributor, etc. World Scientific
Date of publication, distribution, etc. 2023
520 ## - SUMMARY, ETC.
Expansion of summary note Advanced Statistics for Health Research provides a rigorous geometric understanding of models used in the analysis of health data, including linear and non-linear regression models, and supervised machine learning models. Models drawn from the health literature include: ordinary least squares, two-stage least squares, probits, logits, Cox regressions, duration modeling, quantile regression and random forest regression. Causal inference techniques from the health literature are presented including randomization, matching and propensity score matching, differences-in-differences, instrumental variables, regression discontinuity, and fixed effects analysis. Codes for the respective statistical techniques presented are given for STATA, SAS and R.
521 ## - TARGET AUDIENCE NOTE
Target audience note Professional and scholarly
540 ## - TERMS GOVERNING USE AND REPRODUCTION NOTE
Terms governing use and reproduction For sale with non-exclusive rights
Jurisdiction WORLD
700 1# - ADDED ENTRY--PERSONAL NAME
Relationship A01
Personal name Butler, Matthew J
700 1# - ADDED ENTRY--PERSONAL NAME
Relationship A01
Personal name Wilson, Barbara L
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Damaged status Not for loan Home library Current library Date acquired Total checkouts Barcode Date last seen Price effective from Koha item type
    Dewey Decimal Classification     Centerville Centerville 16/04/2025   1000000254 16/04/2025 16/04/2025 Books
    Dewey Decimal Classification     Centerville Centerville 16/04/2025   1000000255 16/04/2025 16/04/2025 Books
    Dewey Decimal Classification     Centerville Centerville 16/04/2025   1000000256 16/04/2025 16/04/2025 Books