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Econometrics with machine learning

Econometrics with machine learning

Material type
단행본
Personal Author
Chan, Felix. Mátyás, László.
Title Statement
Econometrics with machine learning / Felix Chan, László Mátyás, editors.
Publication, Distribution, etc
Cham, Switzerland :   Springer Nature,   2022.  
Physical Medium
xxii, 371 p. : ill. (chiefly col.) ; 25 cm.
Series Statement
Advanced studies in theoretical and applied econometrics ;volume 53
ISBN
9783031151484
Subject Added Entry-Topical Term
Econometrics --Data processing. Machine learning.
000 00000nam u2200205 a 4500
001 000046134539
005 20221118171912
008 221118s2022 sz a 000 0 eng d
020 ▼a 9783031151484
040 ▼a 211009 ▼c 211009 ▼d 211009
050 4 ▼a HB139
082 0 4 ▼a 330.01/5195 ▼a 330.028563 ▼2 23
084 ▼a 330.015195 ▼2 DDCK
090 ▼a 330.015195 ▼b E19
245 0 0 ▼a Econometrics with machine learning / ▼c Felix Chan, László Mátyás, editors.
260 ▼a Cham, Switzerland : ▼b Springer Nature, ▼c 2022.
300 ▼a xxii, 371 p. : ▼b ill. (chiefly col.) ; ▼c 25 cm.
490 1 ▼a Advanced studies in theoretical and applied econometrics ; ▼v volume 53
650 0 ▼a Econometrics ▼x Data processing.
650 0 ▼a Machine learning.
700 1 ▼a Chan, Felix.
700 1 ▼a Mátyás, László.
830 0 ▼a Advanced studies in theoretical and applied econometrics ; ▼v v. 53.
945 ▼a ITMT

Holdings Information

No. Location Call Number Accession No. Availability Due Date Make a Reservation Service
No. 1 Location Main Library/Western Books/ Call Number 330.015195 E19 Accession No. 111871547 Availability Available Due Date Make a Reservation Service B M

Contents information

Table of Contents

Linear Econometric Models with Machine Learning.- Nonlinear Econometric Models with Machine Learning.- The Use of Machine Learning in Treatment Effect Estimation.-Forecasting with Machine Learning Methods.-Causal Estimation of Treatment Effects From Observational Health Care Data Using Machine Learning Methods.- Econometrics of Networks with Machine Learning.- Fairness in Machine Learning and Econometrics.- Graphical Models and their Interactions with Machine Learning in the Context of Economics and Finance.- Poverty, Inequality and Development Studies with Machine Learning.- Machine Learning for Asset Pricing.

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