| 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 |
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.