Studies in Systems, Decision and Control- Machine Learning for Econometrics and Related Topics
Afbeeldingen
Sla de afbeeldingen overArtikel vergelijken
- Engels
- Hardcover
- 9783031436000
- 07 juli 2024
- 499 pagina's
Samenvatting
In the last decades, machine learning techniques – especially techniques of deep learning – led to numerous successes in many application areas, including economics.
In the last decades, machine learning techniques – especially techniques of deep learning – led to numerous successes in many application areas, including economics. The use of machine learning in economics is the main focus of this book; however, the book also describes the use of more traditional econometric techniques. Applications include practically all major sectors of economics: agriculture, health (including the impact of Covid-19), manufacturing, trade, transportation, etc. Several papers analyze the effect of age, education, and gender on economy – and, more generally, issues of fairness and discrimination.
We hope that this volume will:
help practitioners to become better knowledgeable of the state-of-the-art econometric techniques, especially techniques of machine learning, and help researchers to further develop these important research directions. We want to thank all the authors for their contributions and all anonymous referees for their thorough analysis and helpful comments.In the last decades, machine learning techniques – especially techniques of deep learning – led to numerous successes in many application areas, including economics. The use of machine learning in economics is the main focus of this book; however, the book also describes the use of more traditional econometric techniques. Applications include practically all major sectors of economics: agriculture, health (including the impact of Covid-19), manufacturing, trade, transportation, etc. Several papers analyze the effect of age, education, and gender on economy – and, more generally, issues of fairness and discrimination.
We hope that this volume will:
help practitioners to become better knowledgeable of the state-of-the-art econometric techniques, especially techniques of machine learning, and help researchers to further develop these important research directions. We want to thank all the authors for their contributions and all anonymous referees for their thorough analysis and helpful comments.Productspecificaties
Inhoud
- Taal
- en
- Bindwijze
- Hardcover
- Oorspronkelijke releasedatum
- 07 juli 2024
- Aantal pagina's
- 499
Betrokkenen
- Hoofdredacteur
- Vladik Kreinovich
- Hoofduitgeverij
- Springer International Publishing Ag
Overige kenmerken
- Product breedte
- 155 mm
- Product lengte
- 235 mm
- Verpakking breedte
- 155 mm
- Verpakking lengte
- 235 mm
EAN
- EAN
- 9783031436000
Je vindt dit artikel in
- Categorieën
- Boek, ebook of luisterboek?
- Boek
- Taal
- Engels
- Beschikbaarheid
- Te reserveren
- Studieboek of algemeen
- Studieboeken
Kies gewenste uitvoering
Prijsinformatie en bestellen
De prijs van dit product is 268 euro en 99 cent.- Prijs inclusief verzendkosten, verstuurd door bol
- Ophalen bij een bol afhaalpunt mogelijk
- 30 dagen bedenktijd en gratis retourneren
- Dag en nacht klantenservice
Rapporteer dit artikel
Je wilt melding doen van illegale inhoud over dit artikel:
- Ik wil melding doen als klant
- Ik wil melding doen als autoriteit of trusted flagger
- Ik wil melding doen als partner
- Ik wil melding doen als merkhouder
Geen klant, autoriteit, trusted flagger, merkhouder of partner? Gebruik dan onderstaande link om melding te doen.