TY - BOOK AU - Lopez de Prado,Marcos Mailoc TI - Machine learning for asset managers T2 - Cambridge Elements : Quantitative finance SN - 9781108792899 (paperback) AV - HG1615.25 .L67 2020 PY - 2020/// CY - Cambridge, United Kingdom PB - Cambridge University Press KW - Asset-liability management KW - Data processing KW - Machine learning KW - Finanzwissenschaft KW - gnd KW - Maschinelles Lernen N1 - Includes bibliographical references; Introduction --; Denoising and detoning --; Distance metrics --; Optimal clustering --; Financial labels --; Feature importance analysis --; Portfolio construction --; Testing set overfitting ER -