Kursprognose mittels nichtlinearer Regression (MLP) vs. linearer Regression (OLS) am Beispiel der wöchentlichen Rendite des Dow Jones EURO STOXX 50
Imported Edition - Ships in 18-21 Days
Free Shipping in India on orders above Rs. 500
Imported Edition - Ships in 18-21 Days
Free Shipping in India on orders above Rs. 500
Inhaltsangabe: Zusammenfassung: Die vorliegende Arbeit soll einerseits einen kurzen Überblick über Konzepte der quantitativ orientierten Finanzanalyse geben, andererseits im Speziellen die Möglichkeiten der nichtlinearen Regression zur Kursprognose im Vergleich zur linearen Regression behandeln. Quantitative Verfahren zur Vorhersage von Aktienkursen, Wechselkursen oder anderer Kapitalmarktgrö en haben in den letzten Jahren vor allem vor dem Hintergrund fallender Kurse an den internationalen Kapitalmärkten und dem abnehmenden Vertrauen der Anleger in Analystenmeinungen an Bedeutung gewonnen. Nachdem in den Jahren des Internethypes in blindem Vertrauen auf die euphorischen Einschätzungen der gro en Investmenthäuser in die Firmen der New Economy investiert wurde, folgten mit dem Platzen der Spekulationsblase für einen Gro teil der Kleinanleger, aber auch für institutionelle Investoren massive Vermögensverluste. Als Folge dessen wurde der Ruf nach quantitativen Verfahren der Finanzanalyse, mit denen sich unabhängig von subjektiven Einschätzungen zukünftige Kursentwicklungen prognostizieren lassen, wieder laut. Im Folgenden soll gezeigt werden, welche Verfahren der quantitativen Finanzanalyse zur Verfügung stehen und welchen Beitrag zur Kursprognose die nichtlineare Regression bzw. die lineare Regression, beide in der Praxis verwendete Vertreter quantitativer Analyseverfahren, leisten können. Schwerpunktmä ig wird in dieser Arbeit Erstere behandelt, da das bisher in der Finanzanalyse dominierende und am häufigsten eingesetzte Verfahren, nämlich die lineare Regression, meist wenig zufriedenstellende Ergebnisse geliefert hat und folglich die Vermutung nahe legt, dass bei der Kursprognose die Aufdeckung nichtlinearer Zusammenhänge von gro er Bedeutung ist. Ein neuerer Ansatz" zur Modellierung nichtlinearer Abhängigkeiten stellt in diesem Zusammenhang die Anwendung Künstlicher Neuronaler Netze dar, wobei in der vorliegenden Arbeit die Perceptrons, eine Familie der Neu
• Author(s): Clear | James • Publisher: Penguin • Publisher Imprint: Penguin Random House • Subject: General Books
• Author(s): Jeff Kinney • Publisher: Penguin Random House Children's UK • Publisher Imprint: Penguin Random House Children's UK • BISAC: Comics & Graphic Novels - Humorous
• Author(s): Ichiro Kishimi • Publisher: GROVE ATLANTIC • Publisher Imprint: Allen & Unwin • BISAC: Personal Growth - SuccessIchiro Kishimi lives in Kyoto. He writes, lectures and teaches in psychiatric clinics as a certified counsellor and c...
View full details• Author(s): Chetan Bhagat • Publisher: HarperCollins Publishers India • Publisher Imprint: HarperCollins Publishers India • BISAC: GeneralFrom India's top-selling writer Chetan Bhagat comes a powerful new love story that will make you laugh, cry...
View full details• Author(s): Brianna Wiest • Publisher: Manjul Publishing • Publisher Imprint: Amaryllis • BISAC: Body Mind And SpiritThis is a book about self-sabotage. Why we do it, when we do it, and how to stop doing it—for good. Coexisting but conflicting n...
View full details• Author(s): Morgan Housel • Publisher: Pan Macmillan • Publisher Imprint: Pan Macmillan • BISAC: Finance - Wealth ManagementA third book from the International bestselling author of The Psychology of Money and Same as Ever, lessons on harnessing...
View full details• Author(s): Arundhati Roy• Publisher: PRH INDIA LOCAL PRINT• Publisher Imprint: Penguin Hamish Hamilton• BISAC: Literary FiguresArundhati Roy’s first work of memoir, this is a soaring account, both intimate and inspiring, of how the author became...
View full details• Author(s): Acharya Prashant • Publisher: HarperCollins Publishers India • Publisher Imprint: HarperCollins Publishers India • BISAC: GeneralIn a world where vagueness is mistaken for depth and obscurity passes for wisdom, Truth without Apology ...
View full details• Author(s): Sudha Murthy • Publisher: India Puffin • Publisher Imprint: India Puffin • BISAC: Short StoriesWho can resist a good story, especially when it's being told by Grandma? From her bag emerges tales of kings and cheats, monkeys and mic...
View full details• Author(s): Satoshi Yagisawa • Publisher: Bonnier Books Ltd • Publisher Imprint: Bonnier Books Ltd
• Author(s): Newport, Cal • Publisher: Little, Brown Book Group • Publisher Imprint: Piatkus
• Author(s): Shrijeet Shandilya • Publisher: Ebury Press • Publisher Imprint: Ebury Press • BISAC: Romance - GeneralIn the electric haze of college life, three friends are bound by laughter, late-night talks and unspoken promises. But when two of...
View full details• Author(s): Dan Brown • Publisher: Transworld Publishers Ltd • Publisher Imprint: Transworld Publishers Ltd • BISAC: Thrillers - EspionageDan Brown is the bestselling author of Digital Fortress, Deception Point, Angels and Demons, The Da Vinci C...
View full details• Author(s): Sudha Murty • Publisher: India Puffin • Publisher Imprint: India Puffin • BISAC: Action & Adventure - General
Rich Dad Poor Dad: What the Rich Teach Their Kids about Money That the Poor and Middle Class Do Not!
• Publisher: Penguin • Publisher Imprint: Penguin Random House • Subject: General Books • BISAC: Personal Finance - GeneralApril of 2022 marks a 25-year milestone for the personal finance classic Rich Dad Poor Dad that still ranks as the #1 Pers...
View full details• Author(s): Dale Carnegie | Napoleon Hill • Publisher: Fingerprint • Publisher Imprint: Fingerprint • Subject: General Books
• Author(s): Freida Mcfadden • Publisher: Penguin Select Print • Publisher Imprint: Penguin Select Publishing"Multi-Million Copy Bestselling Series •Now Being Made Into a Major Motion Picture Starring Sydney Sweeney and Amanda Seyfried #1 New Yor...
View full details• Author(s): Wonder House Books • Publisher: Wonder House Books • Publisher Imprint: Wonder House Books • BISAC: Comics & Graphic Novels - Fairy Tales, Folklore, Legends & MTimeless Wisdom, Talking Animals & Life Lessons for Young Min...
View full details• Author(s): Viktor E. Frankl • Publisher: Random House • Publisher Imprint: Random Hou • Subject: Medical, Nursing and Health Sciences
• Author(s): Madhavi Bharadwaj • Publisher: PRH India • Publisher Imprint: Penguin Ebury Press • BISAC: Parenting - MotherhoodWelcome to the wild, messy, wonderful world of parenting--where the nights are long, the diapers are explosive, and unso...
View full details• Author(s): Vir Das • Publisher: HarperCollins Publishers India • Publisher Imprint: HarperCollins Publishers India • BISAC: Entertainment & Performing ArtsComedian and actor Vir Das is beloved (by some, tolerated by others, blocked by a few...
View full details• Author(s): Eric Carle • Publisher: Penguin Books, Limited (UK) • Publisher Imprint: Penguin Books, Limited (UK) • BISAC: Animals - Butterflies, Moths & CaterpillarsEric Carle's The Very Hungry Caterpillar is a perennial favourite with child...
View full details• Author(s): Prajakta Koli • Publisher: Harper Fiction India • Publisher Imprint: Harper Fiction India • BISAC: Romance - ContemporaryWinner of the Amazon India Popular Choice Debut Book 2025 Award. From one of India's most-loved creators comes s...
View full details