Bond risk premiums with machine learning

D Bianchi, M Büchner, A Tamoni - The Review of Financial …, 2021 - academic.oup.com
We show that machine learning methods, in particular, extreme trees and neural networks
(NNs), provide strong statistical evidence in favor of bond return predictability. NN forecasts …

Bond pricing and the macroeconomy

GR Duffee - Handbook of the Economics of Finance, 2013 - Elsevier
This chapter reviews some of the academic literature that links nominal and real term
structures with the macroeconomy. The main conclusion is that none of our models is …

[图书][B] Introduction to risk parity and budgeting

T Roncalli - 2013 - books.google.com
Although portfolio management didn't change much during the 40 years after the seminal
works of Markowitz and Sharpe, the development of risk budgeting techniques marked an …

[PDF][PDF] Mathematical Models of Financial Derivatives

YK Kwok - 2008 - dspace.kottakkalfarookcollege.edu …
In the past three decades, we have witnessed the phenomenal growth in the trading of
financial derivatives and structured products in the financial markets around the globe and …

The affine arbitrage-free class of Nelson–Siegel term structure models

JHE Christensen, FX Diebold, GD Rudebusch - Journal of Econometrics, 2011 - Elsevier
We derive the class of affine arbitrage-free dynamic term structure models that approximate
the widely used Nelson–Siegel yield curve specification. These arbitrage-free Nelson …

[图书][B] Term-structure models: A graduate course

D Filipovic - 2009 - books.google.com
Changing interest rates constitute one of the major risk sources for banks, insurance
companies, and other financial institutions. Modeling the term-structure movements of …

[图书][B] Handbook of economic forecasting

G Elliott, A Timmermann - 2013 - books.google.com
The highly prized ability to make financial plans with some certainty about the future comes
from the core fields of economics. In recent years the availability of more data, analytical …

A consumption-based model of the term structure of interest rates

JA Wachter - Journal of Financial economics, 2006 - Elsevier
This paper proposes a consumption-based model that accounts for many features of the
nominal term structure of interest rates. The driving force behind the model is a time-varying …

The risk premia embedded in index options

TG Andersen, N Fusari, V Todorov - Journal of Financial Economics, 2015 - Elsevier
We study the dynamic relation between market risks and risk premia using time series of
index option surfaces. We find that priced left tail risk cannot be spanned by market volatility …

The statistical and economic role of jumps in continuous‐time interest rate models

M Johannes - The Journal of Finance, 2004 - Wiley Online Library
This paper analyzes the role of jumps in continuous‐time short rate models. I first develop a
test to detect jump‐induced misspecification and, using Treasury bill rates, find evidence for …