Dynamic autoregressive liquidity (DArLiQ)

CM Hafner, OB Linton, L Wang - Journal of Business & Economic …, 2024 - Taylor & Francis
We introduce a new class of semiparametric dynamic autoregressive models for the Amihud
illiquidity measure, which captures both the long-run trend in the illiquidity series with a …

A new GARCH model with a deterministic time-varying intercept

N Ahlgren, A Back, T Teräsvirta - arxiv preprint arxiv:2410.03239, 2024 - arxiv.org
It is common for long financial time series to exhibit gradual change in the unconditional
volatility. We propose a new model that captures this type of nonstationarity in a …

Estimation of a nonparametric model for bond prices from cross-section and time series information

B Koo, D La Vecchia, O Linton - Journal of Econometrics, 2021 - Elsevier
We develop a novel estimation methodology for an additive nonparametric panel model that
is suitable for capturing the pricing of coupon-paying government bonds followed over many …

Indirect inference for locally stationary models

DT Frazier, B Koo - Journal of Econometrics, 2021 - Elsevier
We propose the use of indirect inference estimation to conduct inference in complex locally
stationary models. We develop a local indirect inference algorithm and establish the …

[PDF][PDF] Robust Estimation and Inference for Time-varying Unconditional Volatility

A Lee, R Sandberg, G Sucarrat - adamjclee.github.io
We derive a unified and general framework for estimation and inference in a large class of
parametric models of time-varying unconditional volatility of financial return, both univariate …

Nonparametric Recovery of the Yield Curve Evolution from Cross-Section and Time Series Information

B Koo, D La Vecchia, O Linton - 2019 - repository.cam.ac.uk
We develop estimation methodology for an additive nonparametric panel model that is
suitable for capturing the pricing of coupon-paying government bonds followed over many …

Deep Learning Based Statistical Models for Business and Financial Data

TN Nguyen - 2021 - ses.library.usyd.edu.au
We investigate a wide range of statistical models commonly used in many business and
financial econometrics applications and propose flexible ways to combine these highly …

경제/금융 변수를 이용한 한국 주식시장의 변동성 분석 및 예측

이승희, 한희준 - 경제학연구, 2016 - kiss.kstudy.com
본 논문에서는 반모수 단일지표 (semiparnmetric single index) 모형을 이용하여 한국 주식시장
수익률의 변동성을 분석하였다. 반모수 단일지표 모형은 변동성의 단기적 변동을 설명하는 …