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Dynamic autoregressive liquidity (DArLiQ)
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 …
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 …
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
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 …
is suitable for capturing the pricing of coupon-paying government bonds followed over many …
Indirect inference for locally stationary models
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 …
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 …
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
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 …
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 …
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 …
수익률의 변동성을 분석하였다. 반모수 단일지표 모형은 변동성의 단기적 변동을 설명하는 …