Journal of Time Series Analysis

Papers
(The TQCC of Journal of Time Series Analysis is 2. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2021-12-01 to 2025-12-01.)
ArticleCitations
Issue Information14
13
New associate editors12
High‐Frequency Instruments and Identification‐Robust Inference for Stochastic Volatility Models11
Risk parity portfolio optimization under heavy‐tailed returns and dynamic correlations10
Issue Information8
S&P 500 microstructure noise components: empirical inferences from futures and ETF prices8
8
Editorial Announcement8
A Conditional Tail Expectation Type Risk Measure for Time Series7
Mode Meets Mean: A New Robust Volatility7
Issue Information7
Trend locally stationary wavelet processes6
Asymptotic independence ex machina: Extreme value theory for the diagonal SRE model6
Empirical likelihood for martingale differences5
Recent Developments in Time‐Series Methods for Detecting Bubbles and Crashes: Guest Editors' Introduction5
Additive autoregressive models for matrix valued time series5
Online Detection of Forecast Model Inadequacies Using Forecast Errors5
The Liquidity Uncertainty Premium Puzzle5
Estimation of the Long‐Run Variance of Nonlinear Time Series With an Application to Change Point Analysis4
Tail index estimation for tail adversarial stable time series with an application to high‐dimensional tail clustering4
On buffered moving average models4
Dynamic deconvolution and identification of independent autoregressive sources4
A Note on Local Polynomial Regression for Time Series in Banach Spaces4
Inference for calendar effects in microstructure noise4
4
Rank test of unit‐root hypothesis with AR‐GARCH errors4
Estimating lagged (cross‐)covariance operators of Lpm‐approximable processes in Cartesian product Hilbert spaces4
Stationary Jackknife4
Consistency of averaged impulse response estimators in vector autoregressive models4
Time Series for QFFE: Special Issue of the Journal of Time Series Analysis4
Permutation Testing for Monotone “Trend”3
Multiple change point detection under serial dependence: Wild contrast maximisation and gappy Schwarz algorithm3
3
3
3
Nonparametric Inference of Conditional Expectile Functions in Large‐Scale Time Series Data With Improved Efficiency3
3
Bootstrapping non‐stationary and irregular time series using singular spectral analysis3
Editorial announcement3
Noising the GARCH Volatility: A Random Coefficient GARCH Model3
Statistical analysis of irregularly spaced spatial data in frequency domain3
Non‐causal and non‐invertible ARMA models: Identification, estimation and application in equity portfolios3
Test of change point versus long‐range dependence in functional time series3
Transformed‐Linear Models for Time Series Extremes2
Issue Information2
Extremely Fast Maximum Likelihood Estimation of High‐Order Autoregressive Models2
Tests for Changes in Count Time Series Models With Exogenous Covariates2
Spatiotemporal Heterogeneity Learning: Generalized SpatioTemporal Semi‐Varying Coefficient Models With Structure Identification2
Mean‐preserving rounding integer‐valued ARMA models2
Inference in Coarsened Time Series via Generalized Method of Moments2
Testing of Constant Parameters for Semi‐Parametric Functional Coefficient Models with Integrated Covariates2
Gradual Changes in Functional Time Series2
Inference in functional factor models with applications to yield curves2
Estimation and inference in adaptive learning models with slowly decreasing gains2
2
Editorial Announcement2
2
The Gaussian Central Limit Theorem for a Stationary Time Series With Infinite Variance2
Issue Information2
Wasserstein distance bounds on the normal approximation of empirical autocovariances and cross‐covariances under non‐stationarity and stationarity2
Issue Information2
Portmanteau tests for periodic ARMA models with dependent errors2
Towards Identification of Shocks in Linear State‐Space Models: Application to Stochastic Volatility Model2
Time‐Varying Dispersion Integer‐Valued GARCH Models2
2
Issue Information2
Poisson count time series2
Inverse Autocovariance Estimates2
2
A non‐parametric test for multi‐variate trend functions2
A new heteroskedasticity‐robust test for explosive bubbles2
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