@article{econhot_econhot-reading-61,
  title = {Regression Shrinkage and Selection Via the Lasso},
  author = {Robert Tibshirani},
  journal = {Journal of the Royal Statistical Society Series B: Statistical Methodology},
  year = {1996},
  volume = {58},
  number = {1},
  pages = {267-288},
  doi = {10.1111/j.2517-6161.1996.tb02080.x},
  url = {https://doi.org/10.1111/j.2517-6161.1996.tb02080.x}
}

@article{econhot_econhot-cited-c0ff713625f3ef0b,
  title = {Investigating Causal Relations by Econometric Models and Cross-spectral Methods},
  author = {Clive W. J. Granger},
  journal = {Econometrica},
  year = {1969},
  volume = {37},
  number = {3},
  pages = {424},
  doi = {10.2307/1912791},
  url = {https://doi.org/10.2307/1912791}
}

@article{econhot_econhot-cited-7cde629632c85ad9,
  title = {Distribution of the Estimators for Autoregressive Time Series with a Unit Root},
  author = {David Alan Dickey and Wayne Arthur Fuller},
  journal = {Journal of the American Statistical Association},
  year = {1979},
  volume = {74},
  number = {366a},
  pages = {427-431},
  doi = {10.1080/01621459.1979.10482531},
  url = {https://doi.org/10.1080/01621459.1979.10482531}
}

@article{econhot_econhot-cited-091c878406b1ab86,
  title = {Testing for unit roots in heterogeneous panels},
  author = {Kyung So Im and M. Hashem Pesaran and Yongcheol Shin},
  journal = {Journal of Econometrics},
  year = {2003},
  volume = {115},
  number = {1},
  pages = {53-74},
  doi = {10.1016/s0304-4076(03)00092-7},
  url = {https://doi.org/10.1016/s0304-4076(03)00092-7}
}

@article{econhot_econhot-cited-d854521f67a340a3,
  title = {Unit root tests in panel data: asymptotic and finite-sample properties},
  author = {Andrew Levin and Chien‐Fu Lin and Chia-Shang James Chu},
  journal = {Journal of Econometrics},
  year = {2002},
  volume = {108},
  number = {1},
  pages = {1-24},
  doi = {10.1016/s0304-4076(01)00098-7},
  url = {https://doi.org/10.1016/s0304-4076(01)00098-7}
}

@article{econhot_econhot-cited-ac52faf2d7e79a8c,
  title = {A simple panel unit root test in the presence of cross‐section dependence},
  author = {M. Hashem Pesaran},
  journal = {Journal of Applied Econometrics},
  year = {2007},
  volume = {22},
  number = {2},
  pages = {265-312},
  doi = {10.1002/jae.951},
  url = {https://doi.org/10.1002/jae.951}
}

@article{econhot_econhot-cited-06d2ea0e2903a2d9,
  title = {A Comparative Study of Unit Root Tests with Panel Data and a New Simple Test},
  author = {Gangadharrao S. Maddala and Shaowen Wu},
  journal = {Oxford Bulletin of Economics and Statistics},
  year = {1999},
  volume = {61},
  number = {S1},
  pages = {631-652},
  doi = {10.1111/1468-0084.0610s1631},
  url = {https://doi.org/10.1111/1468-0084.0610s1631}
}

@article{econhot_econhot-cited-78445486f44f941a,
  title = {PANEL COINTEGRATION: ASYMPTOTIC AND FINITE SAMPLE PROPERTIES OF POOLED TIME SERIES TESTS WITH AN APPLICATION TO THE PPP HYPOTHESIS},
  author = {Peter L. Pedroni},
  journal = {Econometric Theory},
  year = {2004},
  volume = {20},
  number = {03},
  doi = {10.1017/s0266466604203073},
  url = {https://doi.org/10.1017/s0266466604203073}
}

@article{econhot_econhot-cited-17220e127d13190c,
  title = {Testing for Error Correction in Panel Data*},
  author = {Joakim Westerlund},
  journal = {Oxford Bulletin of Economics and Statistics},
  year = {2007},
  volume = {69},
  number = {6},
  pages = {709-748},
  doi = {10.1111/j.1468-0084.2007.00477.x},
  url = {https://doi.org/10.1111/j.1468-0084.2007.00477.x}
}

@article{econhot_econhot-cited-133d9b3371976a32,
  title = {Testing for Granger non-causality in heterogeneous panels},
  author = {Elena-Ivona Dumitrescu and Christophe Hurlin},
  journal = {Economic Modelling},
  year = {2012},
  volume = {29},
  number = {4},
  pages = {1450-1460},
  doi = {10.1016/j.econmod.2012.02.014},
  url = {https://doi.org/10.1016/j.econmod.2012.02.014}
}

@article{econhot_econhot-cited-f7b3a85dbb269b7d,
  title = {Better to give than to receive: Predictive directional measurement of volatility spillovers},
  author = {Francis X. Diebold and Kamil Yılmaz},
  journal = {International Journal of Forecasting},
  year = {2011},
  volume = {28},
  number = {1},
  pages = {57-66},
  doi = {10.1016/j.ijforecast.2011.02.006},
  url = {https://doi.org/10.1016/j.ijforecast.2011.02.006}
}

@article{econhot_econhot-cited-8c7773d6f6aa80af,
  title = {Spurious regression and residual-based tests for cointegration in panel data},
  author = {Chihwa D. Kao},
  journal = {Journal of Econometrics},
  year = {1999},
  volume = {90},
  number = {1},
  pages = {1-44},
  doi = {10.1016/s0304-4076(98)00023-2},
  url = {https://doi.org/10.1016/s0304-4076(98)00023-2}
}

@article{econhot_econhot-cited-523ddd051659bb34,
  title = {Threshold effects in non-dynamic panels: Estimation, testing, and inference},
  author = {Bruce E. Hansen},
  journal = {Journal of Econometrics},
  year = {1999},
  volume = {93},
  number = {2},
  pages = {345-368},
  doi = {10.1016/s0304-4076(99)00025-1},
  url = {https://doi.org/10.1016/s0304-4076(99)00025-1}
}

@article{econhot_econhot-cited-bd6061746335781e,
  title = {Critical Values for Cointegration Tests in Heterogeneous Panels with Multiple Regressors},
  author = {Peter L. Pedroni},
  journal = {Oxford Bulletin of Economics and Statistics},
  year = {1999},
  volume = {61},
  number = {s1},
  pages = {653-670},
  doi = {10.1111/1468-0084.61.s1.14},
  url = {https://doi.org/10.1111/1468-0084.61.s1.14}
}

@article{econhot_econhot-cited-b5f22ea2700bc853,
  title = {Estimating Vector Autoregressions with Panel Data},
  author = {Douglas Holtz‐Eakin and Whitney K. Newey and Harvey S. Rosen},
  journal = {Econometrica},
  year = {1988},
  volume = {56},
  number = {6},
  pages = {1371},
  doi = {10.2307/1913103},
  url = {https://doi.org/10.2307/1913103}
}

@article{econhot_econhot-cited-cd4793cbadb238ff,
  title = {Forecasting with artificial neural networks:},
  author = {Guoqiang Zhang and B. Eddy Patuwo and Michael Y. Hu},
  journal = {International Journal of Forecasting},
  year = {1998},
  volume = {14},
  number = {1},
  pages = {35-62},
  doi = {10.1016/s0169-2070(97)00044-7},
  url = {https://doi.org/10.1016/s0169-2070(97)00044-7}
}

@article{econhot_econhot-cited-ef136ea217fa9702,
  title = {Unit root tests for panel data},
  author = {In Ae Choi},
  journal = {Journal of International Money and Finance},
  year = {2001},
  volume = {20},
  number = {2},
  pages = {249-272},
  doi = {10.1016/s0261-5606(00)00048-6},
  url = {https://doi.org/10.1016/s0261-5606(00)00048-6}
}

@article{econhot_econhot-cited-b8a08a9c15df3423,
  title = {Testing for stationarity in heterogeneous panel data},
  author = {Kaddour Hadri},
  journal = {Econometrics Journal},
  year = {2000},
  volume = {3},
  number = {2},
  pages = {148-161},
  doi = {10.1111/1368-423x.00043},
  url = {https://doi.org/10.1111/1368-423x.00043}
}

@article{econhot_econhot-cited-075b7e050b588bdb,
  title = {DeepAR: Probabilistic forecasting with autoregressive recurrent networks},
  author = {David Salinas and Valentín Flunkert and Jan Gasthaus and Tim Januschowski},
  journal = {International Journal of Forecasting},
  year = {2019},
  volume = {36},
  number = {3},
  pages = {1181-1191},
  doi = {10.1016/j.ijforecast.2019.07.001},
  url = {https://doi.org/10.1016/j.ijforecast.2019.07.001}
}

@article{econhot_econhot-cited-67d15226c66d510e,
  title = {A Conditionally Heteroskedastic Time Series Model for Speculative Prices and Rates of Return},
  author = {Tim Bollerslev},
  journal = {The Review of Economics and Statistics},
  year = {1987},
  volume = {69},
  number = {3},
  pages = {542},
  doi = {10.2307/1925546},
  url = {https://doi.org/10.2307/1925546}
}

@article{econhot_econhot-cited-79a729e4bbfe40fb,
  title = {A Note with Quantiles of the Asymptotic Distribution of the Maximum Likelihood Cointegration Rank Test Statistics1},
  author = {Michael Osterwald‐Lenum},
  journal = {Oxford Bulletin of Economics and Statistics},
  year = {1992},
  volume = {54},
  number = {3},
  pages = {461-472},
  doi = {10.1111/j.1468-0084.1992.tb00013.x},
  url = {https://doi.org/10.1111/j.1468-0084.1992.tb00013.x}
}

@article{econhot_econhot-cited-cb9bda8255a7a4a5,
  title = {Instrumental Variables and the Search for Identification: From Supply and Demand to Natural Experiments},
  author = {Joshua D. Angrist and Alan B Krueger},
  journal = {The Journal of Economic Perspectives},
  year = {2001},
  volume = {15},
  number = {4},
  pages = {69-85},
  doi = {10.1257/jep.15.4.69},
  url = {https://doi.org/10.1257/jep.15.4.69}
}

@article{econhot_econhot-cited-40e466e8e97b3674,
  title = {Distribution of Residual Autocorrelations in Autoregressive-Integrated Moving Average Time Series Models},
  author = {George E. P. Box and David A. Pierce},
  journal = {Journal of the American Statistical Association},
  year = {1970},
  volume = {65},
  number = {332},
  pages = {1509},
  doi = {10.2307/2284333},
  url = {https://doi.org/10.2307/2284333}
}

@article{econhot_econhot-cited-1e90b7c5fb27f9c4,
  title = {Purchasing Power Parity Tests in Cointegrated Panels},
  author = {Peter L. Pedroni},
  journal = {The Review of Economics and Statistics},
  year = {2001},
  volume = {83},
  number = {4},
  pages = {727-731},
  doi = {10.1162/003465301753237803},
  url = {https://doi.org/10.1162/003465301753237803}
}

@article{econhot_econhot-cited-f1f95e5ec73f1555,
  title = {Prediction of firm-level technical efficiencies with a generalized frontier production function and panel data},
  author = {George E. Battese and Tim Coelli},
  journal = {Journal of Econometrics},
  year = {1988},
  volume = {38},
  number = {3},
  pages = {387-399},
  doi = {10.1016/0304-4076(88)90053-x},
  url = {https://doi.org/10.1016/0304-4076(88)90053-x}
}

@article{econhot_econhot-cited-553fe22e5ead4a6b,
  title = {A Generalized Spatial Two-Stage Least Squares Procedure for Estimating a Spatial Autoregressive Model with Autoregressive Disturbances},
  author = {Harry H. Kelejian and Ingmar R. Prucha},
  journal = {The Journal of Real Estate Finance and Economics},
  year = {1998},
  volume = {17},
  number = {1},
  pages = {99-121},
  doi = {10.1023/a:1007707430416},
  url = {https://doi.org/10.1023/a:1007707430416}
}

@article{econhot_econhot-cited-aaf9c72812e7883a,
  title = {A Generalized Moments Estimator for the Autoregressive Parameter in a Spatial Model},
  author = {Harry H. Kelejian and Ingmar R. Prucha},
  journal = {International Economic Review},
  year = {1999},
  volume = {40},
  number = {2},
  pages = {509-533},
  doi = {10.1111/1468-2354.00027},
  url = {https://doi.org/10.1111/1468-2354.00027}
}

@article{econhot_econhot-cited-85ab23ccf0d0b4f8,
  title = {Unit Root Tests in ARMA Models with Data-Dependent Methods for the Selection of the Truncation Lag},
  author = {Serena Ng and Pierre Perrón},
  journal = {Journal of the American Statistical Association},
  year = {1995},
  volume = {90},
  number = {429},
  pages = {268-281},
  doi = {10.1080/01621459.1995.10476510},
  url = {https://doi.org/10.1080/01621459.1995.10476510}
}

@article{econhot_econhot-cited-972eb7db5632b453,
  title = {Inference for unit roots in dynamic panels where the time dimension is fixed},
  author = {Richard D. F. Harris and Elias Tzavalis},
  journal = {Journal of Econometrics},
  year = {1999},
  volume = {91},
  number = {2},
  pages = {201-226},
  doi = {10.1016/s0304-4076(98)00076-1},
  url = {https://doi.org/10.1016/s0304-4076(98)00076-1}
}

@article{econhot_econhot-cited-34d5fe8370a69c03,
  title = {Panel data from time series of cross-sections},
  author = {Angus Deaton},
  journal = {Journal of Econometrics},
  year = {1985},
  volume = {30},
  number = {1-2},
  pages = {109-126},
  doi = {10.1016/0304-4076(85)90134-4},
  url = {https://doi.org/10.1016/0304-4076(85)90134-4}
}

@article{econhot_econhot-cited-4b4ae782e9dc5ab2,
  title = {Linear Regression Limit Theory for Nonstationary Panel Data},
  author = {Peter C.B. Phillips and Hyungsik Roger Moon},
  journal = {Econometrica},
  year = {1999},
  volume = {67},
  number = {5},
  pages = {1057-1111},
  doi = {10.1111/1468-0262.00070},
  url = {https://doi.org/10.1111/1468-0262.00070}
}

@article{econhot_econhot-cited-3a377ec6c2999a7a,
  title = {Recurrent Neural Networks for Time Series Forecasting: Current status and future directions},
  author = {Hansika Hewamalage and Christoph Bergmeir and Kasun Bandara},
  journal = {International Journal of Forecasting},
  year = {2020},
  volume = {37},
  number = {1},
  pages = {388-427},
  doi = {10.1016/j.ijforecast.2020.06.008},
  url = {https://doi.org/10.1016/j.ijforecast.2020.06.008}
}

@article{econhot_econhot-cited-d183877025863182,
  title = {Consistency and Limiting Distribution of the Least Squares Estimator of a Threshold Autoregressive Model},
  author = {Kung‐Sik Chan},
  journal = {The Annals of Statistics},
  year = {1993},
  volume = {21},
  number = {1},
  doi = {10.1214/aos/1176349040},
  url = {https://doi.org/10.1214/aos/1176349040}
}

@article{econhot_econhot-cited-8c676181d0139a22,
  title = {New Simple Tests for Panel Cointegration},
  author = {Joakim Westerlund},
  journal = {Econometric Reviews},
  year = {2005},
  volume = {24},
  number = {3},
  pages = {297-316},
  doi = {10.1080/07474930500243019},
  url = {https://doi.org/10.1080/07474930500243019}
}

@article{econhot_econhot-cited-6279be08019c1a24,
  title = {Panel cointegration tests of the Fisher effect},
  author = {Joakim Westerlund},
  journal = {Journal of Applied Econometrics},
  year = {2007},
  volume = {23},
  number = {2},
  pages = {193-233},
  doi = {10.1002/jae.967},
  url = {https://doi.org/10.1002/jae.967}
}

@article{econhot_econhot-cited-c8d25177dee719cc,
  title = {Macroeconomic Expectations of Households and Professional Forecasters},
  author = {Christopher Carroll},
  journal = {The Quarterly Journal of Economics},
  year = {2003},
  volume = {118},
  number = {1},
  pages = {269-298},
  doi = {10.1162/00335530360535207},
  url = {https://doi.org/10.1162/00335530360535207}
}

@article{econhot_econhot-cited-58efc82b6698e862,
  title = {Specification and estimation of spatial autoregressive models with autoregressive and heteroskedastic disturbances},
  author = {Harry H. Kelejian and Ingmar R. Prucha},
  journal = {Journal of Econometrics},
  year = {2009},
  volume = {157},
  number = {1},
  pages = {53-67},
  doi = {10.1016/j.jeconom.2009.10.025},
  url = {https://doi.org/10.1016/j.jeconom.2009.10.025}
}

@article{econhot_econhot-cited-ca67066040550398,
  title = {A panel bootstrap cointegration test},
  author = {Joakim Westerlund and David Edgerton},
  journal = {Economics Letters},
  year = {2007},
  volume = {97},
  number = {3},
  pages = {185-190},
  doi = {10.1016/j.econlet.2007.03.003},
  url = {https://doi.org/10.1016/j.econlet.2007.03.003}
}

@article{econhot_econhot-cited-8707a186f679e51d,
  title = {Asymptotic Distributions of Quasi-Maximum Likelihood Estimators for Spatial Autoregressive Models},
  author = {Lung‐fei Lee},
  journal = {Econometrica},
  year = {2004},
  volume = {72},
  number = {6},
  pages = {1899-1925},
  doi = {10.1111/j.1468-0262.2004.00558.x},
  url = {https://doi.org/10.1111/j.1468-0262.2004.00558.x}
}

@article{econhot_econhot-cited-e25e396e6c41fa72,
  title = {Estimation of Panel Vector Autoregression in Stata},
  author = {Michael R.M. Abrigo and Inessa Love},
  journal = {The Stata Journal Promoting communications on statistics and Stata},
  year = {2016},
  volume = {16},
  number = {3},
  pages = {778-804},
  doi = {10.1177/1536867x1601600314},
  url = {https://doi.org/10.1177/1536867x1601600314}
}

@article{econhot_econhot-cited-011c5cdb79e2a07c,
  title = {Inferring causal impact using Bayesian structural time-series models},
  author = {Kay Henning Brodersen and Fabian Gallusser and Jim Koehler and Nicolas Rémy and Steven L. Scott},
  journal = {The Annals of Applied Statistics},
  year = {2015},
  volume = {9},
  number = {1},
  doi = {10.1214/14-aoas788},
  url = {https://doi.org/10.1214/14-aoas788}
}