| 期刊論文| 1. | Næs, R.、Skjeltorp, J. A.、Ødegaard, B. A.(2011)。Stock market liquidity and the business cycle。Journal of Finance，66(1)，139-176。   | | 2. | Granger, Clive W. J.(1969)。Investigating causal relations by econometric models and cross-spectral methods。Econometrica: Journal of the Econometric Society，37(3)，424-438。 | | 3. | Giusto, Andrea、Piger, Jeremy(2017)。Identifying Business Cycle Turning Points in Real Time with Vector Quantization。International Journal of Forecasting，33(1)，174-184。 | | 4. | 吳俊毅、朱浩榜(20200300)。即時預報臺灣的經濟成長率：MIDAS模型之應用。中央銀行季刊，42(1)，59-84。 延伸查詢 | | 5. | Cortes, Corinna、Vapnik, Vladimir N.(1995)。Support-Vector Networks。Machine Learning，20(3)，273-297。 | | 6. | Acemoglu, D.、Carvalho, V. M.、Ozdaglar, A.、Tahbaz-Salehi, A.(2012)。The network origins of aggregate fluctuations。Econometrica，80(5)，1977-2016。 | | 7. | Adrian, T.、Boyarchenko, N.、Giannone, D.(2019)。Vulnerable growth。American Economic Review，109(4)，1263-1289。 | | 8. | Anesti, N.、Hayes, S.、Moreira, A.、Tasker, J.(2017)。Peering into the present: the Bank's approach to GDP nowcasting。Bank of England Quarterly Bulletin，2017(Q2)。 | | 9. | Estrella, A.、Mishkin, F. S.(1998)。Predicting US recessions: Financial variables as leading indicators。Review of Economics and Statistics，80(1)，45-61。 | | 10. | Gabaix, X.(2011)。The granular origins of aggregate fluctuations。Econometrica，79(3)，733-772。 | | 11. | Štrumbelj, E.、Kononenko, I.(2014)。Explaining prediction models and individual predictions with feature contributions。Knowledge and information systems，41(3)，647-665。 | | 12. | Plakandaras, V.、Cunado, J.、Gupta, R.、Wohar, M. E.(2017)。Do leading indicators forecast US recessions? A nonlinear re‐evaluation using historical data。International Finance，20(3)，289-316。 | | 13. | Platt, J.(1999)。Probabilistic outputs for support vector machines and comparisons to regularized likelihood methods。Advances in large margin classifiers，10(3)，61-74。 | | 14. | 張天惠(20120600)。我國金融情勢指數與總體經濟預測。中央銀行季刊，34(2)，11-41。 延伸查詢 | 會議論文| 1. | Boser, B. E.、Guyon, I. M.、Vapnik, V. N.(1992)。A Training Algorithm for Optimal Margin Classifiers。The Fifth Annual Workshop on Computational Learning Theory，144-152。 | | 2. | Lundberg, Scott M.、Lee, Su-In(2017)。A Unified Approach to Interpreting Model Predictions。The 31st international conference on neural information processing systems，(會議日期: 2017/12/04-12/09)。Long Beach。4768-4777。 | | 3. | Ribeiro, Marco Tulio、Singh, Sameer、Guestrin, Carlos(2016)。Why Should I Trust You?: Explaining the Predictions of Any Classifier。22nd ACM SIG-KDD International Conference on Knowledge Discovery and Data Mining，(會議日期: 2016/08/13-08/17)。San Francisco。1135-1144。 | | 4. | Zhang, H.(2004)。The Optimality of Naive Bayes。The 17th International FLAIRS conference，562-567。 | 研究報告| 1. | 徐士勛、黃裕烈、徐之強、張瑞雲(2020)。經濟趨勢調查之應用研究。 延伸查詢 | | 2. | 黃裕烈(2019)。景氣監測預警系統之研究。 延伸查詢 | | 3. | Adam, K.、Merkel, S.(2019)。Stock price cycles and business cycles。European Central Bank。 | | 4. | Azqueta-Gavaldon, A.、Hirschbühl, D.、Onorante, L.、Saiz, L.(2020)。Nowcasting business cycle turning points with stock networks and machine learning。European Central Bank。 | 圖書| 1. | Biecek, P.、Burzykowski, T.(2021)。Explanatory model analysis: explore, explain, and examine predictive models。CRC Press。 | | 2. | Hanck, C.、Arnold, M.、Gerber, A.、Schmelzer, M.(2019)。Introduction to Econometrics with R。University of Duisburg-Essen。 | | 3. | Woloszko, N.(2020)。Tracking activity in real time with Google Trends。OECD Publishing。 | 其他| 1. | Csardi, G.(2020)。igraph: Network Analysis and Visualization，https://CRAN.R-project.org/package=igraph。 | | 2. | Ferreira, T. R. T.(2018)。Stock Market Cross-Sectional Skewness and Business Cycle Fluctuations，Governors of the Federal Reserve System (US)。 | | 3. | Greenwell, B.(2020)。Fastshap: Fast Approximate Shapley Values，https://CRAN.R-project.org/package=fastshap。 | | 4. | Kuhn, M.(2008)。Caret: Classification and Regression Training，https://CRAN.R-project.org/package=caret。 | | 5. | Li, J. E.(2017)。Credit Market Frictions and the Linkage between Micro and Macro Uncertainty(SSRN 3472327)。 | | 6. | Meyer, D.，Dimitriadou, E.，Hornik, K.，Weingessel, A.，Leisch, F.，Chang, C. C.，Lin, C. C.(2021)。E1071: Misc Functions of the Department of Statistics, Probability Theory Group (Formerly: E1071), TU Wien，https://CRAN.R-project.org/package=e1071。 | | 7. | Molnar, C.(2020)。Interpretable machine learning。 | | 8. | Pfaff, B.(2018)。Vars: VAR Modelling，https://CRAN.R-project.org/package=vars。 | 圖書論文| 1. | Shapley, L. S.(1953)。A Value for n-Person Games。Contributions to the theory of games。Princeton University Press。 | |