A machine learning approach to univariate time series forecasting of quarterly earnings
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[1] J. Friedman. Greedy function approximation: A gradient boosting machine. , 2001 .
[2] April Klein,et al. Fundamentals of Accounting Losses , 2006 .
[3] Jennifer Yin,et al. A comparison of earnings persistence in high-tech and non-high-tech firms , 2015 .
[4] Bernhard Schölkopf,et al. A tutorial on support vector regression , 2004, Stat. Comput..
[5] Lawrence D. Brown,et al. Univariate Time-Series Models of Quarterly Accounting Earnings per Share: A Proposed Model , 1979 .
[6] Robert Tibshirani,et al. The Elements of Statistical Learning: Data Mining, Inference, and Prediction, 2nd Edition , 2001, Springer Series in Statistics.
[7] José G. Dias,et al. Earnings quality and the heterogeneous relation between earnings and stock returns , 2017 .
[8] F. Wilcoxon. Individual Comparisons by Ranking Methods , 1945 .
[9] Weihong Xu,et al. An Empirical Assessment of the Credibility Premium Associated with Meeting or Beating Both Time-Series Earnings Expectations and Analysts' Forecasts , 2003 .
[10] T Mark Beasley,et al. Rank-Based Inverse Normal Transformations are Increasingly Used, But are They Merited? , 2009, Behavior genetics.
[11] Carla K. Hayn. The information content of losses , 1995 .
[12] Thomas M. Cover,et al. Elements of Information Theory (Wiley Series in Telecommunications and Signal Processing) , 2006 .
[13] A critical assessment of the time-series literature in accounting pertaining to quarterly accounting numbers , 2014 .
[14] P. Elgers,et al. A Contextual Evaluation of Composite Forecasts of Annual Earnings , 2015 .
[15] Christopher K. I. Williams,et al. Gaussian Processes for Machine Learning (Adaptive Computation and Machine Learning) , 2005 .
[16] Robert L. Winkler,et al. The accuracy of extrapolation (time series) methods: Results of a forecasting competition , 1982 .
[17] Thomas M. Cover,et al. Elements of Information Theory , 2005 .
[18] Kenneth S. Lorek,et al. Multi-Step-Ahead Quarterly Cash-Flow Prediction Models , 2011 .
[19] Lutgarde M. C. Buydens,et al. Using support vector machines for time series prediction , 2003 .
[20] Yu-Cheng Chen,et al. Stock-Based Compensation and Earnings Management Behaviors , 2015 .
[21] Leo Breiman,et al. Random Forests , 2001, Machine Learning.
[22] Vladimir N. Vapnik,et al. The Nature of Statistical Learning Theory , 2000, Statistics for Engineering and Information Science.
[23] Kenneth S. Lorek,et al. Time-series properties and predictive ability of quarterly cash flows , 2006 .
[24] Kenneth S. Lorek,et al. A TIME-SERIES APPROACH TO MEASURING THE DECLINE IN QUARTERLY EARNINGS PERSISTENCE , 2003 .
[25] Tae Kyun Kim,et al. T test as a parametric statistic , 2015, Korean journal of anesthesiology.
[26] Patricia M. Dechow,et al. The Relation Between Earnings and Cash Flows , 1998 .
[27] Yass A. Alkafaji,et al. The Value Relevance of Components of Other Comprehensive Income When Net Income Is Disaggregated , 2016 .