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Objectivity, reproducibility and replicability in forecasting research
16 references·3 citing·46 second hop
Objectivity, reproducibility and replicability in forecasting research (2018)Objectivity, reproducibility and replicab…Statistical and Machine Learning forecasting methods: Concerns and ways forward (2018)Statistical and Machine Learn…Packaging Data Analytical Work Reproducibly Using R (and Friends) (2017)Packaging Data Analytical Wor…Forecasting stochastic neural network based on financial empirical mode decomposition (2017)Forecasting stochastic neural…On the Reproducibility of Psychological Science (2016)On the Reproducibility of Psy…Computational Reproducibility in Archaeological Research: Basic Principles and a Case Study of Their Implementation (2016)Computational Reproducibility…Reproducibility in forecasting research (2014)Reproducibility in forecastin…An Empirical Comparison of Machine Learning Models for Time Series Forecasting (2010)An Empirical Comparison of Ma…Replications of Forecasting Research (2009)Replications of Forecasting R…On reproducible econometric research (2009)On reproducible econometric r…How Many Scientists Fabricate and Falsify Research? A Systematic Review and Meta-Analysis of Survey Data (2009)How Many Scientists Fabricate…Replication research's disturbing trend (2007)Replication research's distur…Contradicted and Initially Stronger Effects in Highly Cited Clinical Research (2005)Contradicted and Initially St…Shrinkage estimators of time series seasonal factors and their effect on forecasting accuracy (2002)Shrinkage estimators of time …The Desperate Need for Replications (2001)The Desperate Need for Replic…The M3-Competition: results, conclusions and implications (2000)The M3-Competition: results, …The accuracy of extrapolation (time series) methods: Results of a forecasting competition (1982)The accuracy of extrapolation…The future of forecasting competitions: Design attributes and principles (2022)The future of forecasting com…Forecast combination-based forecast reconciliation: Insights and extensions (2022)Forecast combination-based fo…Predicting/hypothesizing the findings of the M4 Competition (2019)Predicting/hypothesizing the …Replications and extensions in marketing: Rarely published but quite contrary (1994)Replication and Theory Development in Organizational Science: A Critical Realist Perspective (1999)The elaboration likelihood model: review, critique and research agenda (2014)Planning and Conducting Experimental Advertising Research and Questionnaire Design (2017)Replication in Second Language Research: Narrative and Systematic Reviews and Recommendations for the Field (2018)Time Series Analysis: Forecasting and Control (1977)Time Series Analysis: Forecasting and Control (1977)Forecasting methods and applications (1993)A review and comparison of strategies for multi-step ahead time series forecasting based on the NN5 forecasting competition (2012)Machine Learning Strategies for Time Series Forecasting (2013)The M4 Competition: Results, findings, conclusion and way forward (2018)Combining forecasts: A review and annotated bibliography (1989)25 years of time series forecasting (2006)Recurrent Neural Networks for Time Series Forecasting: Current status and future directions (2020)Publication bias in clinical research (1991)Randomized, Controlled Trials, Observational Studies, and the Hierarchy of Research Designs (2000)Trial sequential analysis may establish when firm evidence is reached in cumulative meta-analysis (2007)Why Most Discovered True Associations Are Inflated (2008)Measuring the Prevalence of Questionable Research Practices With Incentives for Truth Telling (2012)The Sociology of Science: Theoretical and Empirical Investigations (1974)The Hazards of Scoring the Quality of Clinical Trials for Meta-analysis (1999)Practical Meta-Analysis (2000)Do Pressures to Publish Increase Scientists' Bias? An Empirical Support from US States Data (2010)Misconduct accounts for the majority of retracted scientific publications (2012)The Combination of Forecasts (1969)Exponential smoothing: The state of the art (1985)Combining forecasts: A review and annotated bibliography (1990)Error measures for generalizing about forecasting methods: Empirical comparisons (1992)PS : political science & politicsReproducible Research in Computational Science (2011)Promoting an open research culture (2015)Reproducibility in Scientific Computing (2018)Understanding stone tool-making skill acquisition: Experimental methods and evolutionary implications (2019)Why Most Published Research Findings Are False (2005)False-Positive Psychology (2011)Estimating the reproducibility of psychological science (2015)Understanding the Replication Crisis as a Base Rate Fallacy (2018)Play It Again, Sam! An Analysis of Constructive Replication in the Organizational Sciences (2019)The Theory Crisis in Management Research: Solving the Right Problem (2021)Time Series Analysis Forecasting and Control. (1971)Another look at measures of forecast accuracy (2006)The M4 Competition: 100,000 time series and 61 forecasting methods (2019)Forecasting: theory and practice (2022)The Relative Persuasiveness of Gain-Framed Loss-Framed Messages for Encouraging Disease Prevention Behaviors: A Meta-Analytic Review (2007)The Relative Persuasiveness of Gain-Framed and Loss-Framed Messages for Encouraging Disease Detection Behaviors: A Meta-Analytic Review (2009)Exploratory Research (2020)
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References

  • 2009How Many Scientists Fabricate and Falsify Research? A Systematic Review and Meta-Analysis of Survey Data1,909 cited
  • 2000The M3-Competition: results, conclusions and implications1,700 cited
  • 2018Statistical and Machine Learning forecasting methods: Concerns and ways forward1,515 cited
  • 1982The accuracy of extrapolation (time series) methods: Results of a forecasting competition1,465 cited
  • 2005Contradicted and Initially Stronger Effects in Highly Cited Clinical Research1,465 cited
  • 2010An Empirical Comparison of Machine Learning Models for Time Series Forecasting793 cited
  • 2001The Desperate Need for Replications281 cited
  • 2007Replication research's disturbing trend271 cited
  • 2016Computational Reproducibility in Archaeological Research: Basic Principles and a Case Study of Their Implementation248 cited
  • 2016On the Reproducibility of Psychological Science150 cited
  • 2017Forecasting stochastic neural network based on financial empirical mode decomposition110 cited
  • 2017Packaging Data Analytical Work Reproducibly Using R (and Friends)108 cited
  • 2009On reproducible econometric research91 cited
  • 2002Shrinkage estimators of time series seasonal factors and their effect on forecasting accuracy62 cited

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2009
Replications of Forecasting Research
49 cited
  • 2014Reproducibility in forecasting research47 cited
  • Cited by

    • 2019Predicting/hypothesizing the findings of the M4 Competition34 cited
    • 2022The future of forecasting competitions: Design attributes and principles33 cited
    • 2022Forecast combination-based forecast reconciliation: Insights and extensions27 cited